Dorin Comaniciu
Orcid: 0000-0002-5238-8647Affiliations:
- Siemens Healthineers, Medical Imaging Technologies, Princeton, NJ, USA
According to our database1,
Dorin Comaniciu
authored at least 284 papers
between 1996 and 2023.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2017, "For contributions to machine intelligence, diagnostic imaging, image-guided interventions, and computer vision".
IEEE Fellow
IEEE Fellow 2012, "For contributions to medical image analysis and computer vision".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on scopus.com
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on orcid.org
On csauthors.net:
Bibliography
2023
General-Purpose vs. Domain-Adapted Large Language Models for Extraction of Data from Thoracic Radiology Reports.
CoRR, 2023
Generation of Radiology Findings in Chest X-Ray by Leveraging Collaborative Knowledge.
CoRR, 2023
3D-2D GAN based brain metastasis synthesis with configurable parameters for fully 3D data augmentation.
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Multi-scale Self-Supervised Learning for Longitudinal Lesion Tracking with Optional Supervision.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
The importance of data domain on self-supervised learning for brain metastasis detection and segmentation.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Detecting Out-of-Distribution via an Unsupervised Uncertainty Estimation for Prostate Cancer Diagnosis.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
2021
No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting With Adversarial Attacks.
IEEE Trans. Medical Imaging, 2021
Robust classification from noisy labels: Integrating additional knowledge for chest radiography abnormality assessment.
Medical Image Anal., 2021
Medical Image Anal., 2021
Brain midline shift detection and quantification by a cascaded deep network pipeline on non-contrast computed tomography scans.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Abstract: Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation.
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021
2020
Automated detection and quantification of COVID-19 airspace disease on chest radiographs: A novel approach achieving radiologist-level performance using a CNN trained on digital reconstructed radiographs (DRRs) from CT-based ground-truth.
CoRR, 2020
Machine Learning Automatically Detects COVID-19 using Chest CTs in a Large Multicenter Cohort.
CoRR, 2020
CoRR, 2020
CoRR, 2020
Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images.
CoRR, 2020
Deep Attentive Panoptic Model for Prostate Cancer Detection Using Biparametric MRI Scans.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
False Positive Reduction Using Multiscale Contextual Features for Prostate Cancer Detection in Multi-Parametric MRI Scans.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT Scans.
IEEE Trans. Pattern Anal. Mach. Intell., 2019
CoRR, 2019
Comput. Medical Imaging Graph., 2019
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019
Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Anisotropic Hybrid Network for Cross-Dimension Transferable Feature Learning in 3D Medical Images.
Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics, 2019
2018
Towards intelligent robust detection of anatomical structures in incomplete volumetric data.
Medical Image Anal., 2018
Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition.
CoRR, 2018
Learning to recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks.
CoRR, 2018
3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Nonlinear Adaptively Learned Optimization for Object Localization in 3D Medical Images.
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Learning to Recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018
2017
Deep Learning Based Automatic Segmentation of Pathological Kidney in CT: Local Versus Global Image Context.
Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Image Computing, 2017
Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Image Computing, 2017
Towards patient-specific modeling of mitral valve repair: 3D transesophageal echocardiography-derived parameter estimation.
Medical Image Anal., 2017
Personalized mitral valve closure computation and uncertainty analysis from 3D echocardiography.
Medical Image Anal., 2017
Automatic Vertebra Labeling in Large-Scale 3D CT using Deep Image-to-Image Network with Message Passing and Sparsity Regularization.
CoRR, 2017
A Fully-Automated Pipeline for Detection and Segmentation of Liver Lesions and Pathological Lymph Nodes.
CoRR, 2017
Comprehensive preclinical evaluation of a multi-physics model of liver tumor radiofrequency ablation.
Int. J. Comput. Assist. Radiol. Surg., 2017
Proceedings of the Medical Imaging 2017: Image Processing, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Deep Image-to-Image Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes.
