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Embedding graphs in Lorentzian spacetime

PloS one, 2017-11, Vol.12 (11), p.e0187301-e0187301

2017

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

Information Processing in Medical Imaging, p.16-28

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A Persistent Homology-Based Topological Loss for CNN-Based Multiclass Segmentation of CMR

IEEE transactions on medical imaging, 2023-01, Vol.42 (1), p.3-14

2023

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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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Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning

Medical image analysis, 2019-07, Vol.55, p.136-147

2019

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What is the dimension of citation space?

Physica A, 2016-04, Vol.448, p.235-247

2016

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Weighted Manifold Alignment using Wave Kernel Signatures for Aligning Medical Image Datasets

IEEE transactions on pattern analysis and machine intelligence, 2020-04, Vol.42 (4), p.988-997

2020

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A Persistent Homology-Based Topological Loss Function for Multi-class CNN Segmentation of Cardiac MRI

Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020-01, p.3-13

2020

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Interpretable Deep Models for Cardiac Resynchronisation Therapy Response Prediction

Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, p.284-293

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A persistent homology-based topological loss for CNN-based multi-class segmentation of CMR

IEEE transactions on medical imaging, 2022-08, Vol.PP

2022

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Global and Local Interpretability for Cardiac MRI Classification

Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, p.656-664

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Mechanically Powered Motion Imaging Phantoms: Proof of Concept

2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2019, Vol.2019, p.2723-2726

2019

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Transitive reduction of citation networks

Journal of complex networks, 2015-06, Vol.3 (2), p.189-203

2015

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Assessing the Impact of Blood Pressure on Cardiac Function Using Interpretable Biomarkers and Variational Autoencoders

Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges, p.22-30

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MRI slice stacking using manifold alignment and wave kernel signatures

2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018), 2018, p.319-323

2018

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Pseudo-normal PET Synthesis with Generative Adversarial Networks for Localising Hypometabolism in Epilepsies

Simulation and Synthesis in Medical Imaging, 2019, Vol.11827, p.42-51

2019

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Clough, James R

1979

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Looking Beyond the Screen: A Critical Review of the Literature on the Online Child Pornography Offender

Sexual abuse, 2017-08, Vol.29 (5), p.416-445

2017

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Confirmation of co-denitrification in grazed grassland

Scientific reports, 2015-11, Vol.5 (1), p.17361-17361, Article 17361

2015

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Intraguild predation in winter wheat: prey choice by a common epigeal carabid consuming spiders

The Journal of applied ecology, 2013-02, Vol.50 (1), p.271-279

2013

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Embedding graphs in Lorentzian spacetime

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

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

A Persistent Homology-Based Topological Loss for CNN-Based Multiclass Segmentation of CMR

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

Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning

What is the dimension of citation space?

Weighted Manifold Alignment using Wave Kernel Signatures for Aligning Medical Image Datasets

A Persistent Homology-Based Topological Loss Function for Multi-class CNN Segmentation of Cardiac MRI

Interpretable Deep Models for Cardiac Resynchronisation Therapy Response Prediction

A persistent homology-based topological loss for CNN-based multi-class segmentation of CMR

Global and Local Interpretability for Cardiac MRI Classification

Mechanically Powered Motion Imaging Phantoms: Proof of Concept

Transitive reduction of citation networks

Assessing the Impact of Blood Pressure on Cardiac Function Using Interpretable Biomarkers and Variational Autoencoders

MRI slice stacking using manifold alignment and wave kernel signatures

Pseudo-normal PET Synthesis with Generative Adversarial Networks for Localising Hypometabolism in Epilepsies

Topology-Preserving Augmentation for CNN-Based Segmentation of Congenital Heart Defects from 3D Paediatric CMR

Self-supervised Recurrent Neural Network for 4D Abdominal and In-utero MR Imaging

Evaluation of Strategies for PET Motion Correction - Manifold Learning vs. Deep Learning

Image Reconstruction in a Manifold of Image Patches: Application to Whole-Fetus Ultrasound Imaging

Development of a Self-Concept Scale for Use in Pre-School and Primary School

Looking Beyond the Screen: A Critical Review of the Literature on the Online Child Pornography Offender

Confirmation of co-denitrification in grazed grassland

Intraguild predation in winter wheat: prey choice by a common epigeal carabid consuming spiders

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