Chen (Cherise) Chen
Chen (Cherise) Chen
Department of Computing, Imperial College London
Verifierad e-postadress på imperial.ac.uk - Startsida
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Deep learning for cardiac image segmentation: A review
C Chen, C Qin, H Qiu, G Tarroni, J Duan, W Bai, D Rueckert
Frontiers in Cardiovascular Medicine 7, 25, 2020
1642020
Self-supervised learning for cardiac MR image segmentation by anatomical position prediction
W Bai, C Chen, G Tarroni, J Duan, F Guitton, SE Petersen, Y Guo, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2019
652019
Unsupervised Multi-modal Style Transfer for Cardiac MR Segmentation
C Chen, C Ouyang, G Tarroni, J Schlemper, H Qiu, W Bai, D Rueckert
Statistical Atlases and Computational Models of the Heart. Multi-Sequence …, 2020
332020
Improving the generalizability of convolutional neural network-based segmentation on CMR images
C Chen, W Bai, RH Davies, AN Bhuva, C Manisty, JC Moon, N Aung, ...
Frontiers in Cardiovascular Medicine 7, 105, 2020
322020
Self-supervision with superpixels: Training few-shot medical image segmentation without annotation
C Ouyang, C Biffi, C Chen, T Kart, H Qiu, D Rueckert
European Conference on Computer Vision, 762-780, 2020
272020
Multi-task learning for left atrial segmentation on GE-MRI
C Chen, W Bai, D Rueckert
International workshop on statistical atlases and computational models of …, 2018
262018
A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging
Z Xiong, Q Xia, Z Hu, N Huang, C Bian, Y Zheng, S Vesal, N Ravikumar, ...
Medical Image Analysis 67, 101832, 2021
232021
Learning shape priors for robust cardiac MR segmentation from multi-view images
C Chen, C Biffi, G Tarroni, S Petersen, W Bai, D Rueckert
International Conference on Medical Image Computing and Computer-Assisted …, 2019
192019
Automatic Cardiothoracic Ratio Calculation With Deep Learning
Z Li, Z Hou, C Chen, Z Hao, Y An, S Liang, B Lu
IEEE Access 7, 37749 - 37756, 2019
192019
Realistic adversarial data augmentation for MR image segmentation
C Chen, C Qin, H Qiu, C Ouyang, S Wang, L Chen, G Tarroni, W Bai, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2020
182020
Cardiac segmentation on late gadolinium enhancement MRI: a benchmark study from multi-sequence cardiac MR segmentation challenge
X Zhuang, J Xu, X Luo, C Chen, C Ouyang, D Rueckert, VM Campello, ...
arXiv preprint arXiv:2006.12434, 2020
92020
Deep learning for cardiac image segmentation: A review
C Chen, C Qin, H Qiu, G Tarroni, J Duan, W Bai, D Rueckert
arXiv preprint arXiv:1911.03723 10, 2019
62019
Interpretable deep models for cardiac resynchronisation therapy response prediction
E Puyol-Antón, C Chen, JR Clough, B Ruijsink, BS Sidhu, J Gould, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2020
52020
Deep Generative Model-based Quality Control for Cardiac MRI Segmentation
S Wang, G Tarroni, C Qin, Y Mo, C Dai, C Chen, B Glocker, Y Guo, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2020
32020
Biomechanics-informed Neural Networks for Myocardial Motion Tracking in MRI
C Qin, S Wang, C Chen, H Qiu, W Bai, D Rueckert
International Conference on Medical Image Computing and Computer-Assisted …, 2020
32020
A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging
Z Xiong, Q Xia, Z Hu, N Huang, C Bian, Y Zheng, S Vesal, N Ravikumar, ...
arXiv preprint arXiv:2004.12314, 2020
32020
Contrast CT classification of asymptomatic and symptomatic carotids in stroke and transient ischaemic attack with deep learning and interpretability
EPV Le, NR Evans, JM Tarkin, MM Chowdhury, F Zaccagna, C Wall, ...
European Heart Journal 41 (Supplement_2), ehaa946. 2418, 2020
12020
Uncertainty-Aware Training for Cardiac Resynchronisation Therapy Response Prediction
T Dawood, C Chen, R Andlauer, BS Sidhu, B Ruijsink, J Gould, B Porter, ...
arXiv preprint arXiv:2109.10641, 2021
2021
Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation
C Chen, C Qin, C Ouyang, S Wang, H Qiu, L Chen, G Tarroni, W Bai, ...
arXiv preprint arXiv:2108.03429, 2021
2021
Joint Motion Correction and Super Resolution for Cardiac Segmentation via Latent Optimisation
S Wang, C Qin, N Savioli, C Chen, D O'Regan, S Cook, Y Guo, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2021
2021
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