Liang Chen (陈亮)
Liang Chen (陈亮)
Verifierad e-postadress på imperial.ac.uk
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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
3002017
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
1862018
Fully automatic acute ischemic lesion segmentation in DWI using convolutional neural networks
L Chen, P Bentley, D Rueckert
NeuroImage: Clinical 15, 633-643, 2017
1502017
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
1242018
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
1212015
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
1172017
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
982018
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
912017
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
902019
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
532018
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
212018
Identification of cerebral small vessel disease using multiple instance learning
L Chen, T Tong, CP Ho, R Patel, D Cohen, AC Dawson, O Halse, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2015
182015
Nonlinear graph fusion for multi-modal classification of Alzheimer’s disease
T Tong, K Gray, Q Gao, L Chen, D Rueckert
International Workshop on Machine Learning in Medical Imaging, 77-84, 2015
172015
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
142018
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
142015
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
102020
Intelligent image synthesis to attack a segmentation CNN using adversarial learning
L Chen, P Bentley, K Mori, K Misawa, M Fujiwara, D Rueckert
International Workshop on Simulation and Synthesis in Medical Imaging, 90-99, 2019
52019
Learning to Sample the Most Useful Training Patches from Images
S Sun, L Chen, G Slabaugh, P Torr
arXiv preprint arXiv:2011.12097, 2020
12020
AUTOMATED AGE ESTIMATION OF ISCHAEMIC LESIONS FROM UNENHANCED CT
L Chen, CG Cuervas-Mons, S Ramji, M Dumba, C Hallett, D Cohen, ...
INTERNATIONAL JOURNAL OF STROKE 15 (1_ SUPPL), 296-296, 2020
2020
Spatial Semantic-Preserving Latent Space Learning for Accelerated DWI Diagnostic Report Generation
A Gasimova, G Seegoolam, L Chen, P Bentley, D Rueckert
International Conference on Medical Image Computing and Computer-Assisted …, 2020
2020
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Artiklar 1–20