Chen (Cherise) Chen
Chen (Cherise) Chen
Department of Computing, Imperial College London
Verified email at imperial.ac.uk - Homepage
Title
Cited by
Cited by
Year
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
1872020
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
692019
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
382020
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
362020
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
342020
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
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
222019
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
212020
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
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
132020
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
62020
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
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
Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation
C Chen, K Hammernik, C Ouyang, C Qin, W Bai, D Rueckert
International Conference on Medical Image Computing and Computer-Assisted …, 2021
12021
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
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