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Variational deep embedding-based active learning for the diagnosis of pneumonia 期刊论文
FRONTIERS IN NEUROROBOTICS, 2022, 卷号: 16, 页码: 7
作者:  Huang, Jian;  Ding, Wen;  Zhang, Jiarun;  Li, Zhao;  Shu, Ting;  Kuosmanen, Pekka;  Zhou, Guanqun;  Zhou, Chuan;  Yu, Gang
收藏  |  浏览/下载：96/0  |  提交时间：2023/02/07
pneumonia diagnosis  active learning  variational autoencoders  brain-like computing  human-centric computing  
Surrogate-variable-based model-free feature screening for survival data under the general censoring mechanism 期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2021, 页码: 19
作者:  Zhang, Jing;  Wang, Qihua;  Wang, Xuan
收藏  |  浏览/下载：147/0  |  提交时间：2021/10/26
Feature screening  Model-free  Sure screening property  Survival data  Ultrahigh dimensionality  
How to Make Model-free Feature Screening Approaches for Full Data Applicable to the Case of Missing Response? 期刊论文
SCANDINAVIAN JOURNAL OF STATISTICS, 2018, 卷号: 45, 期号: 2, 页码: 324-346
作者:  Wang, Qihua;  Li, Yongjin
收藏  |  浏览/下载：184/0  |  提交时间：2018/07/30
borrowing missingness information  missing data  ultrahigh dimensionality  variable screening  
NetGen: a novel network-based probabilistic generative model for gene set functional enrichment analysis 期刊论文
BMC SYSTEMS BIOLOGY, 2017, 卷号: 11, 页码: 14
作者:  Sun, Duanchen;  Liu, Yinliang;  Zhang, Xiang-Sun;  Wu, Ling-Yun
收藏  |  浏览/下载：134/0  |  提交时间：2018/07/30
Gene ontology  Enrichment analysis  Network-based probabilistic generative model  Integer programming  Complex diseases  
A computational procedure for identifying master regulator candidates: a case study on diabetes progression in Goto-Kakizaki rats 期刊论文
BMC Systems Biology, 2012, 卷号: 6, 期号: Suppl 1
作者:  Piao,Guanying;  Saito,Shigeru;  Sun,Yidan;  Liu,Zhi-Ping;  Wang,Yong;  Han,Xiao;  Wu,Jiarui;  Zhou,Huarong;  Chen,Luonan;  Horimoto,Katsuhisa
收藏  |  浏览/下载：146/0  |  提交时间：2018/07/30