Machine learning using the extreme gradient boosting (XGBoost) algorithm predicts 5-day delta of SOFA score at ICU admission in COVID-19 patients.
Montomoli J, Romeo L, Moccia S, Bernardini M, Migliorelli L, Berardini D, Donati A, Carsetti A, Bocci MG, Wendel Garcia PD, Fumeaux T, Guerci P, Schüpbach RA, Ince C, Frontoni E, Hilty MP; RISC-19-ICU Investigators.
Montomoli J, et al.
J Intensive Med. 2021 Oct 22;1(2):110-116. doi: 10.1016/j.jointm.2021.09.002. eCollection 2021 Oct.
J Intensive Med. 2021.
PMID: 36785563
Free PMC article.