Nassir Navab
Affiliations:- Technical University Munich, Germany
According to our database1,
Nassir Navab
authored at least 1,127 papers
between 1990 and 2023.
Collaborative distances:
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Bibliography
2023
Domain-Specific Priors and Meta Learning for Few-Shot First-Person Action Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., June, 2023
Theoretical error analysis of spotlight-based instrument localization for retinal surgery.
Robotica, May, 2023
Towards Long-Term Retrieval-Based Visual Localization in Indoor Environments With Changes.
IEEE Robotics Autom. Lett., April, 2023
Medical Augmented Reality: Definition, Principle Components, Domain Modeling, and Design-Development-Validation Process.
J. Imaging, January, 2023
IEEE Trans. Pattern Anal. Mach. Intell., 2023
Next-generation Surgical Navigation: Multi-view Marker-less 6DoF Pose Estimation of Surgical Instruments.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Prior-RadGraphFormer: A Prior-Knowledge-Enhanced Transformer for Generating Radiology Graphs from X-Rays.
CoRR, 2023
LABRAD-OR: Lightweight Memory Scene Graphs for Accurate Bimodal Reasoning in Dynamic Operating Rooms.
CoRR, 2023
MI-SegNet: Mutual Information-Based US Segmentation for Unseen Domain Generalization.
CoRR, 2023
Semantic Latent Space Regression of Diffusion Autoencoders for Vertebral Fracture Grading.
CoRR, 2023
Pixel-Level Explanation of Multiple Instance Learning Models in Biomedical Single Cell Images.
CoRR, 2023
BEL: A Bag Embedding Loss for Transformer enhances Multiple Instance Whole Slide Image Classification.
CoRR, 2023
Active Learning Enhances Classification of Histopathology Whole Slide Images with Attention-based Multiple Instance Learning.
CoRR, 2023
IPCC-TP: Utilizing Incremental Pearson Correlation Coefficient for Joint Multi-Agent Trajectory Prediction.
CoRR, 2023
CholecTriplet2022: Show me a tool and tell me the triplet - an endoscopic vision challenge for surgical action triplet detection.
CoRR, 2023
Investigating Pulse-Echo Sound Speed Estimation in Breast Ultrasound with Deep Learning.
CoRR, 2023
CoRR, 2023
Robotic Navigation Autonomy for Subretinal Injection via Intelligent Real-Time Virtual iOCT Volume Slicing.
CoRR, 2023
Toward Label-Efficient Neural Network Training: Diversity-Based Sampling in Semi-Supervised Active Learning.
IEEE Access, 2023
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2023
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2023
2022
IEEE Trans. Vis. Comput. Graph., 2022
IEEE Trans. Vis. Comput. Graph., 2022
IEEE Trans. Vis. Comput. Graph., 2022
The Impact of Focus and Context Visualization Techniques on Depth Perception in Optical See-Through Head-Mounted Displays.
IEEE Trans. Vis. Comput. Graph., 2022
IEEE Trans. Intell. Transp. Syst., 2022
Precise Repositioning of Robotic Ultrasound: Improving Registration-Based Motion Compensation Using Ultrasound Confidence Optimization.
IEEE Trans. Instrum. Meas., 2022
Autonomous Robotic Screening of Tubular Structures Based Only on Real-Time Ultrasound Imaging Feedback.
IEEE Trans. Ind. Electron., 2022
IEEE Robotics Autom. Lett., 2022
IEEE Robotics Autom. Lett., 2022
IEEE Robotics Autom. Lett., 2022
Towards Autonomous Atlas-Based Ultrasound Acquisitions in Presence of Articulated Motion.
IEEE Robotics Autom. Lett., 2022
IEEE Robotics Autom. Lett., 2022
VesNet-RL: Simulation-Based Reinforcement Learning for Real-World US Probe Navigation.
IEEE Robotics Autom. Lett., 2022
Medical Image Anal., 2022
Curriculum learning for improved femur fracture classification: Scheduling data with prior knowledge and uncertainty.
Medical Image Anal., 2022
RA-GCN: Graph convolutional network for disease prediction problems with imbalanced data.
Medical Image Anal., 2022
Medical Image Anal., 2022
Int. J. Comput. Vis., 2022
Int. J. Comput. Vis., 2022
Int. J. Comput. Vis., 2022
IET Image Process., 2022
CoRR, 2022
CoRR, 2022
HouseCat6D - A Large-Scale Multi-Modal Category Level 6D Object Pose Dataset with Household Objects in Realistic Scenarios.
CoRR, 2022
CoRR, 2022
Improved Techniques for the Conditional Generative Augmentation of Clinical Audio Data.
CoRR, 2022
STTAR: Surgical Tool Tracking using off-the-shelf Augmented Reality Head-Mounted Displays.
CoRR, 2022
Speckle2Speckle: Unsupervised Learning of Ultrasound Speckle Filtering Without Clean Data.
CoRR, 2022
CoRR, 2022
CoRR, 2022
CoRR, 2022
CoRR, 2022
U-PET: MRI-based Dementia Detection with Joint Generation of Synthetic FDG-PET Images.
CoRR, 2022
BFS-Net: Weakly Supervised Cell Instance Segmentation from Bright-Field Microscopy Z-Stacks.
CoRR, 2022
Affective Medical Estimation and Decision Making via Visualized Learning and Deep Learning.
CoRR, 2022
Analyzing the Effects of Handling Data Imbalance on Learned Features from Medical Images by Looking Into the Models.
CoRR, 2022
Graph-in-Graph (GiG): Learning interpretable latent graphs in non-Euclidean domain for biological and healthcare applications.
CoRR, 2022
CoRR, 2022
CoRR, 2022
Unsupervised Pre-Training on Patient Population Graphs for Patient-Level Predictions.
CoRR, 2022
Carotid Ultrasound Boundary Study (CUBS): Technical considerations on an open multi-center analysis of computerized measurement systems for intima-media thickness measurement on common carotid artery longitudinal B-mode ultrasound scans.
Comput. Biol. Medicine, 2022
Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2022
Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2022
Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2022
Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2022
Proceedings of the Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Unsupervised Cross-Domain Feature Extraction for Single Blood Cell Image Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
DeStripe: A Self2Self Spatio-Spectral Graph Neural Network with Unfolded Hessian for Stripe Artifact Removal in Light-Sheet Microscopy.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Domain Adaptation and Representation Transfer - 4th MICCAI Workshop, 2022
Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022
Proceedings of the 2022 International Conference on Robotics and Automation, 2022
Exploiting Diversity of Unlabeled Data for Label-Efficient Semi-Supervised Active Learning.
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Local Shape Preserving Deformations for Augmented Reality Assisted Laparoscopic Surgery.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
PhoCaL: A Multi-Modal Dataset for Category-Level Object Pose Estimation with Photometrically Challenging Objects.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
3D-VField: Adversarial Augmentation of Point Clouds for Domain Generalization in 3D Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
A variational Bayesian method for similarity learning in non-rigid image registration.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
GPV-Pose: Category-level Object Pose Estimation via Geometry-guided Point-wise Voting.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
CroCPS: Addressing Photometric Challenges in Self-Supervised Category-Level 6D Object Poses with Cross-Modal Learning.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022
Proceedings of the 33rd British Machine Vision Conference 2022, 2022
Longitudinal Analysis of Disease Progression Using Image and Laboratory Data for Covid-19 Patients.
