Early triage of critically ill COVID-19 patients using deep learning W Liang, J Yao, A Chen, Q Lv, M Zanin, J Liu, SS Wong, Y Li, J Lu, ... Nature communications 11 (1), 3543, 2020 | 308 | 2020 |
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 | 166 | 2020 |
Development and interpretation of a pathomics-based model for the prediction of microsatellite instability in Colorectal Cancer ZYD Rui Cao1 Fan Yang, Si-Cong Ma, Li Liu, Yu Zhao, Yan Li, De-Hua Wu ... Theranostics 24 (10), 11080-11091, 2020 | 132* | 2020 |
scBERT as a large-scale pretrained deep language model for cell type annotation of single-cell RNA-seq data F Yang, W Wang, F Wang, Y Fang, D Tang, J Huang, H Lu, J Yao Nature Machine Intelligence 4 (10), 852-866, 2022 | 118 | 2022 |
DT-MIL: deformable transformer for multi-instance learning on histopathological image H Li, F Yang, Y Zhao, X Xing, J Zhang, M Gao, J Huang, L Wang, J Yao Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 74 | 2021 |
Glutaredoxin-1 silencing induces cell senescence via p53/p21/p16 signaling axis F Yang, M Yi, Y Liu, Q Wang, Y Hu, H Deng Journal of proteome research 17 (3), 1091-1100, 2018 | 53 | 2018 |
Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification Z Han, F Yang, J Huang, C Zhang, J Yao Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 52 | 2022 |
The contribution of chronic intermittent hypoxia to OSAHS: From the perspective of serum extracellular microvesicle proteins H Zhang, F Yang, Y Guo, L Wang, F Fang, H Wu, S Nie, Y Wang, ML Fung, ... Metabolism - Clinical and Experimental, 2018 | 36 | 2018 |
Multi-level attention graph neural network based on co-expression gene modules for disease diagnosis and prognosis X Xing, F Yang, H Li, J Zhang, Y Zhao, M Gao, J Huang, J Yao Bioinformatics 38 (8), 2178-2186, 2022 | 32 | 2022 |
Spatial-ID: a cell typing method for spatially resolved transcriptomics via transfer learning and spatial embedding R Shen, L Liu, Z Wu, Y Zhang, Z Yuan, J Guo, F Yang, C Zhang, B Chen, ... Nature Communications 13 (1), 7640, 2022 | 31 | 2022 |
Comprehensive Myocardial Proteogenomics Profiling Reveals C/EBPα as the Key Factor in the Lipid Storage of ARVC L Chen, F Yang, X Chen, M Rao, NN Zhang, K Chen, HT Deng, JP Song, ... Journal of proteome research 16 (8), 2863-2876, 2017 | 29 | 2017 |
Multi-modal multi-instance learning using weakly correlated histopathological images and tabular clinical information H Li, F Yang, X Xing, Y Zhao, J Zhang, Y Liu, M Han, J Huang, L Wang, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 27 | 2021 |
Microsatellite Instability Prediction of Uterine Corpus Endometrial Carcinoma Based on H&E Histology Whole-Slide Imaging T Wang, W Lu, F Yang, L Liu, Z Dong, W Tang, J Chang, W Huan, ... 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1289-1292, 2020 | 26 | 2020 |
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup Z Han, Z Liang, F Yang, L Liu, L Li, Y Bian, P Zhao, B Wu, C Zhang, J Yao Advances in Neural Information Processing Systems (NeurIPS 2022) 35, 2022 | 25 | 2022 |
Remix: A general and efficient framework for multiple instance learning based whole slide image classification J Yang, H Chen, Y Zhao, F Yang, Y Zhang, L He, J Yao International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 23 | 2022 |
Glutaredoxin Deletion Shortens Chronological Life Span in Saccharomyces cerevisiae via ROS-Mediated Ras/PKA Activation Y Liu, F Yang, S Li, J Dai, H Deng Journal of proteome research 17 (7), 2318-2327, 2018 | 20 | 2018 |
SOTIP is a versatile method for microenvironment modeling with spatial omics data Z Yuan, Y Li, M Shi, F Yang, J Gao, J Yao, MQ Zhang Nature Communications 13 (1), 7330, 2022 | 18 | 2022 |
Molecular Insights into Hydrogen Peroxide-sensing Mechanism of the Metalloregulator MntR in Controlling Bacterial Resistance to Oxidative Stresses Z Chen, X Wang, F Yang, Q Hu, H Tong, X Dong Journal of Biological Chemistry 292 (13), 5519-5531, 2017 | 18 | 2017 |
Development of a clickable probe for profiling of protein glutathionylation in the central cellular metabolism of E. coli and Drosophila S Feng, Y Chen, F Yang, L Zhang, Y Gong, G Adilijiang, Y Gao, H Deng Cell Chemical Biology 22 (11), 1461-1469, 2015 | 17 | 2015 |
An Interpretable Multi-Level Enhanced Graph Attention Network for Disease Diagnosis with Gene Expression Data X Xing, F Yang, H Li, J Zhang, Y Zhao, M Gao, J Huang, J Yao 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2021 | 15 | 2021 |