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Breast image analysis for risk assessment, detection, diagnosis, and treatment of cancer

Annual review of biomedical engineering, 2013-01, Vol.15 (1), p.327-357

2013

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Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge

IEEE transactions on medical imaging, 2020-03, Vol.39 (3), p.777-786

2020

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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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Roadmap on the use of artificial intelligence for imaging of vulnerable atherosclerotic plaque in coronary arteries

Nature reviews cardiology, 2024-01, Vol.21 (1), p.51-64

2024

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A landmark-free morphometrics pipeline for high-resolution phenotyping: application to a mouse model of Down syndrome

Development (Cambridge), 2021-03, Vol.148 (18)

2021

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Quantitative assessment of myelination patterns in preterm neonates using T2-weighted MRI

Scientific reports, 2019-09, Vol.9 (1), p.12938-12, Article 12938

2019

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Hybrid Feature-Based Diffeomorphic Registration for Tumor Tracking in 2-D Liver Ultrasound Images

IEEE transactions on medical imaging, 2013-09, Vol.32 (9), p.1647-1656

2013

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Model-Based and Data-Driven Strategies in Medical Image Computing

Proceedings of the IEEE, 2020-01, Vol.108 (1), p.110-124

2020

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A Topological Loss Function for Deep-Learning Based Image Segmentation Using Persistent Homology

IEEE transactions on pattern analysis and machine intelligence, 2022-12, Vol.44 (12), p.8766-8778

2022

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Virtual interaction and visualisation of 3D medical imaging data with VTK and Unity

Healthcare technology letters, 2018-10, Vol.5 (5), p.148-153

2018

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AtrialJSQnet: A New framework for joint segmentation and quantification of left atrium and scars incorporating spatial and shape information

Medical image analysis, 2022-02, Vol.76, p.102303-102303, Article 102303

2022

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Fully Automated, Quality-Controlled Cardiac Analysis From CMR: Validation and Large-Scale Application to Characterize Cardiac Function

JACC. Cardiovascular imaging, 2020-03, Vol.13 (3), p.684-695

2020

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Evaluation of a Linear Measurement Tool in Virtual Reality for Assessment of Multimodality Imaging Data-A Phantom Study

Journal of imaging, 2022-11, Vol.8 (11), p.304

2022

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Medical image analysis on left atrial LGE MRI for atrial fibrillation studies: A review

Medical image analysis, 2022-04, Vol.77, p.102360-102360, Article 102360

2022

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Objective assessment of deformable image registration in radiotherapy: A multi-institution study

Medical physics (Lancaster), 2008-12, Vol.35 (12), p.5944-5953

2008

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MIND: Modality independent neighbourhood descriptor for multi-modal deformable registration

Medical image analysis, 2012-10, Vol.16 (7), p.1423-1435

2012

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Complex Lung Motion Estimation via Adaptive Bilateral Filtering of the Deformation Field

Lecture notes in computer science, 2013, Vol.16 (Pt 3), p.25-32

2013

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Reconstruction of fetal brain MRI with intensity matching and complete outlier removal

Medical image analysis, 2012-12, Vol.16 (8), p.1550-1564

2012

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A Virtual Reality System for Improved Image-Based Planning of Complex Cardiac Procedures

Journal of imaging, 2021-08, Vol.7 (8), p.151

2021

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Explicit Topological Priors for Deep-Learning Based Image Segmentation Using Persistent Homology

Information Processing in Medical Imaging, p.16-28

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BESNet: Boundary-Enhanced Segmentation of Cells in Histopathological Images

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, p.228-236

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Virtual linear measurement system for accurate quantification of medical images

Healthcare technology letters, 2019-12, Vol.6 (6), p.220-225

2019

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Classification of amyloid status using machine learning with histograms of oriented 3D gradients

NeuroImage clinical, 2016-01, Vol.12 (C), p.990-1003

2016

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Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation

IEEE transactions on medical imaging, 2020-12, Vol.39 (12), p.4001-4010

2020

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Breast image analysis for risk assessment, detection, diagnosis, and treatment of cancer

Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge

Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging

Roadmap on the use of artificial intelligence for imaging of vulnerable atherosclerotic plaque in coronary arteries

A landmark-free morphometrics pipeline for high-resolution phenotyping: application to a mouse model of Down syndrome

Quantitative assessment of myelination patterns in preterm neonates using T2-weighted MRI

Hybrid Feature-Based Diffeomorphic Registration for Tumor Tracking in 2-D Liver Ultrasound Images

Model-Based and Data-Driven Strategies in Medical Image Computing

A Topological Loss Function for Deep-Learning Based Image Segmentation Using Persistent Homology

Virtual interaction and visualisation of 3D medical imaging data with VTK and Unity

AtrialJSQnet: A New framework for joint segmentation and quantification of left atrium and scars incorporating spatial and shape information

Fully Automated, Quality-Controlled Cardiac Analysis From CMR: Validation and Large-Scale Application to Characterize Cardiac Function

Evaluation of a Linear Measurement Tool in Virtual Reality for Assessment of Multimodality Imaging Data-A Phantom Study

Medical image analysis on left atrial LGE MRI for atrial fibrillation studies: A review

Objective assessment of deformable image registration in radiotherapy: A multi-institution study

MIND: Modality independent neighbourhood descriptor for multi-modal deformable registration

Complex Lung Motion Estimation via Adaptive Bilateral Filtering of the Deformation Field

Reconstruction of fetal brain MRI with intensity matching and complete outlier removal

A Virtual Reality System for Improved Image-Based Planning of Complex Cardiac Procedures

Explicit Topological Priors for Deep-Learning Based Image Segmentation Using Persistent Homology

BESNet: Boundary-Enhanced Segmentation of Cells in Histopathological Images

Virtual linear measurement system for accurate quantification of medical images

Classification of amyloid status using machine learning with histograms of oriented 3D gradients

Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation

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