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Chen Qin
Chen Qin
Lecturer (Assistant Professor), Imperial College London
Verified email at imperial.ac.uk - Homepage
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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
6422020
Convolutional recurrent neural networks for dynamic MR image reconstruction
C Qin, J Schlemper, J Caballero, AN Price, JV Hajnal, D Rueckert
IEEE transactions on medical imaging 38 (1), 280-290, 2018
5492018
White matter hyperintensity and stroke lesion segmentation and differentiation using convolutional neural networks
R Guerrero, C Qin, O Oktay, C Bowles, L Chen, R Joules, R Wolz, ...
NeuroImage: Clinical 17, 918-934, 2018
2102018
Joint learning of motion estimation and segmentation for cardiac MR image sequences
C Qin, W Bai, J Schlemper, SE Petersen, SK Piechnik, S Neubauer, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2018
1612018
Unsupervised Deformable Registration for Multi-modal Images via Disentangled Representations
C Qin, B Shi, R Liao, T Mansi, D Rueckert, A Kamen
International Conference on Information Processing in Medical Imaging, 249-261, 2019
1352019
Recurrent neural networks for aortic image sequence segmentation with sparse annotations
W Bai, H Suzuki, C Qin, G Tarroni, O Oktay, PM Matthews, D Rueckert
International Conference on Medical Image Computing and Computer-Assisted …, 2018
1302018
VS-Net: Variable splitting network for accelerated parallel MRI reconstruction
J Duan, J Schlemper, C Qin, C Ouyang, W Bai, C Biffi, G Bello, B Statton, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2019
872019
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
852020
Bi-classifier determinacy maximization for unsupervised domain adaptation
S Li, F Lv, B Xie, CH Liu, J Liang, C Qin
Proceedings of the AAAI conference on artificial intelligence 35 (10), 8455-8464, 2021
842021
Semantic Concentration for Domain Adaptation
S Li, M Xie, F Lv, CH Liu, J Liang, C Qin, W Li
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
712021
Causality-inspired single-source domain generalization for medical image segmentation
C Ouyang, C Chen, S Li, Z Li, C Qin, W Bai, D Rueckert
IEEE Transactions on Medical Imaging 42 (4), 1095-1106, 2022
672022
Unsupervised neighborhood component analysis for clustering
C Qin, S Song, G Huang, L Zhu
Neurocomputing 168, 609-617, 2015
662015
Systematic evaluation of iterative deep neural networks for fast parallel MRI reconstruction with sensitivity‐weighted coil combination
K Hammernik, J Schlemper, C Qin, J Duan, RM Summers, D Rueckert
Magnetic Resonance in Medicine 86 (4), 1859-1872, 2021
652021
Brain lesion segmentation through image synthesis and outlier detection
C Bowles, C Qin, R Guerrero, R Gunn, A Hammers, DA Dickie, ...
NeuroImage: Clinical 16, 643-658, 2017
562017
Cardiac MR Segmentation from Undersampled k-space Using Deep Latent Representation Learning
J Schlemper, O Oktay, W Bai, DC Castro, J Duan, C Qin, JV Hajnal, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2018
432018
Learning Diffeomorphic and Modality-invariant Registration using B-splines
H Qiu, C Qin, A Schuh, K Hammernik, D Rueckert
Medical Imaging with Deep Learning, 2021
402021
Bayesian Deep Learning for Accelerated MR Image Reconstruction
J Schlemper, DC Castro, W Bai, C Qin, O Oktay, J Duan, AN Price, ...
International Workshop on Machine Learning for Medical Image Reconstruction …, 2018
372018
Pseudo-healthy image synthesis for white matter lesion segmentation
C Bowles, C Qin, C Ledig, R Guerrero, R Gunn, A Hammers, E Sakka, ...
International Workshop on Simulation and Synthesis in Medical Imaging, 87-96, 2016
362016
Exploiting Motion for Deep Learning Reconstruction of Extremely-Undersampled Dynamic MRI
G Seegoolam, J Schlemper, C Qin, A Price, J Hajnal, D Rueckert
International Conference on Medical Image Computing and Computer-Assisted …, 2019
312019
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
302021
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