Exploring the feasibility of vital signs-based mortality risk prediction in a care facility setting
Using sparse data from an open ICU database, this study shows the feasibility of vital sign-based MRP use at care facilities, which is a big step towards the practical use of the MRP in those facilities.
Authors
- Virach Sornlertlamvanich (ORCID: https://orcid.org/0000-0002-6918-8713)
- Wenwei Yu (ORCID: https://orcid.org/0000-0003-1277-863X)
- Patama Gomutbutra (ORCID: https://orcid.org/0000-0002-7360-8979)
- Somrudee Deepaisarn (ORCID: https://orcid.org/0000-0001-7647-6345)
- Waranrach Viriyavit (ORCID: https://orcid.org/0000-0002-5192-8998)
Institutions
- Thammasat University (TH)
- Burapha University (TH)
- Chiba University (JP)
- Musashino University (JP)
- Chiang Mai University (TH)
Publication Details
- Journal
- Digital Health
- Published
- 2025-05-01
- DOI
- https://doi.org/10.1177/20552076251382025
- Primary Topic
- Machine Learning in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 0.00