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
Automatic Vertebra Labeling in Large-Scale 3D CT Using Deep Image-to-Image Network with Message Passing and Sparsity Regularization.
Proceedings of the Information Processing in Medical Imaging, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
IEEE Trans. Medical Imaging, 2016
A self-taught artificial agent for multi-physics computational model personalization.
Medical Image Anal., 2016
Medical Image Anal., 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
2015
Efficient Lattice Boltzmann Solver for Patient-Specific Radiofrequency Ablation of Hepatic Tumors.
IEEE Trans. Medical Imaging, 2015
Pattern Recognit. Lett., 2015
J. Comput. Phys., 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Robust Live Tracking of Mitral Valve Annulus for Minimally-Invasive Intervention Guidance.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Vito - A Generic Agent for Multi-physics Model Personalization: Application to Heart Modeling.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Marginal Space Deep Learning: Efficient Architecture for Detection in Volumetric Image Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Data-Driven Model Reduction for Fast, High Fidelity Atrial Electrophysiology Computations.
Proceedings of the Functional Imaging and Modeling of the Heart, 2015
Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study.
Proceedings of the Functional Imaging and Modeling of the Heart, 2015
2014
Multi-Part Modeling and Segmentation of Left Atrium in C-Arm CT for Image-Guided Ablation of Atrial Fibrillation.
IEEE Trans. Medical Imaging, 2014
Automatic Detection and Measurement of Structures in Fetal Head Ultrasound Volumes Using Sequential Estimation and Integrated Detection Network (IDN).
IEEE Trans. Medical Imaging, 2014
Medical Image Anal., 2014
Estimation of Regional Electrical Properties of the Heart from 12-Lead ECG and Images.
Proceedings of the Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges, 2014
Robust Detection of Mitral Papillary Muscle from 4D Transesophageal Echocardiography.
Proceedings of the Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges, 2014
Robust Image-Based Estimation of Cardiac Tissue Parameters and Their Uncertainty from Noisy Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Multi-modal Validation Framework of Mitral Valve Geometry and Functional Computational Models.
Proceedings of the Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2014
Automatic image-to-model framework for patient-specific electromechanical modeling of the heart.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Marginal Space Learning for Medical Image Analysis - Efficient Detection and Segmentation of Anatomical Structures
Springer, ISBN: 978-1-4939-0600-0, 2014
2013
IEEE Trans. Medical Imaging, 2013
Medical Image Anal., 2013
Lymph node detection and segmentation in chest CT data using discriminative learning and a spatial prior.
Medical Image Anal., 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
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013
A Framework for the Pre-clinical Validation of LBM-EP for the Planning and Guidance of Ventricular Tachycardia Ablation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013
Automatic Personalization of the Mitral Valve Biomechanical Model Based on 4D Transesophageal Echocardiography.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 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
Lattice Boltzmann Method for Fast Patient-Specific Simulation of Liver Tumor Ablation from CT Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Estimation of patient-specific material properties of the mitral valve using 4D Transesophageal Echocardiography.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 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
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
Proceedings of the Functional Imaging and Modeling of the Heart, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Automatic Aorta Segmentation and Valve Landmark Detection in C-Arm CT for Transcatheter Aortic Valve Implantation.
IEEE Trans. Medical Imaging, 2012
IEEE Trans. Medical Imaging, 2012
An integrated framework for finite-element modeling of mitral valve biomechanics from medical images: Application to MitralClip intervention planning.
Medical Image Anal., 2012
Medical Image Anal., 2012
Robust tracking of a virtual electrode on a coronary sinus catheter for atrial fibrillation ablation procedures.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012
Data-Driven Breast Decompression and Lesion Mapping from Digital Breast Tomosynthesis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Catheter Tracking via Online Learning for Dynamic Motion Compensation in Transcatheter Aortic Valve Implantation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
LBM-EP: Lattice-Boltzmann Method for Fast Cardiac Electrophysiology Simulation from 3D Images.
