Purang Abolmaesumi

According to our database1, Purang Abolmaesumi authored at least 258 papers between 1999 and 2022.

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Bibliography

2022
U-LanD: Uncertainty-Driven Video Landmark Detection.
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

EchoGNN: Explainable Ejection Fraction Estimation with Graph Neural Networks.
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

Class Impression for Data-Free Incremental Learning.
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
Echo-SyncNet: Self-Supervised Cardiac View Synchronization in Echocardiography.
IEEE Trans. Medical Imaging, 2021

Design of an Ultrasound-Navigated Prostate Cancer Biopsy System for Nationwide Implementation in Senegal.
J. Imaging, 2021

IJCARS: MICCAI 2020 special issue.
Int. J. Comput. Assist. Radiol. Surg., 2021

Detecting Atrial Fibrillation in ICU Telemetry data with Weak Labels.
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

Deep Video Networks for Automatic Assessment of Aortic Stenosis in Echocardiography.
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

Echocardiogram View Conversion using Clinically Constrained Conditional GAN.
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

Deep Bayesian Image Segmentation For A More Robust Ejection Fraction Estimation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Reciprocal Landmark Detection and Tracking With Extremely Few Annotations.
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

PEP: Parameter Ensembling by Perturbation.
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

Variational Learning with Disentanglement-PyTorch.
CoRR, 2019

A Study into Echocardiography View Conversion.
CoRR, 2019

A Preliminary Study of Disentanglement With Insights on the Inadequacy of Metrics.
CoRR, 2019

GAN-enhanced Conditional Echocardiogram Generation.
CoRR, 2019

Variational Mandible Shape Completion for Virtual Surgical Planning.
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

Designing lightweight deep learning models for echocardiography view classification.
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

Variational Shape Completion for Virtual Planning of Jaw Reconstructive Surgery.
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

Broadband Vibration Detection in Tissue Phantoms Using a Fiber Fabry-Perot Cavity.
IEEE Trans. Biomed. Eng., 2018

Fast elastic registration of soft tissues under large deformations.
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

Toward a real-time system for temporal enhanced ultrasound-guided prostate biopsy.
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

Automatic high resolution segmentation of the prostate from multi-planar MRI.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Deep Neural Maps.
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

DeepInfer: open-source deep learning deployment toolkit for image-guided therapy.
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

Constructing Detailed Subject-Specific Models of the Human Masseter.
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

A multi-center milestone study of clinical vertebral CT segmentation.
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

Classifying Cancer Grades Using Temporal Ultrasound for Transrectal Prostate Biopsy.
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
Ultrasound RF Time Series for Classification of Breast Lesions.
IEEE Trans. Medical Imaging, 2015

Joint Sparse Representation of Brain Activity Patterns in Multi-Task fMRI Data.
IEEE Trans. Medical Imaging, 2015

A Multi-Atlas-Based Segmentation Framework for Prostate Brachytherapy.
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

Ultrasound-guided spinal injections: a feasibility study of a guidance system.
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

A multi-vertebrae CT to US registration of the lumbar spine in clinical data.
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

Open-source image registration for MRI-TRUS fusion-guided prostate interventions.
Int. J. Comput. Assist. Radiol. Surg., 2015

Towards real-time, tracker-less 3D ultrasound guidance for spine anaesthesia.
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

Automatic Prostate Brachytherapy Preplanning Using Joint Sparse Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

A 2D-3D Registration Framework for Freehand TRUS-Guided Prostate Biopsy.
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

Characterization of aggressive prostate cancer using ultrasound RF time series.
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

SimITK: Visual Programming of the ITK Image-Processing Library within Simulink.
J. Digit. Imaging, 2014

Embedding digitized fibre fields in finite element models of muscles.
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

A statistical shape+pose model for segmentation of wrist CT images.
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

SimITK: model driven engineering for medical imaging.
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

Automatic labeling and segmentation of vertebrae in CT images.
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

A global CT to US registration of the lumbar spine.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014

Motion and deformation compensation for freehand prostate biopsies.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014

Ultrasound-Based Predication of Prostate Cancer in MRI-guided Biopsy.
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2014

A System for Ultrasound-Guided Spinal Injections: A Feasibility Study.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014

CT to US Registration of the Lumbar Spine: A Clinical Feasibility Study.
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

An Augmented Reality Haptic Training Simulator for Spinal Needle Procedures.
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

Introduction to Special Section on Surgical Robotics.
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

Multi-object statistical analysis of late adolescent depression.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

A statistical multi-vertebrae shape+pose model for segmentation of CT images.
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

Separation of Benign and Malignant Glands in Prostatic Adenocarcinoma.
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

Augmentation of Paramedian 3D Ultrasound Images of the Spine.
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
Group-Wise Registration of Point Sets for Statistical Shape Models.
IEEE Trans. Medical Imaging, 2012

