Blood lactate concentration prediction in critical care patients: handling missing values. - Behrooz Mamandipoor; Mahshid Majd; Monica Moz; Venet Osmani (CoRR, 2019)

Blood Lactate Concentration Prediction in Critical Care. - Behrooz Mamandipoor; Mahshid Majd; Monica Moz; Venet Osmani (MIE, 2020)

Prediction of Blood Lactate Values in Critically Ill Patients: A Retrospective Multi-center Cohort Study. - Behrooz Mamandipoor; Wesley Yeung; Louis Agha-Mir-Salim; David J. Stone; Venet Osmani; Leo Anthony Celi (CoRR, 2021)

Machine learning predicts mortality in septic patients using only routinely available ABG variables: a multi-centre evaluation. - Bernhard Wernly; Behrooz Mamandipoor; Philipp Baldia; Christian Jung 002; Venet Osmani (Int. J. Medical Informatics, 2021)

Machine learning predicts mortality based on analysis of ventilation parameters of critically ill patients: multi-centre validation. - Behrooz Mamandipoor; Fernando Frutos-Vivar; Oscar Peñuelas; Richard Rezar; Konstantinos Raymondos; Alfonso Muriel; Bin Du; Arnaud W. Thille; Fernando Rios; Marco González; Lorenzo del-Sorbo; María Del Carmen Marín; et al. (BMC Medical Informatics Decis. Mak., 2021)