Proceedings of the Bildverarbeitung für die Medizin 2022, 2022
OCT-guided Robotic Subretinal Needle Injections: A Deep Learning-Based Registration Approach.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
2021
Spotlight-Based 3D Instrument Guidance for Autonomous Task in Robot-Assisted Retinal Surgery.
IEEE Robotics Autom. Lett., October, 2021
Avatars for Teleconsultation: Effects of Avatar Embodiment Techniques on User Perception in 3D Asymmetric Telepresence.
IEEE Trans. Vis. Comput. Graph., 2021
Multi-Task Multi-Domain Learning for Digital Staining and Classification of Leukocytes.
IEEE Trans. Medical Imaging, 2021
Pose-Dependent Weights and Domain Randomization for Fully Automatic X-Ray to CT Registration.
IEEE Trans. Medical Imaging, 2021
Development and Pre-Clinical Analysis of Spatiotemporal-Aware Augmented Reality in Orthopedic Interventions.
IEEE Trans. Medical Imaging, 2021
IEEE Trans. Medical Imaging, 2021
Seamless Virtual Whole Slide Image Synthesis and Validation Using Perceptual Embedding Consistency.
IEEE J. Biomed. Health Informatics, 2021
IEEE Trans. Ind. Electron., 2021
Deep Convolution Neural Network for Laryngeal Cancer Classification on Contact Endoscopy-Narrow Band Imaging.
Sensors, 2021
IEEE Robotics Autom. Lett., 2021
Medical Image Anal., 2021
Autoencoders for unsupervised anomaly segmentation in brain MR images: A comparative study.
Medical Image Anal., 2021
J. Imaging, 2021
3D-VField: Learning to Adversarially Deform Point Clouds for Robust 3D Object Detection.
CoRR, 2021
Wild ToFu: Improving Range and Quality of Indirect Time-of-Flight Depth with RGB Fusion in Challenging Environments.
CoRR, 2021
Interactive Segmentation for COVID-19 Infection Quantification on Longitudinal CT scans.
CoRR, 2021
Tracked 3D Ultrasound and Deep Neural Network-based Thyroid Segmentation reduce Interobserver Variability in Thyroid Volumetry.
CoRR, 2021
CoRR, 2021
Segmentation in Style: Unsupervised Semantic Image Segmentation with Stylegan and CLIP.
CoRR, 2021
CoRR, 2021
Deep Direct Volume Rendering: Learning Visual Feature Mappings From Exemplary Images.
CoRR, 2021
IA-GCN: Interpretable Attention based Graph Convolutional Network for Disease prediction.
CoRR, 2021
GLOWin: A Flow-based Invertible Generative Framework for Learning Disentangled Feature Representations in Medical Images.
CoRR, 2021
Co-Generation and Segmentation for Generalized Surgical Instrument Segmentation on Unlabelled Data.
CoRR, 2021
Evaluating surface visualization methods in semi-transparent volume rendering in virtual reality.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021
Virtual reality technologies for clinical education: evaluation metrics and comparative analysis.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021
Towards Exploring the Benefits of Augmented Reality for Patient Support During Radiation Oncology Interventions.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021
Feasibility of image-based augmented reality guidance of total shoulder arthroplasty using microsoft HoloLens 1.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021
Performance-aware programming for intraoperative intensity-based image registration on graphics processing units.
Int. J. Comput. Assist. Radiol. Surg., 2021
Preclinical evaluation of a markerless, real-time, augmented reality guidance system for robot-assisted radical prostatectomy.
Int. J. Comput. Assist. Radiol. Surg., 2021
Int. J. Comput. Assist. Radiol. Surg., 2021
Simultaneous imputation and classification using Multigraph Geometric Matrix Completion (MGMC): Application to neurodegenerative disease classification.
Artif. Intell. Medicine, 2021
Longitudinal Brain MR Image Modeling Using Personalized Memory for Alzheimer's Disease.
IEEE Access, 2021
Magnoramas: Magnifying Dioramas for Precise Annotations in Asymmetric 3D Teleconsultation.
Proceedings of the IEEE Virtual Reality and 3D User Interfaces, 2021
Real-time Mixed Reality Teleconsultation for Intensive Care Units in Pandemic Situations.
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2021
Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Acoustic-Based Spatio-Temporal Learning for Press-Fit Evaluation of Femoral Stem Implants.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Sickle Cell Disease Severity Prediction from Percoll Gradient Images Using Graph Convolutional Networks.
Proceedings of the Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Longitudinal Quantitative Assessment of COVID-19 Infection Progression from Chest CTs.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input Features.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Co-generation and Segmentation for Generalized Surgical Instrument Segmentation on Unlabelled Data.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Patient-Specific Virtual Spine Straightening and Vertebra Inpainting: An Automatic Framework for Osteoplasty Planning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Comparison Between Video-mediated and Asymmetric 3D Teleconsultation During a Preclinical Scenario.
Proceedings of the MuC '21: Mensch und Computer 2021, 2021
Fourier Transform of Percoll Gradients Boosts CNN Classification of Hereditary Hemolytic Anemias.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021
Proceedings of the IEEE International Conference on Robotics and Automation, 2021
Proceedings of the IEEE International Conference on Robotics and Automation, 2021
Proceedings of the IEEE International Conference on Robotics and Automation, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
Attention meets Geometry: Geometry Guided Spatial-Temporal Attention for Consistent Self-Supervised Monocular Depth Estimation.
Proceedings of the International Conference on 3D Vision, 2021
Wild ToFu: Improving Range and Quality of Indirect Time-of-Flight Depth with RGB Fusion in Challenging Environments.
Proceedings of the International Conference on 3D Vision, 2021
R4Dyn: Exploring Radar for Self-Supervised Monocular Depth Estimation of Dynamic Scenes.
Proceedings of the International Conference on 3D Vision, 2021
2020
Extending the Hybrid Surgical Guidance Concept With Freehand Fluorescence Tomography.
IEEE Trans. Medical Imaging, 2020
IEEE Trans. Medical Imaging, 2020
Image-to-Images Translation for Multi-Task Organ Segmentation and Bone Suppression in Chest X-Ray Radiography.
IEEE Trans. Medical Imaging, 2020
IEEE J. Biomed. Health Informatics, 2020
Towards Robotic-Assisted Subretinal Injection: A Hybrid Parallel-Serial Robot System Design and Preliminary Evaluation.
IEEE Trans. Ind. Electron., 2020
Toward an End-to-End Calibration for Mobile C-Arm in Combination with a Depth Sensor for Surgical Augmented Reality Applications.
Sensors, 2020
Laryngeal Lesion Classification Based on Vascular Patterns in Contact Endoscopy and Narrow Band Imaging: Manual Versus Automatic Approach.
Sensors, 2020
IEEE Robotics Autom. Lett., 2020
IEEE Robotics Autom. Lett., 2020
IEEE Robotics Autom. Lett., 2020
Automatic Normal Positioning of Robotic Ultrasound Probe Based Only on Confidence Map Optimization and Force Measurement.
IEEE Robotics Autom. Lett., 2020
Reflective-AR Display: An Interaction Methodology for Virtual-to-Real Alignment in Medical Robotics.
