MISDP: multi-task fusion visit interval for sequential diagnosis prediction.

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作者： Shengrong,Zhu ^[1] ; Ruijia,Yang ^[2] ; Zifeng,Pan ^[2] ; Xuan,Tian ^[2] ; Hong,Ji ^[3]

作者单位： Department of Information Management and Big Data Center, Peking University Third Hospital, Beijing, 100191, China. ^[1] School of Information Science and Technology, Beijing Forestry University, Beijing, 100083, China. ^[2] Department of Information Management and Big Data Center, Peking University Third Hospital, Beijing, 100191, China. ji_hong@126.com. ^[3]

关键词 Historical attention residue Irregular visit intervals Multi-task learning Sequential diagnosis prediction

主题词人类(Humans);诊断, 计算机辅助(Diagnosis, Computer-Assisted);算法(Algorithms)

DOI 10.1186/s12859-024-05998-x

PMID 39707166

发布时间 2025-01-04

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