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 Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Real Time Assistance for Stent Positioning and Assessment by Self-initialized Tracking.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Automatic Detection and Quantification of Mitral Regurgitation on TTE with Application to Assist Mitral Clip Planning and Evaluation.
Proceedings of the Clinical Image-Based Procedures. From Planning to Intervention, 2012
Multi-stage osteolytic spinal bone lesion detection from CT data with internal sensitivity control.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Precise segmentation of the left atrium in C-arm CT volumes with applications to atrial fibrillation ablation.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Fast tracking of catheters in 2D fluoroscopic images using an integrated CPU-GPU framework.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Personalized learning-based segmentation of thoracic aorta and main branches for diagnosis and treatment planning.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Data-driven computational models of heart anatomy, mechanics and hemodynamics: An integrated framework.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Enhancement of organ of interest via background subtraction in cone beam rotational angiocardiogram.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
A framework for personalization of coronary flow computations during rest and hyperemia.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Automatic Localization of Balloon Markers and Guidewire in Rotational Fluoroscopy with Application to 3D Stent Reconstruction.
Proceedings of the Computer Vision - ECCV 2012, 2012
2011
Prediction Based Collaborative Trackers (PCT): A Robust and Accurate Approach Toward 3D Medical Object Tracking.
IEEE Trans. Medical Imaging, 2011
IEEE Trans. Medical Imaging, 2011
Comparing axial CT slices in quantized N-dimensional SURF descriptor space to estimate the visible body region.
Comput. Medical Imaging Graph., 2011
Machine learning based vesselness measurement for coronary artery segmentation in cardiac CT volumes.
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Learning distance function for regression-based 4D pulmonary trunk model reconstruction estimated from sparse MRI data.
Proceedings of the Medical Imaging 2011: Visualization, 2011
Multi-part Left Atrium Modeling and Segmentation in C-Arm CT Volumes for Atrial Fibrillation Ablation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Efficient Detection of Native and Bypass Coronary Ostia in Cardiac CT Volumes: Anatomical vs. Pathological Structures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Image-Based Device Tracking for the Co-registration of Angiography and Intravascular Ultrasound Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Robust Physically-Constrained Modeling of the Mitral Valve and Subvalvular Apparatus.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Accurate Regression-Based 4D Mitral Valve Surface Reconstruction from 2D+t MRI Slices.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 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
Detection, Grading and Classification of Coronary Stenoses in Computed Tomography Angiography.
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 Machine Learning in Medical Imaging - Second International Workshop, 2011
A Discriminative Distance Learning-Based CBIR Framework for Characterization of Indeterminate Liver Lesions.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2011
Automatic Extraction of 3D Dynamic Left Ventricle Model from 2D Rotational Angiocardiogram.
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 Imaging 2011: Computer-Aided Diagnosis, 2011
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
Patient-Specific Model of Left Heart Anatomy, Dynamics and Hemodynamics from 4D TEE: A First Validation Study.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011
Automatic Delineation of Left and Right Ventricles in Cardiac MRI Sequences Using a Joint Ventricular Model.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011
Learning-based hypothesis fusion for robust catheter tracking in 2D X-ray fluoroscopy.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Robust discriminative wire structure modeling with application to stent enhancement in fluoroscopy.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
Patient-Specific Modeling and Quantification of the Aortic and Mitral Valves From 4-D Cardiac CT and TEE.
