Xi Wang
Cited by
Cited by
Mitosis detection in breast cancer histology images via deep cascaded networks
H Chen, Q Dou, X Wang, J Qin, P Heng
Proceedings of the AAAI conference on artificial intelligence 30 (1), 2016
Weakly supervised deep learning for whole slide lung cancer image analysis
X Wang, H Chen, C Gan, H Lin, Q Dou, E Tsougenis, Q Huang, M Cai, ...
IEEE transactions on cybernetics 50 (9), 3950-3962, 2019
Detection of glaucomatous optic neuropathy with spectral-domain optical coherence tomography: a retrospective training and validation deep-learning analysis
AR Ran, CY Cheung, X Wang, H Chen, L Luo, PP Chan, MOM Wong, ...
The Lancet Digital Health 1 (4), e172-e182, 2019
3D fully convolutional networks for intervertebral disc localization and segmentation
H Chen, Q Dou, X Wang, J Qin, JCY Cheng, PA Heng
Medical Imaging and Augmented Reality: 7th International Conference, MIAR …, 2016
Deep mining external imperfect data for chest X-ray disease screening
L Luo, L Yu, H Chen, Q Liu, X Wang, J Xu, PA Heng
IEEE transactions on medical imaging 39 (11), 3583-3594, 2020
Automated mitosis detection with deep regression networks
H Chen, X Wang, PA Heng
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 1204-1207, 2016
Deep virtual adversarial self-training with consistency regularization for semi-supervised medical image classification
X Wang, H Chen, H Xiang, H Lin, X Lin, PA Heng
Medical image analysis 70, 102010, 2021
UD-MIL: uncertainty-driven deep multiple instance learning for OCT image classification
X Wang, F Tang, H Chen, L Luo, Z Tang, AR Ran, CY Cheung, PA Heng
IEEE journal of biomedical and health informatics 24 (12), 3431-3442, 2020
Towards multi-center glaucoma OCT image screening with semi-supervised joint structure and function multi-task learning
X Wang, H Chen, AR Ran, L Luo, PP Chan, CC Tham, RT Chang, ...
Medical Image Analysis 63, 101695, 2020
Weakly supervised learning for whole slide lung cancer image classification
X Wang, H Chen, C Gan, H Lin, Q Dou, Q Huang, M Cai, PA Heng
Medical imaging with deep learning, 2022
Dual-path network with synergistic grouping loss and evidence driven risk stratification for whole slide cervical image analysis
H Lin, H Chen, X Wang, Q Wang, L Wang, PA Heng
Medical Image Analysis 69, 101955, 2021
Framework of evolutionary algorithm for investigation of influential nodes in complex networks
Y Liu, X Wang, J Kurths
IEEE Transactions on Evolutionary Computation 23 (6), 1049-1063, 2019
A Multitask Deep-Learning system to classify diabetic macular edema for different optical coherence tomography devices: a multicenter analysis
F Tang, X Wang, A Ran, CKM Chan, M Ho, W Yip, AL Young, J Lok, ...
Diabetes Care 44 (9), 2078-2088, 2021
Deep angular embedding and feature correlation attention for breast MRI cancer analysis
L Luo, H Chen, X Wang, Q Dou, H Lin, J Zhou, G Li, PA Heng
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
Unifying structure analysis and surrogate-driven function regression for glaucoma OCT image screening
X Wang, H Chen, L Luo, A Ran, PP Chan, CC Tham, CY Cheung, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
Rethinking annotation granularity for overcoming shortcuts in deep learning–based radiograph diagnosis: A multicenter study
L Luo, H Chen, Y Xiao, Y Zhou, X Wang, V Vardhanabhuti, M Wu, C Han, ...
Radiology: Artificial Intelligence 4 (5), e210299, 2022
Optimization of targeted node set in complex networks under percolation and selection
Y Liu, X Wang, J Kurths
Physical Review E 98 (1), 012313, 2018
Three-dimensional multi-task deep learning model to detect glaucomatous optic neuropathy and myopic features from optical coherence tomography scans: A retrospective multi …
AR Ran, X Wang, PP Chan, NC Chan, W Yip, AL Young, MOM Wong, ...
Frontiers in Medicine 9, 860574, 2022
Deep semi-supervised multiple instance learning with self-correction for DME classification from OCT images
X Wang, F Tang, H Chen, CY Cheung, PA Heng
Medical Image Analysis 83, 102673, 2023
Single-cell Heterogeneity-aware Transformer-guided Multiple Instance Learning for Cancer Aneuploidy Prediction from Whole Slide Histopathology Images
F Yu, X Wang, R Sali, R Li
IEEE Journal of Biomedical and Health Informatics, 2023
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