Intensive Care Unit Patient Outcome Prediction Using ν-Support Vector Classification and Stochastic Signal Processing–Based Feature Extraction Techniques: Algorithm Development and Validation Study
Our study contributes to health care operation management by leveraging digital traces from health care information systems to address challenges with significant implications for health care.
Authors
- Qing Li (ORCID: https://orcid.org/0000-0002-3069-3878)
- Wenli Zhang (ORCID: https://orcid.org/0000-0001-5768-7702)
- Shaodong Wang (ORCID: https://orcid.org/0000-0002-2168-9594)
- Yiqun Jiang (ORCID: https://orcid.org/0000-0001-8151-1563)
Institutions
- Iowa State University (US)
- Mayo Clinic in Arizona (US)
Publication Details
- Journal
- JMIR AI
- Published
- 2025-08-26
- DOI
- https://doi.org/10.2196/72671
- Primary Topic
- Machine Learning in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 0.00