IEEE Robotics Autom. Lett., 2020
CAI4CAI: The Rise of Contextual Artificial Intelligence in Computer-Assisted Interventions.
Proc. IEEE, 2020
IEEE Trans. Pattern Anal. Mach. Intell., 2020
Joint motion boundary detection and CNN-based feature visualization for video object segmentation.
Neural Comput. Appl., 2020
Medical Image Anal., 2020
Microaneurysms segmentation and diabetic retinopathy detection by learning discriminative representations.
IET Image Process., 2020
Rethinking Positive Aggregation and Propagation of Gradients in Gradient-based Saliency Methods.
CoRR, 2020
CoRR, 2020
Curriculum learning for annotation-efficient medical image analysis: scheduling data with prior knowledge and uncertainty.
CoRR, 2020
DynaMiTe: A Dynamic Local Motion Model with Temporal Constraints for Robust Real-Time Feature Matching.
CoRR, 2020
Augment Yourself: Mixed Reality Self-Augmentation Using Optical See-through Head-mounted Displays and Physical Mirrors.
CoRR, 2020
Model-Based Compensation of Moving Tissue for State Recognition in Robotic-Assisted Pedicle Drilling.
CoRR, 2020
Efficient Ensemble Model Generation for Uncertainty Estimation with Bayesian Approximation in Segmentation.
CoRR, 2020
Simultaneous imputation and disease classification in incomplete medical datasets using Multigraph Geometric Matrix Completion (MGMC).
CoRR, 2020
CoRR, 2020
A learning without forgetting approach to incorporate artifact knowledge in polyp localization tasks.
CoRR, 2020
A learning-based method for online adjustment of C-arm Cone-beam CT source trajectories for artifact avoidance.
Int. J. Comput. Assist. Radiol. Surg., 2020
Acoustic signal analysis of instrument-tissue interaction for minimally invasive interventions.
Int. J. Comput. Assist. Radiol. Surg., 2020
Evaluation of a marker-less, intra-operative, augmented reality guidance system for robot-assisted laparoscopic radical prostatectomy.
Int. J. Comput. Assist. Radiol. Surg., 2020
Precise proximal femur fracture classification for interactive training and surgical planning.
Int. J. Comput. Assist. Radiol. Surg., 2020
Int. J. Comput. Assist. Radiol. Surg., 2020
Int. J. Comput. Assist. Radiol. Surg., 2020
Looking Also From Another Perspective: Exploring the Benefits of Alternative Views for Alignment Tasks.
Proceedings of the 2020 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2020
Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020
Proceedings of the Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Processing-Aware Real-Time Rendering for Optimized Tissue Visualization in Intraoperative 4D OCT.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Peri-Diagnostic Decision Support Through Cost-Efficient Feature Acquisition at Test-Time.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning, 2020
Attention Based Multiple Instance Learning for Classification of Blood Cell Disorders.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Background and Illumination Correction for Time-Lapse Microscopy Data with Correlated Foreground.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Domain-Specific Loss Design for Unsupervised Physical Training: A New Approach to Modeling Medical ML Solutions.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Can a Hand-Held Navigation Device Reduce Cognitive Load? A User-Centered Approach Evaluated by 18 Surgeons.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
SteGANomaly: Inhibiting CycleGAN Steganography for Unsupervised Anomaly Detection in Brain MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the 2020 IEEE International Symposium on Mixed and Augmented Reality, 2020
Proceedings of the 2020 IEEE International Symposium on Mixed and Augmented Reality, 2020
Bayesian Skip-Autoencoders for Unsupervised Hyperintense Anomaly Detection in High Resolution Brain Mri.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Towards Unsupervised Learning for Instrument Segmentation in Robotic Surgery with Cycle-Consistent Adversarial Networks.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
Generating X-ray Images from Point Clouds Using Conditional Generative Adversarial Networks.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Spatio-Temporal Learning from Longitudinal Data for Multiple Sclerosis Lesion Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020
Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020
Towards Computer Aided Diagnosis of Autism Spectrum Disorder Using Virtual Environments.
Proceedings of the IEEE International Conference on Artificial Intelligence and Virtual Reality, 2020
Proceedings of the 8th International Conference on 3D Vision, 2020
Proceedings of the 8th International Conference on 3D Vision, 2020
2019
Recalibrating Fully Convolutional Networks With Spatial and Channel "Squeeze and Excitation" Blocks.
IEEE Trans. Medical Imaging, 2019
Total Variation Regularization of Pose Signals With an Application to 3D Freehand Ultrasound.
IEEE Trans. Medical Imaging, 2019
IEEE Robotics Autom. Lett., 2019
Pattern Recognit. Lett., 2019
QuickNAT: A fully convolutional network for quick and accurate segmentation of neuroanatomy.
NeuroImage, 2019
Bayesian QuickNAT: Model uncertainty in deep whole-brain segmentation for structure-wise quality control.
NeuroImage, 2019
Generalising multistain immunohistochemistry tissue segmentation using end-to-end colour deconvolution deep neural networks.
IET Image Process., 2019
CoRR, 2019
CoRR, 2019
Reflective-AR Display: An Interaction Methodology for Virtual-Real Alignment in Medical Robotics.
CoRR, 2019
Domain-Specific Priors and Meta Learning for Low-shot First-Person Action Recognition.
CoRR, 2019
CoRR, 2019
Multi-modal Graph Fusion for Inductive Disease Classification in Incomplete Datasets.
CoRR, 2019
Fully Automatic Segmentation of 3D Brain Ultrasound: Learning from Coarse Annotations.
CoRR, 2019
CoRR, 2019
Deep Learning Under the Microscope: Improving the Interpretability of Medical Imaging Neural Networks.
CoRR, 2019
Adversarial Joint Image and Pose Distribution Learning for Camera Pose Regression and Refinement.
CoRR, 2019
CoRR, 2019
Towards an Interactive and Interpretable CAD System to Support Proximal Femur Fracture Classification.
CoRR, 2019
Data Augmentation with Manifold Exploring Geometric Transformations for Increased Performance and Robustness.
CoRR, 2019
Enabling machine learning in X-ray-based procedures via realistic simulation of image formation.
Int. J. Comput. Assist. Radiol. Surg., 2019
Radiation-free methods for navigated screw placement in slipped capital femoral epiphysis surgery.
Int. J. Comput. Assist. Radiol. Surg., 2019
Correction to: On the reproducibility of expert-operated and robotic ultrasound acquisitions.
Int. J. Comput. Assist. Radiol. Surg., 2019
Int. J. Comput. Assist. Radiol. Surg., 2019
Preliminary results of DSA denoising based on a weighted low-rank approach using an advanced neurovascular replication system.
Int. J. Comput. Assist. Radiol. Surg., 2019
Co-localized augmented human and X-ray observers in collaborative surgical ecosystem.
Int. J. Comput. Assist. Radiol. Surg., 2019
Int. J. Comput. Assist. Radiol. Surg., 2019
Int. J. Comput. Assist. Radiol. Surg., 2019
Int. J. Comput. Assist. Radiol. Surg., 2019
Int. J. Comput. Assist. Radiol. Surg., 2019
Learning to detect anatomical landmarks of the pelvis in X-rays from arbitrary views.
