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Prediction of the transcription factor binding sites with meta-learning 期刊论文
METHODS, 2022, 卷号: 203, 页码: 207-213
作者:  Jing, Fang;  Zhang, Shao-Wu;  Zhang, Shihua
收藏  |  浏览/下载：212/0  |  提交时间：2023/02/07
Convolution neural network  Transcription factor binding sites  Meta learning  Noisy labels data  
Integrated profiling of human pancreatic cancer organoids reveals chromatin accessibility features associated with drug sensitivity 期刊论文
NATURE COMMUNICATIONS, 2022, 卷号: 13, 期号: 1, 页码: 16
作者:  Shi, Xiaohan;  Li, Yunguang;  Yuan, Qiuyue;  Tang, Shijie;  Guo, Shiwei;  Zhang, Yehan;  He, Juan;  Zhang, Xiaoyu;  Han, Ming;  Liu, Zhuang;  Zhu, Yiqin;  Gao, Suizhi;  Wang, Huan;  Xu, Xiongfei;  Zheng, Kailian;  Jing, Wei;  Chen, Luonan;  Wang, Yong;  Jin, Gang;  Gao, Dong
收藏  |  浏览/下载：139/0  |  提交时间：2022/06/21
Deciphering spatial domains from spatially resolved transcriptomics with an adaptive graph attention auto-encoder 期刊论文
NATURE COMMUNICATIONS, 2022, 卷号: 13, 期号: 1, 页码: 12
作者:  Dong, Kangning;  Zhang, Shihua
收藏  |  浏览/下载：111/0  |  提交时间：2022/06/21
Annotating regulatory elements by heterogeneous network embedding 期刊论文
BIOINFORMATICS, 2022, 页码: 13
作者:  Lu, Yurun;  Feng, Zhanying;  Zhang, Songmao;  Wang, Yong
收藏  |  浏览/下载：152/0  |  提交时间：2022/06/21
Disease category-specific annotation of variants using an ensemble learning framework 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 卷号: 23, 期号: 1, 页码: 15
作者:  Cao, Zhen;  Huang, Yanting;  Duan, Ran;  Jin, Peng;  Qin, Zhaohui S.;  Zhang, Shihua
收藏  |  浏览/下载：151/0  |  提交时间：2022/06/21
complex disease  disease category  functional annotation  non-coding variant  ensemble learning