Data balancing improves mortality prediction for emergency department patients.

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Bibliographic Details
Title: Data balancing improves mortality prediction for emergency department patients.
Authors: Tseng CH; Department of Computer Science and Information Engineering, National Taipei University, New Taipei City, Taiwan. tsengcyt@gm.ntpu.edu.tw., Lo YS; Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan. Loyusen@tmu.edu.tw., Lin YJ; Department of Family Medicine, Taipei Medical University Hospital, Taipei, Taiwan.; Department of Family Medicine, School of Medicine, College of Medicine, Taipei Medical University, No. 252, Wuxing St, Xinyi District, Taipei, 110, Taiwan., Liao YH; Department of Family Medicine, Taipei Medical University Hospital, Taipei, Taiwan.; Department of Family Medicine, School of Medicine, College of Medicine, Taipei Medical University, No. 252, Wuxing St, Xinyi District, Taipei, 110, Taiwan., Tai CH; Department of Computer Science and Information Engineering, National Taipei University, New Taipei City, Taiwan., Chen RJ; Department of Surgery, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan.; Taipei Medical University Hospital, Taipei, Taiwan., Wu JY; Department of Emergency Medicine, Chang Gung Memorial Hospital, Keelung, Taiwan.; Chang Gung University College of Medicine, Kaohsiung, Taiwan., Chien HC; Department of Family Medicine, Taipei Medical University Hospital, Taipei, Taiwan.; Department of Family Medicine, School of Medicine, College of Medicine, Taipei Medical University, No. 252, Wuxing St, Xinyi District, Taipei, 110, Taiwan., Wu KH; Department of Emergency Medicine, Kaohsiung Chang Gung Memorial Hospital Kaohsiung Municipal Feng Shan Hospital - Under the management of Chang Gung Medical Foundation, Chang Gung University College of Medicine, Kaohsiung City, Taiwan. hayatowu1120@gmail.com., Chang SS; Department of Family Medicine, Taipei Medical University Hospital, Taipei, Taiwan. sschang0529@gmail.com.; Department of Family Medicine, School of Medicine, College of Medicine, Taipei Medical University, No. 252, Wuxing St, Xinyi District, Taipei, 110, Taiwan. sschang0529@gmail.com.
Source: BMC medical informatics and decision making [BMC Med Inform Decis Mak] 2026 Jun 08; Vol. 26 (1). Date of Electronic Publication: 2026 Jun 08.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101088682 Publication Model: Electronic Cited Medium: Internet ISSN: 1472-6947 (Electronic) Linking ISSN: 14726947 NLM ISO Abbreviation: BMC Med Inform Decis Mak Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1472-6947
DOI:10.1186/s12911-026-03608-9