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Decision Support for Health Professionals (2175) Clinical Informatics (2203) Clinical Information and Decision Making (3617) Machine Learning (3110) Gastroenterology and Hepatology (198) Artificial Intelligence (4643)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/83889, first published .
Doctor reviews patient chart while patient receives IV infusion in clinic.

Prediction of Blood Transfusion Need and Dose in Patients With Upper Gastrointestinal Bleeding: Retrospective Multicenter Prediction Model Study

Prediction of Blood Transfusion Need and Dose in Patients With Upper Gastrointestinal Bleeding: Retrospective Multicenter Prediction Model Study

Authors of this article:

Xiaoyu Li1, 2 Author Orcid Image ;   Yuqin He3 Author Orcid Image ;   Mingyang Hou1 Author Orcid Image ;   Zhi Yu1 Author Orcid Image ;   Shuai Miao1 Author Orcid Image ;   Zhiyong Huang1 Author Orcid Image ;   Min Yang3 Author Orcid Image
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