Machine Learning Prediction Models for Mortality in Intensive Care Unit Patients with Lactic Acidosis.
Pattharawin PattharanitimaCharat ThongprayoonWisit KaewputFawad QureshiFahad QureshiTananchai PetnakNarat SrivaliGuido GembilloOisin A O'CorragainSupavit ChesdachaiSaraschandra VallabhajosyulaPramod K GuruMichael A MaoVesna D GarovicJohn J DillonWisit CheungpasitpornPublished in: Journal of clinical medicine (2021)
The ML prediction model using RF algorithm provided the highest predictive performance for hospital mortality among ICU patient with lactic acidosis.