IEEE Trans. Medical Imaging, 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: Visualization, 2010
Proceedings of the Machine Learning in Medical Imaging, First International Workshop, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010
Cross-Modality Assessment and Planning for Pulmonary Trunk Treatment Using CT and MRI Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Machine Learning in Medical Imaging, First International Workshop, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010
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 Imaging 2010: Computer-Aided Diagnosis, 2010
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010
Detection and retrieval of cysts in joint ultrasound B-mode and elasticity breast images.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Using needle detection and tracking for motion compensation in abdominal interventions.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Learning-based 3D myocardial motion flow estimation using high frame rate volumetric ultrasound data.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Patient-specific modeling of left heart anatomy, dynamics and hemodynamics from high resolution 4D CT.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Multiple object detection by sequential monte carlo and Hierarchical Detection Network.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
Visual Tracking by Continuous Density Propagation in Sequential Bayesian Filtering Framework.
IEEE Trans. Pattern Anal. Mach. Intell., 2009
Coronary DSA: enhancing coronary tree visibility through discriminative learning and robust motion estimation.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Automatic left ventricle detection in MRI images using marginal space learning and component-based voting.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Left ventricle endocardium segmentation for cardiac CT volumes using an optimal smooth surface.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Imaging 2009: Visualization, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Personalized Pulmonary Trunk Modeling for Intervention Planning and Valve Assessment Estimated from CT Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Personalized Modeling and Assessment of the Aortic-Mitral Coupling from 4D TEE and CT.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Fast Automatic Segmentation of the Esophagus from 3D CT Data Using a Probabilistic Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Marginal Space Learning for Efficient Detection of 2D/3D Anatomical Structures in Medical Images.
Proceedings of the Information Processing in Medical Imaging, 2009
Robust motion estimation using trajectory spectrum learning: Application to aortic and mitral valve modeling from 4D TEE.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Automatic ovarian follicle quantification from 3D ultrasound data using global/local context with database guided segmentation.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Discriminative Joint Context for Automatic Landmark Set Detection from a Single Cardiac MR Long Axis Slice.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009
Robust object detection using marginal space learning and ranking-based multi-detector aggregation: Application to left ventricle detection in 2D MRI images.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Constrained marginal space learning for efficient 3D anatomical structure detection in medical images.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Automatic fetal face detection from ultrasound volumes via learning 3D and 2D information.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the Semantic Mining Technologies for Multimedia Databases., 2009
2008
Four-Chamber Heart Modeling and Automatic Segmentation for 3-D Cardiac CT Volumes Using Marginal Space Learning and Steerable Features.
IEEE Trans. Medical Imaging, 2008
Detection and Measurement of Fetal Anatomies from Ultrasound Images using a Constrained Probabilistic Boosting Tree.
IEEE Trans. Medical Imaging, 2008
Sequential Kernel Density Approximation and Its Application to Real-Time Visual Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2008
Proceedings of the Medical Imaging 2008: Image Processing, 2008
A Discriminative Model-Constrained Graph Cuts Approach to Fully Automated Pediatric Brain Tumor Segmentation in 3-D MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Dynamic Model-Driven Quantitative and Visual Evaluation of the Aortic Valve from 4D CT.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the Computer Vision, 2008
Simultaneous Detection and Registration for Ileo-Cecal Valve Detection in 3D CT Colonography.
Proceedings of the Computer Vision, 2008
Conditional density learning via regression with application to deformable shape segmentation.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
3D ultrasound tracking of the left ventricle using one-step forward prediction and data fusion of collaborative trackers.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Accurate polyp segmentation for 3D CT colongraphy using multi-staged probabilistic binary learning and compositional model.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Semantic-based indexing of fetal anatomies from 3-D ultrasound data using global/semi-local context and sequential sampling.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
2007
Automatic Fetal Measurements in Ultrasound Using Constrained Probabilistic Boosting Tree.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the Information Processing in Medical Imaging, 2007
A probabilistic, hierarchical, and discriminant framework for rapid and accurate detection of deformable anatomic structure.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Fast Automatic Heart Chamber Segmentation from 3D CT Data Using Marginal Space Learning and Steerable Features.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
Joint Real-time Object Detection and Pose Estimation Using Probabilistic Boosting Network.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
Hierarchical Learning of Curves Application to Guidewire Localization in Fluoroscopy.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2006
IEEE Trans. Intell. Transp. Syst., 2006
IEEE Trans. Pattern Anal. Mach. Intell., 2006
Exploiting Interactions among Polymorphisms Contributing to Complex Disease Traits with Boosted Generative Modeling.
