Purang Abolmaesumi
Orcid: 0000-0002-7259-8609
According to our database1,
Purang Abolmaesumi
authored at least 270 papers
between 1999 and 2024.
Collaborative distances:
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Bibliography
2024
Transformer-Based Spatio-Temporal Analysis for Classification of Aortic Stenosis Severity From Echocardiography Cine Series.
IEEE Trans. Medical Imaging, January, 2024
CoRR, 2024
2023
IEEE J. Biomed. Health Informatics, September, 2023
Comput. methods Biomech. Biomed. Eng. Imaging Vis., July, 2023
TRUSformer: improving prostate cancer detection from micro-ultrasound using attention and self-supervision.
Int. J. Comput. Assist. Radiol. Surg., July, 2023
Manifold DivideMix: A Semi-Supervised Contrastive Learning Framework for Severe Label Noise.
CoRR, 2023
GEMTrans: A General, Echocardiography-Based, Multi-level Transformer Framework for Cardiovascular Diagnosis.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
2022
IEEE Trans. Medical Imaging, 2022
Self-Supervised Learning with Limited Labeled Data for Prostate Cancer Detection in High Frequency Ultrasound.
CoRR, 2022
Coarse label refinement for improving prostate cancer detection in ultrasound imaging.
Int. J. Comput. Assist. Radiol. Surg., 2022
Training deep neural networks with noisy clinical labels: toward accurate detection of prostate cancer in US data.
Int. J. Comput. Assist. Radiol. Surg., 2022
Towards targeted ultrasound-guided prostate biopsy by incorporating model and label uncertainty in cancer detection.
Int. J. Comput. Assist. Radiol. Surg., 2022
Uncertainty estimation for margin detection in cancer surgery using mass spectrometry.
Int. J. Comput. Assist. Radiol. Surg., 2022
A light-weight deep video network: towards robust assessment of ejection fraction on mobile devices.
Proceedings of the Medical Imaging 2022: Image-Guided Procedures, 2022
An efficient deep landmark detection network for PLAX EF estimation using sparse annotations.
Proceedings of the Medical Imaging 2022: Image-Guided Procedures, 2022
Multi-task deep learning for segmentation and landmark detection in obstetric sonography.
Proceedings of the Medical Imaging 2022: Image-Guided Procedures, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Differential Learning from Sparse and Noisy Labels for Robust Detection of Clinical Landmarks in Echo Cine Series.
Proceedings of the Simplifying Medical Ultrasound - Third International Workshop, 2022
Towards Confident Detection of Prostate Cancer Using High Resolution Micro-ultrasound.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
DEUE: Delta Ensemble Uncertainty Estimation for a More Robust Estimation of Ejection Fraction.
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
Uncertainty-Aware Deep Ensemble Model For Targeted Ultrasound-Guided Prostate Biopsy.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
2021
IEEE Trans. Medical Imaging, 2021
Design of an Ultrasound-Navigated Prostate Cancer Biopsy System for Nationwide Implementation in Senegal.
J. Imaging, 2021
Proceedings of the Machine Learning for Healthcare Conference, 2021
Imaging Biomarker Knowledge Transfer for Attention-Based Diagnosis of COVID-19 in Lung Ultrasound Videos.
Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021
Training Deep Networks for Prostate Cancer Diagnosis Using Coarse Histopathological Labels.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Efficient Echocardiogram View Classification with Sampling-Free Uncertainty Estimation.
Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021
Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021
Prostate Cancer Diagnosis With Sparse Biopsy Data And In Presence Of Location Uncertainty.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Characterizing The Uncertainty Of Label Noise In Systematic Ultrasound-Guided Prostate Biopsy.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Echo-Rhythm Net: Semi-Supervised Learning For Automatic Detection of Atrial Fibrillation in Echocardiography.
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 Conference on Computer Vision and Pattern Recognition, 2021
2020
Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation.
IEEE Trans. Medical Imaging, 2020
On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra- Observer Variability in 2D Echocardiography Quality Assessment.
IEEE Trans. Medical Imaging, 2020
Automatic cine-based detection of patients at high risk of heart failure with reduced ejection fraction in echocardiograms.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2020
Improving detection of prostate cancer foci via information fusion of MRI and temporal enhanced ultrasound.