Int. J. Comput. Assist. Radiol. Surg., 2019
IEEE Access, 2019
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces, 2019
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces, 2019
Proceedings of the Eurographics Workshop on Visual Computing for Biology and Medicine, 2019
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019
Fusing Unsupervised and Supervised Deep Learning for White Matter Lesion Segmentation.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Multiclass Deep Active Learning for Detecting Red Blood Cell Subtypes in Brightfield Microscopy.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Multi-task Learning of a Deep K-Nearest Neighbour Network for Histopathological Image Classification and Retrieval.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019
Perceptual Embedding Consistency for Seamless Reconstruction of Tilewise Style Transfer.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Adaptive Image-Feature Learning for Disease Classification Using Inductive Graph Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2019
Birds vs. Fish: Visualizing Out-of-View Objects in Augmented Reality using 3D Minimaps.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
Manifold Exploring Data Augmentation with Geometric Transformations for Increased Performance and Robustness.
Proceedings of the Information Processing in Medical Imaging, 2019
InceptionGCN: Receptive Field Aware Graph Convolutional Network for Disease Prediction.
Proceedings of the Information Processing in Medical Imaging, 2019
Proceedings of the International Conference on Robotics and Automation, 2019
Proceedings of the International Conference on Robotics and Automation, 2019
A Real-Time Interactive Augmented Reality Depth Estimation Technique for Surgical Robotics.
Proceedings of the International Conference on Robotics and Automation, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Sampling-Free Epistemic Uncertainty Estimation Using Approximated Variance Propagation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Quantifying Structural Heterogeneity of Healthy and Cancerous Mitochondria Using a Combined Segmentation and Classification USK-Net.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019
A 3D Deep Residual Convolutional Neural Network for Differential Diagnosis of Parkinsonian Syndromes on <sup>18</sup>F-FDG PET Images.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Virtualization of Tissue Staining in Digital Pathology Using an Unsupervised Deep Learning Approach.
Proceedings of the Digital Pathology - 15th European Congress, 2019
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019
Model-Based Motion Artifact Correction in Digital Subtraction Angiography Using Optical-Flow.
Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019
2018
Restoring the Awareness in the Occluded Visual Field for Optical See-Through Head-Mounted Displays.
IEEE Trans. Vis. Comput. Graph., 2018
IEEE Trans. Vis. Comput. Graph., 2018
Towards Robotic Eye Surgery: Marker-Free, Online Hand-Eye Calibration Using Optical Coherence Tomography Images.
IEEE Robotics Autom. Lett., 2018
IEEE Robotics Autom. Lett., 2018
IEEE Trans. Pattern Anal. Mach. Intell., 2018
Int. J. Comput. Vis., 2018
Int. J. Comput. Vis., 2018
CoRR, 2018
CoRR, 2018
Recalibrating Fully Convolutional Networks with Spatial and Channel 'Squeeze & Excitation' Blocks.
CoRR, 2018
SynNet: Structure-Preserving Fully Convolutional Networks for Medical Image Synthesis.
CoRR, 2018
CoRR, 2018
Generalizing multistain immunohistochemistry tissue segmentation using one-shot color deconvolution deep neural networks.
CoRR, 2018
CoRR, 2018
CoRR, 2018
CoRR, 2018
Plan in 2D, execute in 3D: An augmented reality solution for cup placement in total hip arthroplasty.
CoRR, 2018
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2018
Int. J. Comput. Assist. Radiol. Surg., 2018
A radiation-free mixed-reality training environment and assessment concept for C-arm-based surgery.
Int. J. Comput. Assist. Radiol. Surg., 2018
Int. J. Comput. Assist. Radiol. Surg., 2018
Int. J. Comput. Assist. Radiol. Surg., 2018
Int. J. Comput. Assist. Radiol. Surg., 2018
SUPRA: open-source software-defined ultrasound processing for real-time applications.
Int. J. Comput. Assist. Radiol. Surg., 2018
Int. J. Comput. Assist. Radiol. Surg., 2018
Iterative algorithm for interactive co-segmentation using semantic information propagation.
Appl. Intell., 2018
Evaluation of Optical See-Through Head-Mounted Displays in Training for Critical Care and Trauma.
Proceedings of the 2018 IEEE Conference on Virtual Reality and 3D User Interfaces, 2018
Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018
Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018
Technical note: on-the-fly augmented reality for orthopaedic surgery using a multi-modal fiducial.
Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018
Multi-modal Disease Classification in Incomplete Datasets Using Geometric Matrix Completion.
Proceedings of the Graphs in Biomedical Image Analysis - and - Integrating Medical Imaging and Non-Imaging Modalities, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Concurrent Spatial and Channel 'Squeeze & Excitation' in Fully Convolutional Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Initialize Globally Before Acting Locally: Enabling Landmark-Free 3D US to MRI Registration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Generalizability vs. Robustness: Investigating Medical Imaging Networks Using Adversarial Examples.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Colon Shape Estimation Method for Colonoscope Tracking Using Recurrent Neural Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Closing the Calibration Loop: An Inside-Out-Tracking Paradigm for Augmented Reality in Orthopedic Surgery.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Exploiting Partial Structural Symmetry for Patient-Specific Image Augmentation in Trauma Interventions.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Machine Learning in Medical Imaging - 9th International Workshop, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation, 2018
Proceedings of the Intravascular Imaging and Computer Assisted Stenting - and - Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018
Proceedings of the OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the IEEE International Conference on Image Processing, 2018
Situation Assessment for Planning Lane Changes: Combining Recurrent Models and Prediction.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
An Observer-Based Fusion Method Using Multicore Optical Shape Sensors and Ultrasound Images for Magnetically-Actuated Catheters.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the British Machine Vision Conference 2018, 2018
Abstract: Percutaneous Pelvis Fixation Using the Camera-augmented C-arm - First Successes in Ex Vivo Deployment.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018
Abstract: Fast MRI Whole Brain Segmentation with Fully Convolutional Neural Networks.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018
Simulation of Realistic Low Dose Fluoroscopic Images from their High Dose Counterparts.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018
Proceedings of the Computer Vision - ACCV 2018, 2018
Proceedings of the 2018 International Conference on 3D Vision, 2018
2017
Looking Beyond the Simple Scenarios: Combining Learners and Optimizers in 3D Temporal Tracking.
IEEE Trans. Vis. Comput. Graph., 2017
SonifEye: Sonification of Visual Information Using Physical Modeling Sound Synthesis.
IEEE Trans. Vis. Comput. Graph., 2017
IEEE Trans. Medical Imaging, 2017
Automatic Quantification of Tumour Hypoxia From Multi-Modal Microscopy Images Using Weakly-Supervised Learning Methods.
IEEE Trans. Medical Imaging, 2017
Medical Image Anal., 2017
Medical Image Anal., 2017
Comput. Vis. Image Underst., 2017
Hough-CNN: Deep learning for segmentation of deep brain regions in MRI and ultrasound.
Comput. Vis. Image Underst., 2017
Technical Note: Towards Virtual Monitors for Image Guided Interventions - Real-time Streaming to Optical See-Through Head-Mounted Displays.
CoRR, 2017
6D Object Pose Estimation with Depth Images: A Seamless Approach for Robotic Interaction and Augmented Reality.
CoRR, 2017
ReLayNet: Retinal Layer and Fluid Segmentation of Macular Optical Coherence Tomography using Fully Convolutional Network.
