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Medical concept embedding of real-valued electronic health records with application to inflammatory bowel disease.

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第一作者： Hanan,Mann

第一单位： Department of Industrial Engineering and Management, Ben-Gurion University of the Negev, Israel.

作者： Hanan,Mann ^[1] ; Aharon,Bar Hillel ^[1] ; Raffi,Lev-Tzion ^[2] ; Shira,Greenfeld ^[3] ; Revital,Kariv ^[3] ; Natan,Lederman ^[4] ; Eran,Matz ^[5] ; Iris,Dotan ^[6] ; Dan,Turner ^[2] ; Boaz,Lerner ^[7]

作者单位： Department of Industrial Engineering and Management, Ben-Gurion University of the Negev, Israel. ^[1] The Juliet Keidan Institute of Pediatric Gastroenterology and Nutrition, Shaare Zedek Medical Center, The Hebrew University of Jerusalem, Israel. ^[2] Maccabi Healthcare Services, Tel Aviv, Israel. ^[3] Meuhedet Health Services, Tel Aviv, Israel. ^[4] Leumit Health Services, Tel Aviv, Israel. ^[5] Division of Gastroenterology, Rabin Medical Center, Petah Tikva, and the Sackler Faculty of Medicine, Tel Aviv University, Israel. ^[6] Department of Industrial Engineering and Management, Ben-Gurion University of the Negev, Israel. Electronic address: boaz@bgu.ac.il. ^[7]

关键词 Crohn's disease Electronic health record (EHR)Embedding Gated recurrent unit (GRU)Lab test result Medical concept

医学主题词人类(Humans);电子健康病历(Electronic Health Records);数据库, 事实型(Databases, Factual);炎性肠疾病(Inflammatory Bowel Diseases)

DOI 10.1016/j.artmed.2023.102684

PMID 37925213

发布时间 2023-11-10

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