Int. J. Comput. Assist. Radiol. Surg., 2020
Multiple instance learning combined with label invariant synthetic data for guiding systematic prostate biopsy: a feasibility study.
Int. J. Comput. Assist. Radiol. Surg., 2020
Cardiac point-of-care to cart-based ultrasound translation using constrained CycleGAN.
Int. J. Comput. Assist. Radiol. Surg., 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Complex Cancer Detector: Complex Neural Networks on Non-stationary Time Series for Guiding Systematic Prostate Biopsy.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
A Deep Bayesian Video Analysis Framework: Towards a More Robust Estimation of Ejection Fraction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
An End-to-End Solution for Automatic Contouring of Tumor Region in Intraoperative Images of Breast Lumpectomy.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Soft Tissue Characterization with Temporal Enhanced Ultrasound through Periodic Manipulation of Point Spread Function: A Feasibility Study.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Adaptive Augmentation of Medical Data Using Independently Conditional Variational Auto-Encoders.
IEEE Trans. Medical Imaging, 2019
Automatic Needle Segmentation and Localization in MRI With 3-D Convolutional Neural Networks: Application to MRI-Targeted Prostate Biopsy.
IEEE Trans. Medical Imaging, 2019
Cardiac Phase Detection in Echocardiograms With Densely Gated Recurrent Neural Networks and Global Extrema Loss.
IEEE Trans. Medical Imaging, 2019
Accurate and robust deep learning-based segmentation of the prostate clinical target volume in ultrasound images.
Medical Image Anal., 2019
CoRR, 2019
Automatic pathology of prostate cancer in whole mount slides incorporating individual gland classification.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2019
Deep neural maps for unsupervised visualization of high-grade cancer in prostate biopsies.
Int. J. Comput. Assist. Radiol. Surg., 2019
Automatic biplane left ventricular ejection fraction estimation with mobile point-of-care ultrasound using multi-task learning and adversarial training.
Int. J. Comput. Assist. Radiol. Surg., 2019
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019
Temporal enhanced ultrasound and shear wave elastography for tissue classification in cancer interventions: an experimental evaluation.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019
EpiGuide 2D: visibility assessment of a novel multi-channel out-of-plane needle guide for 2D point of care ultrasound.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019
AnatomyGen: Deep Anatomy Generation From Dense Representation With Applications in Mandible Synthesis.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019
Echocardiography View Classification Using Quality Transfer Star Generative Adversarial Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Echocardiography Segmentation by Quality Translation Using Anatomically Constrained CycleGAN.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Frame Rate Up-Conversion in Echocardiography Using a Conditioned Variational Autoencoder and Generative Adversarial Model.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Dual-View Joint Estimation of Left Ventricular Ejection Fraction with Uncertainty Modelling in Echocardiograms.
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
End-To-End Vertebra Localization and Level Detection in Weakly Labelled 3D Spinal Mr using Cascaded Neural Networks.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Semi-Supervised Learning For Cardiac Left Ventricle Segmentation Using Conditional Deep Generative Models as Prior.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
2018
Automatic Localization of the Needle Target for Ultrasound-Guided Epidural Injections.
IEEE Trans. Medical Imaging, 2018
Deep Recurrent Neural Networks for Prostate Cancer Detection: Analysis of Temporal Enhanced Ultrasound.
IEEE Trans. Medical Imaging, 2018
Stochastic Modeling of Temporal Enhanced Ultrasound: Impact of Temporal Properties on Prostate Cancer Characterization.
IEEE Trans. Biomed. Eng., 2018
IEEE Trans. Biomed. Eng., 2018
Medical Image Anal., 2018
Automatic grading of prostate cancer in digitized histopathology images: Learning from multiple experts.
Medical Image Anal., 2018
A deep learning approach for real time prostate segmentation in freehand ultrasound guided biopsy.
Medical Image Anal., 2018
Prostate segmentation in transrectal ultrasound using magnetic resonance imaging priors.
Int. J. Comput. Assist. Radiol. Surg., 2018
Int. J. Comput. Assist. Radiol. Surg., 2018
3D tissue mimicking biophantoms for ultrasound imaging: bioprinting and image analysis.
Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018
Quantitative Echocardiography: Real-Time Quality Estimation and View Classification Implemented on a Mobile Android Device.
Proceedings of the Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation, 2018
Accurate and Robust Segmentation of the Clinical Target Volume for Prostate Brachytherapy.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
A Unified Framework Integrating Recurrent Fully-Convolutional Networks and Optical Flow for Segmentation of the Left Ventricle in Echocardiography Data.
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018
Automatic Detection of Patients with a High Risk of Systolic Cardiac Failure in Echocardiography.
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018
Learning from Noisy Label Statistics: Detecting High Grade Prostate Cancer in Ultrasound Guided Biopsy.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
2017
Simultaneous Analysis of 2D Echo Views for Left Atrial Segmentation and Disease Detection.
IEEE Trans. Medical Imaging, 2017
Correction to "Automatic Quality Assessment of Echocardiograms Using Convolutional Neural Networks: Feasibility on the Apical Four-Chamber View".
IEEE Trans. Medical Imaging, 2017
Automatic Quality Assessment of Echocardiograms Using Convolutional Neural Networks: Feasibility on the Apical Four-Chamber View.
IEEE Trans. Medical Imaging, 2017
SLIDE: automatic spine level identification system using a deep convolutional neural network.
Int. J. Comput. Assist. Radiol. Surg., 2017
Model-based registration of preprocedure MR and intraprocedure US of the lumbar spine.
Int. J. Comput. Assist. Radiol. Surg., 2017
Transfer learning from RF to B-mode temporal enhanced ultrasound features for prostate cancer detection.
Int. J. Comput. Assist. Radiol. Surg., 2017
Detection and grading of prostate cancer using temporal enhanced ultrasound: combining deep neural networks and tissue mimicking simulations.
Int. J. Comput. Assist. Radiol. Surg., 2017
Automatic quality assessment of apical four-chamber echocardiograms using deep convolutional neural networks.
Proceedings of the Medical Imaging 2017: Image Processing, 2017
Models of temporal enhanced ultrasound data for prostate cancer diagnosis: the impact of time-series order.
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017
Identification and tracking of vertebrae in ultrasound using deep networks with unsupervised feature learning.
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017
Proceedings of the Imaging for Patient-Customized Simulations and Systems for Point-of-Care Ultrasound, 2017
Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Deep Residual Recurrent Neural Networks for Characterisation of Cardiac Cycle Phase from Echocardiograms.
Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017
Clinical Target-Volume Delineation in Prostate Brachytherapy Using Residual Neural Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Quality Assessment of Echocardiographic Cine Using Recurrent Neural Networks: Feasibility on Five Standard View Planes.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Classification of clinical significance of MRI prostate findings using 3D convolutional neural networks.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
2016
Learning-Based Multi-Label Segmentation of Transrectal Ultrasound Images for Prostate Brachytherapy.
IEEE Trans. Medical Imaging, 2016
Automatic Segmentation of Wrist Bones in CT Using a Statistical Wrist Shape + Pose Model.
IEEE Trans. Medical Imaging, 2016
Comput. Medical Imaging Graph., 2016
Joint registration of ultrasound, CT and a shape+pose statistical model of the lumbar spine for guiding anesthesia.
Int. J. Comput. Assist. Radiol. Surg., 2016
Detection of prostate cancer using temporal sequences of ultrasound data: a large clinical feasibility study.
Int. J. Comput. Assist. Radiol. Surg., 2016
Registration of a statistical model to intraoperative ultrasound for scaphoid screw fixation.
Int. J. Comput. Assist. Radiol. Surg., 2016
Classification of prostate cancer grade using temporal ultrasound: in vivo feasibility study.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016
Prostate Cancer: Improved Tissue Characterization by Temporal Modeling of Radio-Frequency Ultrasound Echo Data.
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
Bone Enhancement in Ultrasound Based on 3D Local Spectrum Variation for Percutaneous Scaphoid Fracture Fixation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Fusion of multi-parametric MRI and temporal ultrasound for characterization of prostate cancer: in vivo feasibility study.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
2015
IEEE Trans. Medical Imaging, 2015
IEEE Trans. Medical Imaging, 2015
IEEE Trans. Medical Imaging, 2015
Biomechanically Constrained Surface Registration: Application to MR-TRUS Fusion for Prostate Interventions.