CoRR, 2017
CoRR, 2017
Camera Pose Filtering with Local Regression Geodesicsc on the Riemannian Manifold of Dual Quaternions.
CoRR, 2017
Editorial for the special issue of "Computational methods for molecular imaging" for computerized medical imaging and graphics.
Comput. Medical Imaging Graph., 2017
Individual refinement of attenuation correction maps for hybrid PET/MR based on multi-resolution regional learning.
Comput. Medical Imaging Graph., 2017
Int. J. Comput. Assist. Radiol. Surg., 2017
3D intra-operative ultrasound and MR image guidance: pursuing an ultrasound-based management of brainshift to enhance neuronavigation.
Int. J. Comput. Assist. Radiol. Surg., 2017
Comparison of optical see-through head-mounted displays for surgical interventions with object-anchored 2D-display.
Int. J. Comput. Assist. Radiol. Surg., 2017
Robust colonoscope tracking method for colon deformations utilizing coarse-to-fine correspondence findings.
Int. J. Comput. Assist. Radiol. Surg., 2017
Int. J. Comput. Assist. Radiol. Surg., 2017
Int. J. Comput. Assist. Radiol. Surg., 2017
Int. J. Comput. Assist. Radiol. Surg., 2017
Int. J. Comput. Assist. Radiol. Surg., 2017
Pose-aware C-arm for automatic re-initialization of interventional 2D/3D image registration.
Int. J. Comput. Assist. Radiol. Surg., 2017
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017
Proceedings of the 2017 IEEE Virtual Reality, 2017
Robust optical see-through head-mounted display calibration: Taking anisotropic nature of user interaction errors into account.
Proceedings of the 2017 IEEE Virtual Reality, 2017
Context-sensitive patch histograms for detecting rare events in histopathological data.
Proceedings of the Medical Imaging 2017: Digital Pathology, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Precise Ultrasound Bone Registration with Learning-Based Segmentation and Speed of Sound Calibration.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Pattern Visualization and Recognition Using Tensor Factorization for Early Differential Diagnosis of Parkinsonism.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Segmentation of Intracranial Arterial Calcification with Deeply Supervised Residual Dropout Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2017
Empirical Study of Non-Reversing Magic Mirrors for Augmented Reality Anatomy Learning.
Proceedings of the 2017 IEEE International Symposium on Mixed and Augmented Reality, 2017
Preconditioned intensity-based prostate registration using statistical deformation models.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Camera Pose Filtering with Local Regression Geodesics on the Riemannian Manifold of Dual Quaternions.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Long Short-Term Memory Kalman Filters: Recurrent Neural Estimators for Pose Regularization.
Proceedings of the IEEE International Conference on Computer Vision, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the British Machine Vision Conference 2017, 2017
Automatic Initialization and Failure Detection for Surgical Tool Tracking in Retinal Microsurgery.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017
Abstract: Real-Time Online Adaption for Robust Instrument Tracking and Pose Estimation.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017
2016
Structure-Preserving Color Normalization and Sparse Stain Separation for Histological Images.
IEEE Trans. Medical Imaging, 2016
IEEE Trans. Medical Imaging, 2016
Combined Tensor Fitting and TV Regularization in Diffusion Tensor Imaging Based on a Riemannian Manifold Approach.
IEEE Trans. Medical Imaging, 2016
AggNet: Deep Learning From Crowds for Mitosis Detection in Breast Cancer Histology Images.
IEEE Trans. Medical Imaging, 2016
Lumen Segmentation in Intravascular Optical Coherence Tomography Using Backscattering Tracked and Initialized Random Walks.
IEEE J. Biomed. Health Informatics, 2016
Joint Segmentation and Shape Regularization With a Generalized Forward-Backward Algorithm.
IEEE Trans. Image Process., 2016
IEEE Trans. Pattern Anal. Mach. Intell., 2016
Neuron-Miner: An Advanced Tool for Morphological Search and Retrieval in Neuroscientific Image Databases.
Neuroinformatics, 2016
Medical Image Anal., 2016
Personalized, relevance-based Multimodal Robotic Imaging and augmented reality for Computer Assisted Interventions.
Medical Image Anal., 2016
Supervised domain adaptation of decision forests: Transfer of models trained in vitro for in vivo intravascular ultrasound tissue characterization.
Medical Image Anal., 2016
CoRR, 2016
CoRR, 2016
A Taxonomy and Library for Visualizing Learned Features in Convolutional Neural Networks.
CoRR, 2016
CoRR, 2016
MirrARbilitation: A clinically-related gesture recognition interactive tool for an AR rehabilitation system.
Comput. Methods Programs Biomed., 2016
CRF-Based Model for Instrument Detection and Pose Estimation in Retinal Microsurgery.
Comput. Math. Methods Medicine, 2016
Comput. Biol. Medicine, 2016
Int. J. Comput. Assist. Radiol. Surg., 2016
Device- and system-independent personal touchless user interface for operating rooms.
Int. J. Comput. Assist. Radiol. Surg., 2016
Calibration of RGBD camera and cone-beam CT for 3D intra-operative mixed reality visualization.
Int. J. Comput. Assist. Radiol. Surg., 2016
Dual-robot ultrasound-guided needle placement: closing the planning-imaging-action loop.
Int. J. Comput. Assist. Radiol. Surg., 2016
Preclinical usability study of multiple augmented reality concepts for K-wire placement.
Int. J. Comput. Assist. Radiol. Surg., 2016
An augmented reality C-arm for intraoperative assessment of the mechanical axis: a preclinical study.
Int. J. Comput. Assist. Radiol. Surg., 2016
Multimodal US-gamma imaging using collaborative robotics for cancer staging biopsies.
Int. J. Comput. Assist. Radiol. Surg., 2016
Automatic 3D reconstruction of electrophysiology catheters from two-view monoplane C-arm image sequences.
Int. J. Comput. Assist. Radiol. Surg., 2016
Single-view X-ray depth recovery: toward a novel concept for image-guided interventions.
Int. J. Comput. Assist. Radiol. Surg., 2016
Survival analysis for high-dimensional, heterogeneous medical data: Exploring feature extraction as an alternative to feature selection.
Artif. Intell. Medicine, 2016
Automatic Detection of Non-Biological Artifacts in ECGs Acquired During Cardiac Computed Tomography.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016
Deeply learnt hashing forests for content based image retrieval in prostate MR images.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Position-based adjustment of landmark-based correspondence finding in electromagnetic sensor-based colonoscope tracking method.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the Deep Learning and Data Labeling for Medical Applications, 2016
Mitosis Detection in Intestinal Crypt Images with Hough Forest and Conditional Random Fields.
Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016
Proceedings of the Deep Learning and Data Labeling for Medical Applications, 2016
Patient MoCap: Human Pose Estimation Under Blanket Occlusion for Hospital Monitoring Applications.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the Medical Imaging and Augmented Reality - 7th International Conference, 2016
Proceedings of the Medical Imaging and Augmented Reality - 7th International Conference, 2016
Proceedings of the Medical Imaging and Augmented Reality - 7th International Conference, 2016
Exploring Visuo-Haptic Augmented Reality User Interfaces for Stereo-Tactic Neurosurgery Planning.