Spinal Needle Navigation by Tracked Ultrasound Snapshots.
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

Single wall closed-form differential ultrasound calibration.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012

A Closed-Form Differential Formulation for Ultrasound Spatial Calibration.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2012

Automatic Detection and Localization of da Vinci Tool Tips in 3D Ultrasound.
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

AREA: An augmented reality system for epidural anaesthesia.
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

SimITK: rapid ITK prototyping using the Simulink visual programming environment.
Proceedings of the Medical Imaging 2011: Visualization, 2011

Monitoring of Tissue Ablation Using Time Series of Ultrasound RF Data.
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

Panorama Ultrasound for Guiding Epidural Anesthesia: A Feasibility Study.
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

Towards an augmented ultrasound guided spinal needle insertion system.
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

A validation framework for probabilistic maps using Heschl's gyrus as a model.
NeuroImage, 2010

High-throughput detection of prostate cancer in histological sections using probabilistic pairwise Markov models.
Medical Image Anal., 2010

Registration of ultrasound to CT angiography of kidneys: a porcine phantom study.
Proceedings of the Medical Imaging 2010: Visualization, 2010

Group-wise feature-based registration of CT and ultrasound images of spine.
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

Localization of brachytherapy seeds in ultrasound by registration to fluoroscopy.
Proceedings of the Medical Imaging 2010: Visualization, 2010

Ultrasound guided spine needle insertion.
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

C-arm Pose Estimation in Prostate Brachytherapy by Registration to Ultrasound.
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
Distribution of Fiducial Registration Error in Rigid-Body Point-Based Registration.
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

Probabilistic pairwise Markov models: application to prostate cancer detection.
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

Group-wise registration of ultrasound to CT images of human vertebrae.
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

Biomechanically Constrained Groupwise US to CT Registration of the Lumbar Spine.
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

A New Scheme for Curved Needle Segmentation in Three-Dimensional Ultrasound Images.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2008
A Framework for the Design of a Novel Haptic-Based Medical Training Simulator.
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

Maximum likelihood estimation of the distribution of target registration error.
Proceedings of the Medical Imaging 2008: Visualization, 2008

2D/3D registration with the CMA-ES method.
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

A Theoretical Comparison of Different Target Registration Error Estimators.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Quantification of Edematic Effects in Prostate Brachytherapy Interventions.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Intensity-based registration of prostate brachytherapy implants and ultrasound.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2007
Point-Based Rigid-Body Registration Using an Unscented Kalman Filter.
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

On Fiducial Target Registration Error in the Presence of Anisotropic Noise.
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

A Haptic-based Ultrasound Training/Examination System (HUTES).
Proceedings of the 2007 IEEE International Conference on Robotics and Automation, 2007

2006
Intra-subject elastic registration of 3D ultrasound images.
Medical Image Anal., 2006

Deformable registration using scale space keypoints.
Proceedings of the Medical Imaging 2006: Image Processing, 2006

A novel ultrasound-guided shoulder arthroscopic surgery.
Proceedings of the Medical Imaging 2006: Visualization, 2006

Percutaneous scaphoid pinning using ultrasound guidance.
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

A New Method for CT to Fluoroscope Registration Based on Unscented Kalman Filter.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Automated 3D Freehand Ultrasound Calibration with Real-Time Accuracy Control.
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

Detection of Prostate Cancer from RF Ultrasound Echo Signals Using Fractal Analysis.
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

A Robust Technique for 2D-3D Registration.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Towards Real-time Registration of 4D Ultrasound Images.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
An Estimation/Correction Algorithm for Detecting Bone Edges in CT Images.
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

Elastic Registration of 3D Ultrasound Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Asymmetric Inexact Matching of Spatially-Attributed Graphs.
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

Segmentation of prostate contours from ultrasound images.
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
Image-guided control of a robot for medical ultrasound.
IEEE Trans. Robotics Autom., 2002

2001
A User Interface for Robot-Assisted Diagnostic Ultrasound.
Proceedings of the 2001 IEEE International Conference on Robotics and Automation, 2001

2000
Motion/Force/Image Control of a Diagnostic Ultrasound Robot.
Proceedings of the 2000 IEEE International Conference on Robotics and Automation, 2000

Haptic Interface Control - Design Issues and Experiments with a Planar Device.
Proceedings of the 2000 IEEE International Conference on Robotics and Automation, 2000

Real-Time Extraction of Carotid Artery Contours from Ultrasound Images.
Proceedings of the 13th IEEE Symposium on Computer-Based Medical Systems (CBMS 2000), 2000

1999
Robot-Assisted Diagnostic Ultrasound - Design and Feasibility Experiments.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999


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