IEEE Trans. Medical Imaging, 2015
Statistical Biomechanical Surface Registration: Application to MR-TRUS Fusion for Prostate Interventions.
IEEE Trans. Medical Imaging, 2015
Computer-Aided Prostate Cancer Detection Using Ultrasound RF Time Series: In Vivo Feasibility Study.
IEEE Trans. Medical Imaging, 2015
Ultrasound-Based Characterization of Prostate Cancer Using Joint Independent Component Analysis.
IEEE Trans. Biomed. Eng., 2015
Information processing in computer-assisted interventions: 5th international conference, 2014.
Int. J. Comput. Assist. Radiol. Surg., 2015
Int. J. Comput. Assist. Radiol. Surg., 2015
Real-time ultrasound image classification for spine anesthesia using local directional Hadamard features.
Int. J. Comput. Assist. Radiol. Surg., 2015
Int. J. Comput. Assist. Radiol. Surg., 2015
Augmenting MRI-transrectal ultrasound-guided prostate biopsy with temporal ultrasound data: a clinical feasibility study.
Int. J. Comput. Assist. Radiol. Surg., 2015
Int. J. Comput. Assist. Radiol. Surg., 2015
Int. J. Comput. Assist. Radiol. Surg., 2015
Bone enhancement in ultrasound using local spectrum variations for guiding percutaneous scaphoid fracture fixation procedures.
Int. J. Comput. Assist. Radiol. Surg., 2015
Deep learning for automatic localization, identification, and segmentation of vertebral bodies in volumetric MR images.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015
Data fusion for planning target volume and isodose prediction in prostate brachytherapy.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015
Scaphoid fracture fixation: localization of bones through statistical model to ultrasound registration.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015
Fast Automatic Vertebrae Detection and Localization in Pathological CT Scans - A Deep Learning Approach.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 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
Projection-Based Phase Features for Localization of a Needle Tip in 2D Curvilinear Ultrasound.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Ultrasound-Based Detection of Prostate Cancer Using Automatic Feature Selection with Deep Belief Networks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Using Hidden Markov Models to capture temporal aspects of ultrasound data in prostate cancer.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
2014
Local Phase Tensor Features for 3-D Ultrasound to Statistical Shape+Pose Spine Model Registration.
IEEE Trans. Medical Imaging, 2014
A Generalized Correlation-Based Model for Out-of-Plane Motion Estimation in Freehand Ultrasound.
IEEE Trans. Medical Imaging, 2014
J. Digit. Imaging, 2014
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2014
Joint source based analysis of multiple brain structures in studying major depressive disorder.
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Towards enabling ultrasound guidance in cervical cancer high-dose-rate brachytherapy.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014
Semi-automatic segmentation of vertebral bodies in volumetric MR images using a statistical shape+pose model.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014
Fast prostate segmentation for brachytherapy based on joint fusion of images and labels.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2014
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014
Filter-Based Speckle Tracking for Freehand Prostate Biopsy: Theory, ex vivo and in vivo Results.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014
2013
Lumbar Spine Segmentation Using a Statistical Multi-Vertebrae Anatomical Shape+Pose Model.
IEEE Trans. Medical Imaging, 2013
IEEE Trans. Biomed. Eng., 2013
Automatic Localization of the da Vinci Surgical Instrument Tips in 3-D Transrectal Ultrasound.
IEEE Trans. Biomed. Eng., 2013
Ultrasound-Guided Characterization of Interstitial Ablated Tissue Using RF Time Series: Feasibility Study.
IEEE Trans. Biomed. Eng., 2013
Tissue Classification Using Ultrasound-Induced Variations in Acoustic Backscattering Features.
IEEE Trans. Biomed. Eng., 2013
An Augmented Reality System for Epidural Anesthesia (AREA): Prepuncture Identification of Vertebrae.
IEEE Trans. Biomed. Eng., 2013
Non-iterative partial view 3D ultrasound to CT registration in ultrasound-guided computer-assisted orthopedic surgery.