Proceedings of the Medical Imaging and Augmented Reality - 7th International Conference, 2016
Proceedings of the Medical Imaging and Augmented Reality - 7th International Conference, 2016
Reduction of Interaction Space in Single Point Active Alignment Method for Optical See-Through Head-Mounted Display Calibration.
Proceedings of the 2016 IEEE International Symposium on Mixed and Augmented Reality, 2016
Modeling Physical Structure as Additional Constraints for Stereoscopic Optical See-Through Head-Mounted Display Calibration.
Proceedings of the 2016 IEEE International Symposium on Mixed and Augmented Reality, 2016
Proceedings of the 2016 IEEE International Symposium on Mixed and Augmented Reality, 2016
Proceedings of the 2016 IEEE International Symposium on Mixed and Augmented Reality, 2016
Multiscale distribution preserving autoencoders for plaque detection in intravascular optical coherence tomography.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Automatic force-compliant robotic ultrasound screening of abdominal aortic aneurysms.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016
Toward real-time 3D ultrasound registration-based visual servoing for interventional navigation.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016
When 2.5D is not enough: Simultaneous reconstruction, segmentation and recognition on dense SLAM.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016
Confidence-driven control of an ultrasound probe: Target-specific acoustic window optimization.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016
Proceedings of the Computer Vision - ECCV 2016, 2016
Proceedings of the Computer Vision - ECCV 2016, 2016
Coupling Convolutional Neural Networks and Hough Voting for Robust Segmentation of Ultrasound Volumes.
Proceedings of the Pattern Recognition - 38th German Conference, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Proceedings of the British Machine Vision Conference 2016, 2016
Proceedings of the Bildverarbeitung für die Medizin 2016 - Algorithmen - Systeme, 2016
Proceedings of the 9th Eurographics Workshop on 3D Object Retrieval, 2016
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation.
Proceedings of the Fourth International Conference on 3D Vision, 2016
Proceedings of the Fourth International Conference on 3D Vision, 2016
Proceedings of the Fourth International Conference on 3D Vision, 2016
2015
Vertebroplasty Performance on Simulator for 19 Surgeons Using Hierarchical Task Analysis.
IEEE Trans. Medical Imaging, 2015
IEEE Trans. Medical Imaging, 2015
IEEE Trans. Medical Imaging, 2015
Direct Parametric Reconstruction Using Anatomical Regularization for Simultaneous PET/MRI Data.
IEEE Trans. Medical Imaging, 2015
Guest Editorial Special Issue on Spine Imaging, Image-Based Modeling, and Image Guided Intervention.
IEEE Trans. Medical Imaging, 2015
IEEE Trans. Medical Imaging, 2015
Patient-Specific Biomechanical Model for the Prediction of Lung Motion From 4-D CT Images.
IEEE Trans. Medical Imaging, 2015
Multi-Modal Intra-Operative Navigation During Distal Locking of Intramedullary Nails.
IEEE Trans. Medical Imaging, 2015
Direct Parametric Image Reconstruction in Reduced Parameter Space for Rapid Multi-Tracer PET Imaging.
IEEE Trans. Medical Imaging, 2015
Stratification of coronary artery disease patients for revascularization procedure based on estimating adverse effects.
BMC Medical Informatics Decis. Mak., 2015
Int. J. Comput. Vis., 2015
Semi-Automatic Segmentation of Autosomal Dominant Polycystic Kidneys using Random Forests.
CoRR, 2015
Comput. Medical Imaging Graph., 2015
Multimodal image-guided prostate fusion biopsy based on automatic deformable registration.
Int. J. Comput. Assist. Radiol. Surg., 2015
Automatic bone detection and soft tissue aware ultrasound-CT registration for computer-aided orthopedic surgery.
Int. J. Comput. Assist. Radiol. Surg., 2015
Int. J. Comput. Assist. Radiol. Surg., 2015
Int. J. Comput. Assist. Radiol. Surg., 2015
3D transcranial ultrasound as a novel intra-operative imaging technique for DBS surgery: a feasibility study.
Int. J. Comput. Assist. Radiol. Surg., 2015
Proceedings of the 2015 IEEE Virtual Reality, 2015
Proceedings of the Eurographics Workshop on Visual Computing for Biology and Medicine, 2015
Proceedings of the 2015 IEEE Scientific Visualization Conference, 2015
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015
Automatic Guide-Wire Detection for Neurointerventions Using Low-Rank Sparse Matrix Decomposition and Denoising.
Proceedings of the Augmented Environments for Computer-Assisted Interventions, 2015
Patient-specific 3D Ultrasound Simulation Based on Convolutional Ray-tracing and Appearance Optimization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Tracking Accuracy Evaluation of Electromagnetic Sensor-Based Colonoscope Tracking Method.
Proceedings of the Computer-Assisted and Robotic Endoscopy - Second International Workshop, 2015
Robust Segmentation of Various Anatomies in 3D Ultrasound Using Hough Forests and Learned Data Representations.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Hashing Forests for Morphological Search and Retrieval in Neuroscientific Image Databases.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Inertial Measurement Unit for Radiation-Free Navigated Screw Placement in Slipped Capital Femoral Epiphysis Surgery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the Augmented Environments for Computer-Assisted Interventions, 2015
'On the Fly' Reconstruction and Tracking System for Patient Setup in Radiation Therapy.
Proceedings of the Augmented Environments for Computer-Assisted Interventions, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015
Proceedings of the 2015 IEEE International Symposium on Mixed and Augmented Reality, 2015
Introducing Augmented Reality to Optical Coherence Tomography in Ophthalmic Microsurgery.
Proceedings of the 2015 IEEE International Symposium on Mixed and Augmented Reality, 2015
Proceedings of the 2015 IEEE International Symposium on Mixed and Augmented Reality, 2015
Proceedings of the 2015 IEEE International Symposium on Mixed and Augmented Reality, 2015
Proceedings of the 2015 IEEE International Symposium on Mixed and Augmented Reality, 2015
Proceedings of the 2015 IEEE International Symposium on Mixed and Augmented Reality, 2015
Augmenting Mobile C-arm Fluoroscopes via Stereo-RGBD Sensors for Multimodal Visualization.
Proceedings of the 2015 IEEE International Symposium on Mixed and Augmented Reality, 2015
RGBDX: First Design and Experimental Validation of a Mirror-Based RGBD X-ray Imaging System.
Proceedings of the 2015 IEEE International Symposium on Mixed and Augmented Reality, 2015
Auditory and Visio-Temporal Distance Coding for 3-Dimensional Perception in Medical Augmented Reality.
Proceedings of the 2015 IEEE International Symposium on Mixed and Augmented Reality, 2015
Cardiac MRI derived epicardial fat maps to assist VT ablation procedures for subjects with implantable devices.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Deep learning of tissue specific speckle representations in optical coherence tomography and deeper exploration for in situ histology.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Bag of forests for modelling of tissue energy interaction in optical coherence tomography for atherosclerotic plaque susceptibility assessment.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Mutually coherent structural representation for image registration through joint manifold embedding and alignment.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Deformable registration of immunofluorescence and histology using iterative cross-modal propagation.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015
Illumination Compensation and Normalization Using Low-Rank Decomposition of Multispectral Images in Dermatology.
