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Predicting lymph node metastasis using histopathological images based on multiple instance learning with deep graph convolution
Y Zhao, F Yang, Y Fang, H Liu, N Zhou, J Zhang, J Sun, S Yang, B Menze, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
1582020
Transformer-based unsupervised contrastive learning for histopathological image classification
X Wang, S Yang, J Zhang, M Wang, J Zhang, W Yang, J Huang, X Han
Medical image analysis 81, 102559, 2022
1432022
Transpath: Transformer-based self-supervised learning for histopathological image classification
X Wang, S Yang, J Zhang, M Wang, J Zhang, J Huang, W Yang, X Han
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
1272021
A deep learning algorithm for automatic detection and classification of acute intracranial hemorrhages in head CT scans
X Wang, T Shen, S Yang, J Lan, Y Xu, M Wang, J Zhang, X Han
NeuroImage: Clinical 32, 102785, 2021
882021
Mitosis domain generalization in histopathology images—the MIDOG challenge
M Aubreville, N Stathonikos, CA Bertram, R Klopfleisch, N Ter Hoeve, ...
Medical Image Analysis 84, 102699, 2023
842023
PAIP 2019: Liver cancer segmentation challenge
YJ Kim, H Jang, K Lee, S Park, SG Min, C Hong, JH Park, K Lee, J Kim, ...
Medical image analysis 67, 101854, 2021
842021
RetCCL: Clustering-guided contrastive learning for whole-slide image retrieval
X Wang, Y Du, S Yang, J Zhang, M Wang, J Zhang, W Yang, J Huang, ...
Medical Image Analysis 83, 102645, 2023
752023
OpenKBP: the open‐access knowledge‐based planning grand challenge and dataset
A Babier, B Zhang, R Mahmood, KL Moore, TG Purdie, AL McNiven, ...
Medical Physics 48 (9), 5549-5561, 2021
712021
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, ...
Medical Image Analysis 81, 102528, 2022
602022
Node-aligned graph convolutional network for whole-slide image representation and classification
Y Guan, J Zhang, K Tian, S Yang, P Dong, J Xiang, W Yang, J Huang, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
442022
A hybrid network for automatic hepatocellular carcinoma segmentation in H&E-stained whole slide images
X Wang, Y Fang, S Yang, D Zhu, M Wang, J Zhang, K Tong, X Han
Medical Image Analysis 68, 101914, 2021
402021
Deep learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge
A Lalande, Z Chen, T Pommier, T Decourselle, A Qayyum, M Salomon, ...
Medical Image Analysis 79, 102428, 2022
372022
Automated Segmentation of Normal and Diseased Coronary Arteries - The ASOCA Challenge
R Gharleghi, D Adikari, K Ellenberger, SY Ooi, C Ellis, CM Chen, R Gao, ...
Computerized Medical Imaging and Graphics 96, 102049, 2022
332022
Automatic segmentation of pneumothorax in chest radiographs based on a two-stage deep learning method
X Wang, S Yang, J Lan, Y Fang, J He, M Wang, J Zhang, X Han
IEEE Transactions on Cognitive and Developmental Systems 14 (1), 205-218, 2022
272022
SCL-WC: Cross-Slide Contrastive Learning for Weakly-Supervised Whole-Slide Image Classification
X Wang, J Xiang, J Zhang, S Yang, Z Yang, MH Wang, J Zhang, Y Wei, ...
Advances in Neural Information Processing Systems 2022, 2022
252022
SK-Unet: An improved U-Net model with selective kernel for the segmentation of multi-sequence cardiac MR
X Wang, S Yang, M Tang, Y Wei, X Han, L He, J Zhang
Statistical Atlases and Computational Models of the Heart. Multi-Sequence …, 2020
252020
HypernasalityNet: Deep recurrent neural network for automatic hypernasality detection
X Wang, S Yang, M Tang, H Yin, H Huang, L He
International Journal of Medical Informatics 129, 1-12, 2019
232019
A generalizable and robust deep learning algorithm for mitosis detection in multicenter breast histopathological images
X Wang, J Zhang, S Yang, J Xiang, F Luo, M Wang, J Zhang, W Yang, ...
Medical Image Analysis, 102703, 2023
202023
Sk-unet: An improved u-net model with selective kernel for the segmentation of lge cardiac mr images
X Wang, S Yang, Y Fang, Y Wei, M Wang, J Zhang, X Han
IEEE Sensors Journal 21 (10), 11643-11653, 2021
192021
Exploring Low-Rank Property in Multiple Instance Learning for Whole Slide Image Classification
J Xiang, X Wang, J Zhang, S Yang, X Han, W Yang
ICLR 2023, 2023
182023
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