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A Novel Attention-Mechanism Based Cox Survival Model by Exploiting Pan-Cancer Empirical Genomic Information 期刊论文
CELLS, 2022, 卷号: 11, 期号: 9, 页码: 18
作者:  Meng, Xiangyu;  Wang, Xun;  Zhang, Xudong;  Zhang, Chaogang;  Zhang, Zhiyuan;  Zhang, Kuijie;  Wang, Shudong
收藏  |  浏览/下载:30/0  |  提交时间:2022/12/07
deep learning  survival analysis  neural networks  Cox regression  cancer prognosis  
TransPhos: A Deep-Learning Model for General Phosphorylation Site Prediction Based on Transformer-Encoder Architecture 期刊论文
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 卷号: 23, 期号: 8, 页码: 17
作者:  Wang, Xun;  Zhang, Zhiyuan;  Zhang, Chaogang;  Meng, Xiangyu;  Shi, Xin;  Qu, Peng
收藏  |  浏览/下载:30/0  |  提交时间:2022/12/07
phosphorylation site prediction  transformer  post-translational modifications  
A Computationally Virtual Histological Staining Method to Ovarian Cancer Tissue by Deep Generative Adversarial Networks 期刊论文
COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2021, 卷号: 2021, 页码: 12
作者:  Meng, Xiangyu;  Li, Xin;  Wang, Xun
收藏  |  浏览/下载:45/0  |  提交时间:2021/12/01
CSConv2d: A 2-D Structural Convolution Neural Network with a Channel and Spatial Attention Mechanism for Protein-Ligand Binding Affinity Prediction 期刊论文
BIOMOLECULES, 2021, 卷号: 11, 期号: 5, 页码: 9
作者:  Wang, Xun;  Liu, Dayan;  Zhu, Jinfu;  Rodriguez-Paton, Alfonso;  Song, Tao
收藏  |  浏览/下载:37/0  |  提交时间:2021/12/01
protein-ligand binding affinity  2-D structural CNN  spatial attention mechanism