Proceedings of the Information Processing in Medical Imaging, 2015
Proceedings of the IEEE International Conference on Robotics and Automation, 2015
Proceedings of the IEEE International Conference on Robotics and Automation, 2015
Automatic detection of necrosis, normoxia and hypoxia in tumors from multimodal cytological images.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Weakly-Supervised Structured Output Learning with Flexible and Latent Graphs Using High-Order Loss Functions.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Illumination compensation for high-resolution multispectral image mosaicing of heritage paintings.
Proceedings of the 2nd Digital Heritage International Congress, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Proceedings of the British Machine Vision Conference 2015, 2015
Proceedings of the British Machine Vision Conference 2015, 2015
Proceedings of the British Machine Vision Conference 2015, 2015
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015
Proceedings of the 2015 International Conference on 3D Vision, 2015
Repeatable Local Coordinate Frames for 3D Human Motion Tracking: From Rigid to Non-rigid.
Proceedings of the 2015 International Conference on 3D Vision, 2015
2014
IEEE Trans. Vis. Comput. Graph., 2014
A Fourier-Based Approach to the Angiographic Assessment of Flow Diverter Efficacy in the Treatment of Cerebral Aneurysms.
IEEE Trans. Medical Imaging, 2014
IEEE Trans. Pattern Anal. Mach. Intell., 2014
Medical Image Anal., 2014
Joint learning of ultrasonic backscattering statistical physics and signal confidence primal for characterizing atherosclerotic plaques using intravascular ultrasound.
Medical Image Anal., 2014
Medical Image Anal., 2014
Automatic ultrasound-MRI registration for neurosurgery using the 2D and 3D LC<sup>2</sup> Metric.
Medical Image Anal., 2014
Comput. Medical Imaging Graph., 2014
Comput. Medical Imaging Graph., 2014
Int. J. Comput. Assist. Radiol. Surg., 2014
Int. J. Comput. Assist. Radiol. Surg., 2014
Int. J. Comput. Assist. Radiol. Surg., 2014
Deformable Registration of Multi-modal Microscopic Images Using a Pyramidal Interactive Registration-Learning Methodology.
Proceedings of the Biomedical Image Registration - 6th International Workshop, 2014
Proceedings of the 2014 IEEE Virtual Reality, 2014
Proceedings of the Eurographics Workshop on Visual Computing for Biology and Medicine, 2014
Blood flow quantification using optical flow methods in a body fitted coordinate system.
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Colonoscope navigation system using colonoscope tracking method based on line registration.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014
3D Velocity Field and Flow Profile Reconstruction from Arbitrarily Sampled Doppler Ultrasound Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Hough Space Parametrization: Ensuring Global Consistency in Intensity-Based Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
fhSPECT-US Guided Needle Biopsy of Sentinel Lymph Nodes in the Axilla: Is it Feasible?
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Improved Screw Placement for Slipped Capital Femoral Epiphysis (SCFE) Using Robotically-Assisted Drill Guidance.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
A Quadratic Energy Minimization Framework for Signal Loss Estimation from Arbitrarily Sampled Ultrasound Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Towards robust identification and tracking of nevi in sparse photographic time series.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2014
Transfer learning of tissue photon interaction in optical coherence tomography towardsin vivo histology of the oral mucosa.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Automatic particle picking and multi-class classification in cryo-electron tomograms.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014
The 'Augmented' Circles: A Video-Guided Solution for the Down-the-Beam Positioning of IM Nail Holes.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014
Vascular 3D+T Freehand Ultrasound Using Correlation of Doppler and Pulse-Oximetry Data.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Detecting and Analyzing the Surgical Workflow to Aid Human and Robotic Scrub Nurses.
Proceedings of the 13. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2014
Proceedings of the British Machine Vision Conference, 2014
Proceedings of the British Machine Vision Conference, 2014
Proceedings of the British Machine Vision Conference, 2014
Proceedings of the Articulated Motion and Deformable Objects, 2014
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
Extended Co-occurrence HOG with Dense Trajectories for Fine-Grained Activity Recognition.
Proceedings of the Computer Vision - ACCV 2014, 2014
2013
IEEE Trans. Medical Imaging, 2013
IEEE Trans. Medical Imaging, 2013
Simultaneous Registration of Multiple Images: Similarity Metrics and Efficient Optimization.
IEEE Trans. Pattern Anal. Mach. Intell., 2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Medical Image Anal., 2013
Segmentation by retrieval with guided random walks: Application to left ventricle segmentation in MRI.
Medical Image Anal., 2013
On mixed reality environments for minimally invasive therapy guidance: Systems architecture, successes and challenges in their implementation from laboratory to clinic.
Comput. Medical Imaging Graph., 2013
Comput. Biol. Medicine, 2013
Comput. Biol. Medicine, 2013
Hybrid electromagnetic and image-based tracking of endoscopes with guaranteed smooth output.
Int. J. Comput. Assist. Radiol. Surg., 2013
Int. J. Comput. Assist. Radiol. Surg., 2013
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013
How a surgeon becomes superman by visualization of intelligently fused multi-modalities.
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013
Template-based CTA X-ray angio rigid registration of coronary arteries in frequency domain.
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013
Fast Data-Driven Calibration of a Cardiac Electrophysiology Model from Images and ECG.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Global Registration of Ultrasound to MRI Using the LC2 Metric for Enabling Neurosurgical Guidance.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Robust Model-Based 3D/3D Fusion Using Sparse Matching for Minimally Invasive Surgery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Automatic Detection of Multiple and Overlapping EP Catheters in Fluoroscopic Sequences.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Image-Based Computational Models for TAVI Planning: From CT Images to Implant Deployment.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Learning from Multiple Experts with Random Forests: Application to the Segmentation of the Midbrain in 3D Ultrasound.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2013
Advanced intervention planning for Transcatheter Aortic Valve Implantations (TAVI) from CT using volumetric models.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the Information Processing in Computer-Assisted Interventions, 2013
Proceedings of the Information Processing in Computer-Assisted Interventions, 2013
From Medical Images to Fast Computational Models of Heart Electromechanics: An Integrated Framework towards Clinical Use.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013
Combination of intra-operative freehand SPECT imaging with MR images for guidance and navigation.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the Time-of-Flight and Depth Imaging. Sensors, Algorithms, and Applications, 2013
Proceedings of the Bildverarbeitung für die Medizin 2013 - Algorithmen - Systeme, 2013
2012
Closed-Form Inverse Kinematics for Interventional C-Arm X-Ray Imaging With Six Degrees of Freedom: Modeling and Application.
IEEE Trans. Medical Imaging, 2012
IEEE Trans. Medical Imaging, 2012
IEEE Trans. Medical Imaging, 2012
A State-of-the-Art Review on Segmentation Algorithms in Intravascular Ultrasound (IVUS) Images.
IEEE Trans. Inf. Technol. Biomed., 2012
Iterative Self-Organizing Atherosclerotic Tissue Labeling in Intravascular Ultrasound Images and Comparison With Virtual Histology.
IEEE Trans. Biomed. Eng., 2012
Recognizing multiple human activities and tracking full-body pose in unconstrained environments.
Pattern Recognit., 2012
IEEE Trans. Pattern Anal. Mach. Intell., 2012
Medical Image Anal., 2012
Entropy and Laplacian images: Structural representations for multi-modal registration.
Medical Image Anal., 2012
The 2D analytic signal for envelope detection and feature extraction on ultrasound images.
