A novel indirect method for deriving reference intervals through iterative data cleaning guided by self-organizing maps of multi-test patterns (SOM-clean).

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Title: A novel indirect method for deriving reference intervals through iterative data cleaning guided by self-organizing maps of multi-test patterns (SOM-clean).
Authors: Ichihara K; Faculty of Health Sciences, Department of Clinical Laboratory Sciences, Yamaguchi University Graduate School of Medicine, Minami-Kogushi 1-1-1, Ube, 755-0001, Japan. Electronic address: ichihara@yamaguchi-u.ac.jp., Yamashita T; Department of Clinical Pharmacology, Tokai University School of Medicine, Isehara, 259-1193, Japan., Borai A; King Abdullah International Medical Research Center, King Saud Bin Abdulaziz University for Health Sciences, King Abdulaziz Medical City, Ministry of National Guard Health Affairs. P. O. Box 9515, Jeddah 21423, Saudi Arabia.
Source: Computer methods and programs in biomedicine [Comput Methods Programs Biomed] 2026 May 01; Vol. 278, pp. 109279. Date of Electronic Publication: 2026 Feb 05.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Scientific Publishers Country of Publication: Ireland NLM ID: 8506513 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-7565 (Electronic) Linking ISSN: 01692607 NLM ISO Abbreviation: Comput Methods Programs Biomed Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1872-7565
DOI:10.1016/j.cmpb.2026.109279