Multifeature hyperspectral image classification with local and nonlocal spatial information via Markov random field in semantic space X Zhang, Z Gao, L Jiao, H Zhou IEEE Transactions on Geoscience and Remote Sensing 56 (3), 1409-1424, 2017 | 62 | 2017 |
Instance-based vision transformer for subtyping of papillary renal cell carcinoma in histopathological image Z Gao, B Hong, X Zhang, Y Li, C Jia, J Wu, C Wang, D Meng, C Li Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 60 | 2021 |
A semi-supervised multi-task learning framework for cancer classification with weak annotation in whole-slide images Z Gao, B Hong, Y Li, X Zhang, J Wu, C Wang, X Zhang, T Gong, Y Zheng, ... Medical Image Analysis 83, 102652, 2023 | 32 | 2023 |
Spectral–spatial feature learning using cluster-based group sparse coding for hyperspectral image classification X Zhang, Q Song, Z Gao, Y Zheng, P Weng, LC Jiao IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2016 | 32 | 2016 |
Renal cell carcinoma detection and subtyping with minimal point-based annotation in whole-slide images Z Gao, P Puttapirat, J Shi, C Li Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 31 | 2020 |
Nuclei Grading of Clear Cell Renal Cell Carcinoma in Histopathological Image by Composite High-Resolution Network Z Gao, J Shi, X Zhang, Y Li, H Zhang, J Wu, C Wang, D Meng, C Li International Conference on Medical Image Computing and Computer-Assisted …, 2021 | 21 | 2021 |
Leveraging multiple types of domain knowledge for safe and effective drug recommendation J Wu, B Qian, Y Li, Z Gao, M Ju, Y Yang, Y Zheng, T Gong, C Li, X Zhang Proceedings of the 31st ACM international conference on information …, 2022 | 15 | 2022 |
A structure-aware hierarchical graph-based multiple instance learning framework for pt staging in histopathological image J Shi, L Tang, Y Li, X Zhang, Z Gao, Y Zheng, C Wang, T Gong, C Li IEEE Transactions on Medical Imaging, 2023 | 12 | 2023 |
Childhood leukemia classification via information bottleneck enhanced hierarchical multi-instance learning Z Gao, A Mao, K Wu, Y Li, L Zhao, X Zhang, J Wu, L Yu, C Xing, T Gong, ... IEEE Transactions on Medical Imaging, 2023 | 11 | 2023 |
Dual attention and patient similarity network for drug recommendation J Wu, Y Dong, Z Gao, T Gong, C Li Bioinformatics 39 (1), btad003, 2023 | 10 | 2023 |
Unsupervised representation learning for tissue segmentation in histopathological images: From global to local contrast Z Gao, C Jia, Y Li, X Zhang, B Hong, J Wu, T Gong, C Wang, D Meng, ... IEEE Transactions on Medical Imaging 41 (12), 3611-3623, 2022 | 9 | 2022 |
A precision diagnostic framework of renal cell carcinoma on whole-slide images using deep learning J Wu, R Zhang, T Gong, X Bao, Z Gao, H Zhang, C Wang, C Li 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2021 | 9 | 2021 |
Bert-based meta-learning approach with looking back for sentiment analysis of literary book reviews H Bao, K He, X Yin, X Li, X Bao, H Zhang, J Wu, Z Gao Natural Language Processing and Chinese Computing: 10th CCF International …, 2021 | 7 | 2021 |
Pimip: An open source platform for pathology information management and integration J Wu, A Mao, X Bao, H Zhang, Z Gao, C Wang, T Gong, C Li 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2021 | 5 | 2021 |
Effects of annotation granularity in deep learning models for histopathological images J Shi, Z Gao, H Zhang, P Puttapirat, C Wang, X Zhang, C Li 2019 IEEE international conference on bioinformatics and biomedicine (BIBM …, 2019 | 5 | 2019 |
Meta mask correction for nuclei segmentation in histopathological image J Shi, C Jia, Z Gao, T Gong, C Wang, C Li 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2021 | 4 | 2021 |
OpenHI2—Open source histopathological image platform P Puttapirat, H Zhang, J Deng, Y Dong, J Shi, H He, Z Gao, C Wang, ... 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2019 | 4 | 2019 |
MG-Trans: Multi-scale Graph Transformer with Information Bottleneck for Whole Slide Image Classification J Shi, L Tang, Z Gao, Y Li, C Wang, T Gong, C Li, H Fu IEEE Transactions on Medical Imaging, 2023 | 3 | 2023 |
W-net: A two-stage convolutional network for nucleus detection in histopathology image A Mao, J Wu, X Bao, Z Gao, T Gong, C Li 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2021 | 3 | 2021 |
Towards Interpretability and Personalization: A Predictive Framework for Clinical Time-series Analysis Y Li, X Zhang, B Qian, Z Gao, C Guan, Y Zheng, H Zheng, F Wu, C Li 2021 IEEE International Conference on Data Mining (ICDM), 340-349, 2021 | 3 | 2021 |