Int. J. Comput. Assist. Radiol. Surg., 2013
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013
Multi-atlas-based automatic 3D segmentation for prostate brachytherapy in transrectal ultrasound images.
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
An Automatic Multi-atlas Segmentation of the Prostate in Transrectal Ultrasound Images Using Pairwise Atlas Shape Similarity.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Ultrasound-Based Characterization of Prostate Cancer: An in vivo Clinical Feasibility Study.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Statistical Shape Model to 3D Ultrasound Registration for Spine Interventions Using Enhanced Local Phase Features.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the Information Processing in Computer-Assisted Interventions, 2013
Independent component analysis on Lie groups for multi-object analysis of first episode depression.
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
IEEE Trans. Medical Imaging, 2012
IEEE Trans. Biomed. Eng., 2012
Multi-modal registration of speckle-tracked freehand 3D ultrasound to CT in the lumbar spine.
Medical Image Anal., 2012
Biomechanically constrained groupwise ultrasound to CT registration of the lumbar spine.
Medical Image Anal., 2012
Joint Sparse Representation of Brain Activity Patterns Related to Perceptual and Cognitive Components of a Speech Comprehension Task.
Proceedings of the Second International Workshop on Pattern Recognition in NeuroImaging, 2012
Probabilistic registration of an unbiased statistical shape model to ultrasound images of the spine.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012
Proceedings of the Information Processing in Computer-Assisted Interventions, 2012
Proceedings of the Information Processing in Computer-Assisted Interventions, 2012
Non-iterative Multi-modal Partial View to Full View Image Registration Using Local Phase-Based Image Projections.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2012
Classification of individuals based on Sparse Representation of brain cognitive patterns: A functional MRI study.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Multiple-Object 2-D-3-D Registration for Noninvasive Pose Identification of Fracture Fragments.
IEEE Trans. Biomed. Eng., 2011
Automatic C-arm pose estimation via 2D/3D hybrid registration of a radiographic fiducial.
Proceedings of the Medical Imaging 2011: Visualization, 2011
GPU accelerated registration of a statistical shape model of the lumbar spine to 3D ultrasound images.
Proceedings of the Medical Imaging 2011: Visualization, 2011
Phantom validation for ultrasound to statistical shape model registration of human pelvis.
Proceedings of the Medical Imaging 2011: Visualization, 2011
Proceedings of the Medical Imaging 2011: Visualization, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
3D Ocular Ultrasound Using Gaze Tracking on the Contralateral Eye: A Feasibility Study.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Information Processing in Computer-Assisted Interventions, 2011
Biomechanically Constrained Groupwise Statistical Shape Model to Ultrasound Registration of the Lumbar Spine.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Understanding the Effect of Bias in Fiducial Localization Error on Point-Based Rigid-Body Registration.
IEEE Trans. Medical Imaging, 2010
Estimation of Optimal Fiducial Target Registration Error in the Presence of Heteroscedastic Noise.
IEEE Trans. Medical Imaging, 2010
NeuroImage, 2010
High-throughput detection of prostate cancer in histological sections using probabilistic pairwise Markov models.
Medical Image Anal., 2010
Proceedings of the Medical Imaging 2010: Visualization, 2010
Proceedings of the Medical Imaging 2010: Visualization, 2010
Multi-slice to volume registration of ultrasound data to a statistical atlas of human pelvis.
Proceedings of the Medical Imaging 2010: Visualization, 2010
Proceedings of the Medical Imaging 2010: Visualization, 2010
Proceedings of the Medical Imaging 2010: Visualization, 2010
Registration of a Statistical Shape Model of the Lumbar Spine to 3D Ultrasound Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
C-arm Tracking by Intensity-Based Registration of a Fiducial in Prostate Brachytherapy.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2010
2009
IEEE Trans. Medical Imaging, 2009
Distribution of Target Registration Error for Anisotropic and Inhomogeneous Fiducial Localization Error.
IEEE Trans. Medical Imaging, 2009
Augmenting Detection of Prostate Cancer in Transrectal Ultrasound Images Using SVM and RF Time Series.
IEEE Trans. Biomed. Eng., 2009
Reducing inter-subject anatomical variation: Effect of normalization method on sensitivity of functional magnetic resonance imaging data analysis in auditory cortex and the superior temporal region.
