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Liang Chen
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GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks
C Bowles, L Chen, R Guerrero, P Bentley, R Gunn, A Hammers, ...
arXiv preprint arXiv:1810.10863, 2018
5512018
Self-supervised learning for medical image analysis using image context restoration
L Chen, P Bentley, K Mori, K Misawa, M Fujiwara, D Rueckert
Medical image analysis 58, 101539, 2019
4932019
ISLES 2015-A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI
O Maier, BH Menze, J von der Gablentz, L Häni, MP Heinrich, M Liebrand, ...
Medical image analysis 35, 250-269, 2017
4912017
Fully automatic acute ischemic lesion segmentation in DWI using convolutional neural networks
L Chen, P Bentley, D Rueckert
NeuroImage: Clinical 15, 633-643, 2017
2982017
DRINet for medical image segmentation
L Chen, P Bentley, K Mori, K Misawa, M Fujiwara, D Rueckert
IEEE transactions on medical imaging 37 (11), 2453-2462, 2018
2702018
Multi-modal classification of Alzheimer's disease using nonlinear graph fusion
T Tong, K Gray, Q Gao, L Chen, D Rueckert, ...
Pattern recognition 63, 171-181, 2017
2282017
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
2142018
A novel grading biomarker for the prediction of conversion from mild cognitive impairment to Alzheimer's disease
T Tong, Q Gao, R Guerrero, C Ledig, L Chen, D Rueckert, ...
IEEE Transactions on Biomedical Engineering 64 (1), 155-165, 2017
1592017
Multi-scale 3D convolutional neural networks for lesion segmentation in brain MRI
K Kamnitsas, L Chen, C Ledig, D Rueckert, B Glocker
Ischemic stroke lesion segmentation 13, 13-16, 2015
1592015
Attention-Gated Networks for Improving Ultrasound Scan Plane Detection
J Schlemper, O Oktay, L Chen, J Matthew, C Knight, B Kainz, B Glocker, ...
arXiv preprint arXiv:1804.05338, 2018
1162018
Realistic adversarial data augmentation for MR image segmentation
C Chen, C Qin, H Qiu, C Ouyang, S Wang, L Chen, G Tarroni, W Bai, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
832020
Rapid automated quantification of cerebral leukoaraiosis on CT images: a multicenter validation study
L Chen, AL Carlton Jones, G Mair, R Patel, A Gontsarova, ...
Radiology 288 (2), 573-581, 2018
322018
Enhancing MR image segmentation with realistic adversarial data augmentation
C Chen, C Qin, C Ouyang, Z Li, S Wang, H Qiu, L Chen, G Tarroni, W Bai, ...
Medical Image Analysis 82, 102597, 2022
302022
Nonlinear graph fusion for multi-modal classification of Alzheimer’s disease
T Tong, K Gray, Q Gao, L Chen, D Rueckert
Machine Learning in Medical Imaging: 6th International Workshop, MLMI 2015 …, 2015
252015
A large margin algorithm for automated segmentation of white matter hyperintensity
C Qin, R Guerrero, C Bowles, L Chen, DA Dickie, MC Valdes-Hernandez, ...
Pattern Recognition 77, 150-159, 2018
232018
Identification of cerebral small vessel disease using multiple instance learning
L Chen, T Tong, CP Ho, R Patel, D Cohen, AC Dawson, O Halse, ...
Medical Image Computing and Computer-Assisted Intervention--MICCAI 2015 …, 2015
232015
Intelligent image synthesis to attack a segmentation CNN using adversarial learning
L Chen, P Bentley, K Mori, K Misawa, M Fujiwara, D Rueckert
Simulation and Synthesis in Medical Imaging: 4th International Workshop …, 2019
212019
A novel framework for sub-acute stroke lesion segmentation based on random forest
L Chen, P Bentley, D Rueckert
Ischemic Stroke Lesion Segmentation, 9, 2015
172015
Learning to Sample the Most Useful Training Patches from Images
S Sun, L Chen, G Slabaugh, P Torr
arXiv preprint arXiv:2011.12097, 2020
92020
Spatial semantic-preserving latent space learning for accelerated dwi diagnostic report generation
A Gasimova, G Seegoolam, L Chen, P Bentley, D Rueckert
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
52020
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