J. Comput. Biol., 2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Hierarchical Part-Based Detection of 3D Flexible Tubes: Application to CT Colonoscopy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Health-e-Child: An Integrated Biomedical Platform for Grid-Based Paediatric Applications.
Proceedings of the Challenges and Opportunities of HealthGrids, 2006
Proceedings of the Computer Vision, 2006
Proceedings of the Computer Vision, 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
2005
Robust anisotropic Gaussian fitting for volumetric characterization of Pulmonary nodules in multislice CT.
IEEE Trans. Medical Imaging, 2005
IEEE Trans. Pattern Anal. Mach. Intell., 2005
An Automatic Molecular Diagnosis Approach Based on Boosting Classification for ALS disease.
Proceedings of The 2005 International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences, 2005
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Illumination Normalization for Face Recognition and Uneven Background Correction Using Total Variation Based Image Models.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Proceedings of the Computer Vision for Biomedical Image Applications, 2005
Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference Workshops & Poster Abstracts, 2005
Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference Workshops & Poster Abstracts, 2005
2004
Robust real-time myocardial border tracking for echocardiography: an information fusion approach.
IEEE Trans. Medical Imaging, 2004
A common framework for nonlinear diffusion, adaptive smoothing, bilateral filtering and mean shift.
Image Vis. Comput., 2004
Comparative study of dissimilarity measures for histogram-based tracking in echocardiography.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Real-Time Multi-model Tracking of Myocardium in Echocardiography Using Robust Information Fusion.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Proceedings of the Complex Motion, First International Workshop, 2004
A probabilistic framework for object recognition in video.
Proceedings of the 2004 International Conference on Image Processing, 2004
Coupled-Contour Tracking through Non-orthogonal Projections and Fusion for Echocardiography.
Proceedings of the Computer Vision, 2004
Proceedings of the Computer Vision, 2004
Proceedings of the Statistical Methods in Video Processing, 2004
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
Scale Selection for Anisotropic Scale-Space: Application to Volumetric Tumor Characterization.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
Incremental Density Approximation and Kernel-Based Bayesian Filtering for Object Tracking.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004
2003
Pattern Recognit. Lett., 2003
IEEE Trans. Pattern Anal. Mach. Intell., 2003
Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003
Conditional Feature Sensitivity: A Unifying View on Active Recognition and Feature Selection.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003
Proceedings of the Pattern Recognition, 2003
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003
2002
Signal Process., 2002
IEEE Trans. Pattern Anal. Mach. Intell., 2002
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the Computer Vision, 2002
Proceedings of the Computer Vision, 2002
2001
Design, analysis, and engineering of video monitoring systems: an approach and a case study.
Proc. IEEE, 2001
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001
2000
Computer-assisted discrimination among malignant lymphomas and leukemia using immunophenotyping, intelligent image repositories, and telemicroscopy.
IEEE Trans. Inf. Technol. Biomed., 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Proceedings of the 2000 International Conference on Image Processing, 2000
Statistical Modeling and Performance Characterization of a Real-Time Dual Camera Surveillance System.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000
1999
Model-Based Training Set Synthesis for Vector Quantization.
Proceedings of the Signal and Image Processing (SIP), 1999
Proceedings of the International Conference on Computer Vision, 1999
Proceedings of the 12th IEEE Symposium on Computer-Based Medical Systems (CBMS '99). 18-20 June 1999, 1999
1998
Proceedings of the Proceedings Fourth IEEE Workshop on Applications of Computer Vision, 1998
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998
1997
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997
1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
Proceedings of the 8th European Signal Processing Conference, 1996