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DeepCut: Object Segmentation From Bounding Box Annotations Using Convolutional Neural Networks

IEEE transactions on medical imaging, 2017-02, Vol.36 (2), p.674-683

2017

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Automated cardiovascular magnetic resonance image analysis with fully convolutional networks

Journal of cardiovascular magnetic resonance, 2018-09, Vol.20 (1), p.65-65, Article 65

2018

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Semi-supervised Learning for Network-Based Cardiac MR Image Segmentation

Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017, p.253-260

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Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging

IEEE transactions on medical imaging, 2019-12, Vol.38 (12), p.2755-2767

2019

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Stratified Decision Forests for Accurate Anatomical Landmark Localization in Cardiac Images

IEEE transactions on medical imaging, 2017-01, Vol.36 (1), p.332-342

2017

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MRBrainS Challenge: Online Evaluation Framework for Brain Image Segmentation in 3T MRI Scans

Computational Intelligence and Neuroscience, 2015-01, Vol.2015, p.813696-16

2015

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Abnormal Lymphatic Channels Detected by T2-Weighted MR Imaging as a Substrate for Ventricular Arrhythmia in HCM

JACC. Cardiovascular imaging, 2016-11, Vol.9 (11), p.1354-1356

2016

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Metric learning with spectral graph convolutions on brain connectivity networks

NeuroImage (Orlando, Fla.), 2018-04, Vol.169, p.431-442

2018

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Automatic Shadow Detection in 2D Ultrasound Images

Data Driven Treatment Response Assessment and Preterm, Perinatal, and Paediatric Image Analysis, p.66-75

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Multi-modal Learning from Unpaired Images: Application to Multi-organ Segmentation in CT and MRI

2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 2018, p.547-556

2018

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Fully automated segmentation of left ventricular scar from 3D late gadolinium enhancement magnetic resonance imaging using a cascaded multi‐planar U‐Net (CMPU‐Net)

Medical physics (Lancaster), 2020-04, Vol.47 (4), p.1645-1655

2020

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Dual optimization based prostate zonal segmentation in 3D MR images

Medical image analysis, 2014-05, Vol.18 (4), p.660-673

2014

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PVR: Patch-to-Volume Reconstruction for Large Area Motion Correction of Fetal MRI

IEEE transactions on medical imaging, 2017-10, Vol.36 (10), p.2031-2044

2017

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Distance Metric Learning Using Graph Convolutional Networks: Application to Functional Brain Networks

Medical Image Computing and Computer Assisted Intervention − MICCAI 2017, p.469-477

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Active cardiac sarcoidosis: first clinical experience of simultaneous positron emission tomography--magnetic resonance imaging for the diagnosis of cardiac disease

Circulation (New York, N.Y.), 2013-06, Vol.127 (22), p.e639-e641

2013

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Right ventricle segmentation from cardiac MRI: A collation study

Medical image analysis, 2015-01, Vol.19 (1), p.187-202

2015

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EPCO-15. LINKING HISTOLOGICAL GLIOBLASTOMA PHENOTYPES TO TRANSCRIPTIONAL SUBTYPES AND PROGNOSIS USING DEEP LEARNING

Neuro-oncology (Charlottesville, Va.), 2022-11, Vol.24 (Supplement_7), p.vii118-vii119

2022

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Three-Dimensional Nonrigid MR-TRUS Registration Using Dual Optimization

IEEE transactions on medical imaging, 2015-05, Vol.34 (5), p.1085-1095

2015

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3-D Carotid Multi-Region MRI Segmentation by Globally Optimal Evolution of Coupled Surfaces

IEEE transactions on medical imaging, 2013-04, Vol.32 (4), p.770-785

2013

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Multi-Atlas Segmentation Using Partially Annotated Data: Methods and Annotation Strategies

IEEE transactions on pattern analysis and machine intelligence, 2018-07, Vol.40 (7), p.1683-1696

2018

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Directed Acyclic Graph Continuous Max-Flow Image Segmentation for Unconstrained Label Orderings

International journal of computer vision, 2017-07, Vol.123 (3), p.415-434

2017

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Interactive Hierarchical-Flow Segmentation of Scar Tissue From Late-Enhancement Cardiac MR Images

IEEE transactions on medical imaging, 2014-01, Vol.33 (1), p.159-172

2014

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3D MR ventricle segmentation in pre-term infants with post-hemorrhagic ventricle dilatation (PHVD) using multi-phase geodesic level-sets

NeuroImage (Orlando, Fla.), 2015-09, Vol.118, p.13-25

2015

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Accuracy and reproducibility of semi-automated late gadolinium enhancement quantification techniques in patients with hypertrophic cardiomyopathy

Journal of cardiovascular magnetic resonance, 2014-10, Vol.16 (1), p.85-85, Article 85

2014

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A mitral annulus tracking approach for navigation of off‐pump beating heart mitral valve repair

Medical physics (Lancaster), 2015-01, Vol.42 (1), p.456-468

2015

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DeepCut: Object Segmentation From Bounding Box Annotations Using Convolutional Neural Networks

Automated cardiovascular magnetic resonance image analysis with fully convolutional networks

Semi-supervised Learning for Network-Based Cardiac MR Image Segmentation

Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging

Stratified Decision Forests for Accurate Anatomical Landmark Localization in Cardiac Images

MRBrainS Challenge: Online Evaluation Framework for Brain Image Segmentation in 3T MRI Scans

Abnormal Lymphatic Channels Detected by T2-Weighted MR Imaging as a Substrate for Ventricular Arrhythmia in HCM

Metric learning with spectral graph convolutions on brain connectivity networks

Automatic Shadow Detection in 2D Ultrasound Images

Multi-modal Learning from Unpaired Images: Application to Multi-organ Segmentation in CT and MRI

Fully automated segmentation of left ventricular scar from 3D late gadolinium enhancement magnetic resonance imaging using a cascaded multi‐planar U‐Net (CMPU‐Net)

Dual optimization based prostate zonal segmentation in 3D MR images

PVR: Patch-to-Volume Reconstruction for Large Area Motion Correction of Fetal MRI

Distance Metric Learning Using Graph Convolutional Networks: Application to Functional Brain Networks

Active cardiac sarcoidosis: first clinical experience of simultaneous positron emission tomography--magnetic resonance imaging for the diagnosis of cardiac disease

Right ventricle segmentation from cardiac MRI: A collation study

EPCO-15. LINKING HISTOLOGICAL GLIOBLASTOMA PHENOTYPES TO TRANSCRIPTIONAL SUBTYPES AND PROGNOSIS USING DEEP LEARNING

Three-Dimensional Nonrigid MR-TRUS Registration Using Dual Optimization

3-D Carotid Multi-Region MRI Segmentation by Globally Optimal Evolution of Coupled Surfaces

Multi-Atlas Segmentation Using Partially Annotated Data: Methods and Annotation Strategies

Directed Acyclic Graph Continuous Max-Flow Image Segmentation for Unconstrained Label Orderings

Interactive Hierarchical-Flow Segmentation of Scar Tissue From Late-Enhancement Cardiac MR Images

3D MR ventricle segmentation in pre-term infants with post-hemorrhagic ventricle dilatation (PHVD) using multi-phase geodesic level-sets

Accuracy and reproducibility of semi-automated late gadolinium enhancement quantification techniques in patients with hypertrophic cardiomyopathy

A mitral annulus tracking approach for navigation of off‐pump beating heart mitral valve repair

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