InClust+: the deep generative framework with mask modules for multimodal data integration, imputation, and cross-modal generation.

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第一作者： Lifei,Wang

第一单位： Shulan (Hangzhou) Hospital, Affiliated to Zhejiang Shuren University Shulan International Medical College, Hangzhou, China. wanglf1020@gmail.com.

作者： Lifei,Wang ^[1] ; Rui,Nie ^[2] ; Xuexia,Miao ^[3] ; Yankai,Cai ^[4] ; Anqi,Wang ^[5] ; Hanwen,Zhang ^[5] ; Jiang,Zhang ^[6] ; Jun,Cai ^[7]

作者单位： Shulan (Hangzhou) Hospital, Affiliated to Zhejiang Shuren University Shulan International Medical College, Hangzhou, China. wanglf1020@gmail.com. ^[1] China National Center for Bioinformation, Beijing, China.;Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, 100101, China.;University of Chinese Academy of Sciences, Beijing, 100049, China. ^[2] China National Center for Bioinformation, Beijing, China.;Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, 100101, China. ^[3] School of Economic and Management, China University of Geoscience, Wuhan, China. ^[4] Shulan (Hangzhou) Hospital, Affiliated to Zhejiang Shuren University Shulan International Medical College, Hangzhou, China. ^[5] School of Systems Science, Beijing Normal University, Beijing, 100875, China. zhangjiang@bnu.edu.cn. ^[6] China National Center for Bioinformation, Beijing, China. juncai@big.ac.cn.;Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, 100101, China. juncai@big.ac.cn.;University of Chinese Academy of Sciences, Beijing, 100049, China. juncai@big.ac.cn. ^[7]

关键词 Cross-modal generation Cross-modal imputation Data integration Deep generative framework with mask modules Multi-omics

主题词染色质(Chromatin);表型(Phenotype)

DOI 10.1186/s12859-024-05656-2

PMID 38267858

发布时间 2024-10-23

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准确一般字义偏差语意偏离译文作用小提交