A novel indirect method for deriving reference intervals through iterative data cleaning guided by self-organizing maps of multi-test patterns (SOM-clean)
SOM-clean represents a practical and robust parametric tool for estimating RIs indirectly from routine laboratory data employing a novel multivariate-based data cleaning scheme.
Authors
- Anwar Borai (ORCID: https://orcid.org/0000-0001-6504-9559)
- Kiyoshi Ichihara (ORCID: https://orcid.org/0000-0002-6039-4537)
- Teppei Yamashita (ORCID: https://orcid.org/0000-0002-6622-1223)
Institutions
- Tokai University (JP)
- Yamaguchi University (JP)
- King Saud bin Abdulaziz University for Health Sciences (SA)
Publication Details
- Journal
- Computer Methods and Programs in Biomedicine
- Published
- 2026-02-05
- DOI
- https://doi.org/10.1016/j.cmpb.2026.109279
- Primary Topic
- Fault Detection and Control Systems
- Type
- article
- Field-Weighted Citation Impact
- 0.00