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Clough, James R.
1104  Ergebnisse:
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1

A Persistent Homology-Based Topological Loss for CNN-Based ..:

Byrne, Nick ; Clough, James R. ; Valverde, Israel..
IEEE Transactions on Medical Imaging.  42 (2023)  1 - p. 3-14 , 2023
Link: https://doi.org/10.1109/..
 
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2

A Topological Loss Function for Deep-Learning Based Image S..:

Clough, James R. ; Byrne, Nicholas ; Oksuz, Ilkay...
IEEE Transactions on Pattern Analysis and Machine Intelligence.  44 (2022)  12 - p. 8766-8778 , 2022
Link: https://doi.org/10.1109/..
 
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3

A Persistent Homology-Based Topological Loss Function for M..:

, In: Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges; Lecture Notes in Computer Science,
Byrne, Nick ; Clough, James R. ; Montana, Giovanni. - p. 3-13 , 2021
Link: https://doi.org/10.1007/..
 
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4

Weighted Manifold Alignment using Wave Kernel Signatures fo..:

Clough, James R. ; Balfour, Daniel R. ; Cruz, Gastao...
IEEE Transactions on Pattern Analysis and Machine Intelligence.  42 (2020)  4 - p. 988-997 , 2020
Link: https://doi.org/10.1109/..
 
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5

Interpretable Deep Models for Cardiac Resynchronisation The..:

, In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2020; Lecture Notes in Computer Science,
Puyol-Antón, Esther ; Chen, Chen ; Clough, James R.... - p. 284-293 , 2020
Link: https://doi.org/10.1007/..
 
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6

Assessing the Impact of Blood Pressure on Cardiac Function ..:

, In: Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges; Lecture Notes in Computer Science,
Puyol-Antón, Esther ; Ruijsink, Bram ; Clough, James R.... - p. 22-30 , 2020
Link: https://doi.org/10.1007/..
 
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7

Global and Local Interpretability for Cardiac MRI Classific..:

, In: Lecture Notes in Computer Science; Medical Image Computing and Computer Assisted Intervention – MICCAI 2019,
Clough, James R. ; Oksuz, Ilkay ; Puyol-Antón, Esther... - p. 656-664 , 2019
Link: https://doi.org/10.1007/..
 
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8

Topology-Preserving Augmentation for CNN-Based Segmentation..:

, In: Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis; Lecture Notes in Computer Science,
Byrne, Nick ; Clough, James R. ; Valverde, Isra.. - p. 181-188 , 2019
Link: https://doi.org/10.1007/..
 
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9

Mechanically Powered Motion Imaging Phantoms: Proof of Conc..:

, In: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC),
Gomez, Alberto ; King, Andrew P. ; Schnabel, Julia A.... - p. 2723-2726 , 2019
Link: https://doi.org/10.1109/..
 
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10

Explicit Topological Priors for Deep-Learning Based Image S..:

, In: Lecture Notes in Computer Science; Information Processing in Medical Imaging,
Clough, James R. ; Oksuz, Ilkay ; Byrne, Nicholas.. - p. 16-28 , 2019
Link: https://doi.org/10.1007/..
 
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11

Image Reconstruction in a Manifold of Image Patches: Applic..:

, In: Machine Learning for Medical Image Reconstruction; Lecture Notes in Computer Science,
Gomez, Alberto ; Zimmer, Veronika ; Toussaint, Nicolas... - p. 226-235 , 2019
Link: https://doi.org/10.1007/..
 
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12

Self-supervised Recurrent Neural Network for 4D Abdominal a..:

, In: Machine Learning for Medical Image Reconstruction; Lecture Notes in Computer Science,
Zhang, Tong ; Jackson, Laurence H. ; Uus, Alena... - p. 16-24 , 2019
Link: https://doi.org/10.1007/..
 
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13

Pseudo-normal PET Synthesis with Generative Adversarial Net..:

, In: Simulation and Synthesis in Medical Imaging; Lecture Notes in Computer Science,
Yaakub, Siti Nurbaya ; McGinnity, Colm J. ; Clough, James R.... - p. 42-51 , 2019
Link: https://doi.org/10.1007/..
 
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14

Automatic CNN-based detection of cardiac MR motion artefact..:

Oksuz, Ilkay ; Ruijsink, Bram ; Puyol-Antón, Esther...
Medical Image Analysis.  55 (2019)  - p. 136-147 , 2019
Link: https://doi.org/10.1016/..
 
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15

Evaluation of Strategies for PET Motion Correction - Manifo..:

, In: Understanding and Interpreting Machine Learning in Medical Image Computing Applications; Lecture Notes in Computer Science,
Clough, James R. ; Balfour, Daniel R. ; Prieto, Claudia... - p. 61-69 , 2018
Link: https://doi.org/10.1007/..
 
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