NeuroImage, 2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Intraoperative localization of brachytherapy implants using intensity-based registration.
Proceedings of the Medical Imaging 2009: Visualization, 2009
Reduction of multi-fragment fractures of the distal radius using atlas-based 2D/3D registration.
Proceedings of the Medical Imaging 2009: Visualization, 2009
Proceedings of the Medical Imaging 2009: Visualization, 2009
A New Approach for Creating Customizable Cytoarchitectonic Probabilistic Maps without a Template.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Prediction of the Repair Surface over Cartilage Defects: A Comparison of Three Methods in a Sheep Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Automated detection of prostate cancer using wavelet transform features of ultrasound RF time series.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
2008
IEEE Trans. Inf. Technol. Biomed., 2008
Speckle Noise Reduction of Medical Ultrasound Images in Complex Wavelet Domain Using Mixture Priors.
IEEE Trans. Biomed. Eng., 2008
Validation of a new surgical procedure for percutaneous scaphoid fixation using intra-operative ultrasound.
Medical Image Anal., 2008
Proceedings of the Medical Imaging 2008: Visualization, 2008
Proceedings of the Medical Imaging 2008: Visualization, 2008
A real-time ultrasound calibration system with automatic accuracy control and incorporation of ultrasound section thickness.
Proceedings of the Medical Imaging 2008: Visualization, 2008
Prostate Cancer Probability Maps Based on Ultrasound RF Time Series and SVM Classifiers.
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
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2007
IEEE Trans. Medical Imaging, 2007
A novel graphical user interface for ultrasound-guided shoulder arthroscopic surgery.
Proceedings of the Medical Imaging 2007: Visualization and Image-Guided Procedures, 2007
Tissue Characterization Using Fractal Dimension of High Frequency Ultrasound RF Time Series.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Global Registration of Multiple Point Sets: Feasibility and Applications in Multi-fragment Fracture Fixation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Customised Cytoarchitectonic Probability Maps Using Deformable Registration: Primary Auditory Cortex.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the 2007 IEEE International Conference on Robotics and Automation, 2007
2006
Medical Image Anal., 2006
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Proceedings of the Medical Imaging 2006: Visualization, 2006
Proceedings of the Medical Imaging 2006: Visualization, 2006
A High-Order Solution for the Distribution of Target Registration Error in Rigid-Body Point-Based Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Ultrasound-Guided Percutaneous Scaphoid Pinning: Operator Variability and Comparison with Traditional Fluoroscopic Procedure.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Identification of Anatomical Landmarks for Registration of CT and Ultrasound Images in Computer-Assisted Shoulder Arthroscopy.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Comparing Unscented and Extended Kalman Filter Algorithms in the Rigid-Body Point-Based Registration.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
IEEE Trans. Medical Imaging, 2005
A Software Implementation of a Genetic Algorithm Based Approach to Network Intrusion Detection.
Proceedings of the 6th ACIS International Conference on Software Engineering, 2005
A mutual-information-based registration algorithm for ultrasound-guided computer-assisted orthopaedic surgery.
Proceedings of the Medical Imaging 2005: Visualization, 2005
A Novel Incremental Technique for Ultrasound to CT Bone Surface Registration Using Unscented Kalman Filtering.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the Graph-Based Representations in Pattern Recognition, 2005
2004
An interacting multiple model probabilistic data association filter for cavity boundary extraction from ultrasound images.
IEEE Trans. Medical Imaging, 2004
Ultrasound image segmentation using an interacting multiple-model probabilistic data association filter.
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
The validation of a prostate segmentation algorithm for 2D ultrasound images.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004
A haptics-based ultrasound examination training system.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004
2002
IEEE Trans. Robotics Autom., 2002
2001
Proceedings of the 2001 IEEE International Conference on Robotics and Automation, 2001
2000
Proceedings of the 2000 IEEE International Conference on Robotics and Automation, 2000
Proceedings of the 2000 IEEE International Conference on Robotics and Automation, 2000
Proceedings of the 13th IEEE Symposium on Computer-Based Medical Systems (CBMS 2000), 2000
1999
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999