Medical Image Anal., 2012
Medical Image Anal., 2012
Medical Image Anal., 2012
J. Math. Imaging Vis., 2012
Image Vis. Comput., 2012
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012
mirracle: Augmented Reality in-situ visualization of human anatomy using a magic mirror.
Proceedings of the 2012 IEEE Virtual Reality, 2012
Proceedings of the 2012 IEEE Virtual Reality, 2012
Two new ad-hoc models of detection physics and their evaluation for navigated beta probe surface imaging.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012
Real-time motion compensation for EM bronchoscope tracking with smooth output - ex-vivo validation.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2012
Intra-op Measurement of the Mechanical Axis Deviation: An Evaluation Study on 19 Human Cadaver Legs.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Towards Intra-operative PET for Head and Neck Cancer: Lymph Node Localization Using High-Energy Probes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2012
Detection of Substantia Nigra Echogenicities in 3D Transcranial Ultrasound for Early Diagnosis of Parkinson Disease.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Augmented Environments for Computer-Assisted Interventions, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Augmented Environments for Computer-Assisted Interventions, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Out-of-Plane Artifact Reduction in Tomosynthesis Based on Regression Modeling and Outlier Detection.
Proceedings of the Breast Imaging, 2012
Proceedings of the 17th International Conference on Intelligent User Interfaces, 2012
Proceedings of the 17th International Conference on Intelligent User Interfaces, 2012
Augmented reality during angiography: Integration of a virtual mirror for improved 2D/3D visualization.
Proceedings of the 11th IEEE International Symposium on Mixed and Augmented Reality, 2012
Supervised classification for customized intraoperative augmented reality visualization.
Proceedings of the 11th IEEE International Symposium on Mixed and Augmented Reality, 2012
Superman-like X-ray vision: Towards brain-computer interfaces for medical augmented reality.
Proceedings of the 11th IEEE International Symposium on Mixed and Augmented Reality, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Automatic segmentation and tracking of thrombus formation within in vitro microscopic video sequences.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Model-based fusion of CT and non-contrasted 3D C-arm CT: Application to transcatheter valve therapies.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Patient-specific finite-element simulation of respiratory mechanics for radiotherapy guidance, a first evaluation study.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
A new framework for morphological and morphometric study of fish species based on groupwise registration of otolith images.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Detection and identification of macromolecular complexes in cryo-electron tomograms using support vector machines.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Adaptive neighborhood selection for real-time surface normal estimation from organized point cloud data using integral images.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012
Towards Systematic Usability Evaluations for the OR: An Introduction to OR-Use Framework.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Computer Vision - ECCV 2012, 2012
Technical Demonstration on Model Based Training, Detection and Pose Estimation of Texture-Less 3D Objects in Heavily Cluttered Scenes.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012
Proceedings of the Computer Vision - ECCV 2012, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
Motion Compensation for Bronchoscope Navigation Using Electromagnetic Tracking, Airway Segmentation, and Image Similarity.
Proceedings of the Bildverarbeitung für die Medizin 2012 - Algorithmen - Systeme, 2012
A Systematic Approach Toward Reliable Atherosclerotic Plaque Characterization in IVUS Images.
Proceedings of the Bildverarbeitung für die Medizin 2012 - Algorithmen - Systeme, 2012
Rigid US-MRI Registration Through Segmentation of Equivalent Anatomic Structures - A Feasibility Study using 3D Transcranial Ultrasound of the Midbrain.
Proceedings of the Bildverarbeitung für die Medizin 2012 - Algorithmen - Systeme, 2012
Proceedings of the Computer Vision - ACCV 2012, 2012
Model Based Training, Detection and Pose Estimation of Texture-Less 3D Objects in Heavily Cluttered Scenes.
Proceedings of the Computer Vision - ACCV 2012, 2012
Proceedings of the IEEE Symposium on 3D User Interfaces 2012, 2012
2011
IEEE Trans. Medical Imaging, 2011
Prediction of intraoperative complexity from preoperative patient data for laparoscopic cholecystectomy.
Artif. Intell. Medicine, 2011
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011
Model Guided Multimodal Imaging and Visualization for Computer Assisted Interventions.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2011), 2011
Proceedings of the Medicine Meets Virtual Reality 18 - NextMed, 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Closed-form inverse kinematics for intra-operative mobile C-arm positioning with six degrees of freedom.
Proceedings of the Medical Imaging 2011: Visualization, 2011
Evaluation of an ad hoc model of detection physics for navigated beta-probe surface imaging.
Proceedings of the Medical Imaging 2011: Visualization, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Sparse Dose Painting Based on a Dual-Pass Kinetic-Oxygen Mapping of Dynamic PET Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2011
Deformable Registration of Bronchoscopic Video Sequences to CT Volumes with Guaranteed Smooth Output.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Building Implicit Dictionaries Based on Extreme Random Clustering for Modality Recognition.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Model-Based Fusion of Multi-modal Volumetric Images: Application to Transcatheter Valve Procedures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Joint Thrombus and Vessel Segmentation Using Dynamic Texture Likelihoods and Shape Prior.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Manifold learning for dimensionality reduction and clustering of skin spectroscopy data.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
MR in OR: First analysis of AR/VR visualization in 100 intra-operative Freehand SPECT acquisitions.
Proceedings of the 10th IEEE International Symposium on Mixed and Augmented Reality, 2011
Trajectory planning with Augmented Reality for improved risk assessment in image-guided keyhole neurosurgery.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the Information Processing in Medical Imaging, 2011
Proceedings of the Information Processing in Medical Imaging, 2011
Proceedings of the Information Processing in Computer-Assisted Interventions, 2011
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
Multimodal templates for real-time detection of texture-less objects in heavily cluttered scenes.
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
Estimating human 3D pose from Time-of-Flight images based on geodesic distances and optical flow.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011
Manifold learning for shape guided segmentation of Cardiac boundaries: Application to 3D+t Cardiac MRI.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
Camera Augmented Mobile C-Arm (CAMC): Calibration, Accuracy Study, and Clinical Applications.
IEEE Trans. Medical Imaging, 2010
Patient-Specific Modeling and Quantification of the Aortic and Mitral Valves From 4-D Cardiac CT and TEE.
IEEE Trans. Medical Imaging, 2010
IEEE Trans. Medical Imaging, 2010
Linear intensity-based image registration by Markov random fields and discrete optimization.
Medical Image Anal., 2010
Unifying Characterization of Deformable Registration Methods Based on the Inherent Parametrization.
Proceedings of the Biomedical Image Registration, 4th International Workshop, 2010
Proceedings of the Biomedical Image Registration, 4th International Workshop, 2010
Proceedings of the 15th International Workshop on Vision, Modeling, and Visualization, 2010
Proceedings of the 15th International Workshop on Vision, Modeling, and Visualization, 2010
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Learning discriminative distance functions for valve retrieval and improved decision support in valvular heart disease.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Proceedings of the Medical Imaging 2010: Visualization, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Manifold Learning for Image-Based Breathing Gating with Application to 4D Ultrasound.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
A Machine Learning Approach for Deformable Guide-Wire Tracking in Fluoroscopic Sequences.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Patient-Specific Modeling of the Heart: Applications to Cardiovascular Disease Management.
Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010