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Studies in Health Technology and Informatics|June 24, 2020
Blood Lactate Concentration Prediction in Critical CareBehrooz Mamandipoor, Mahshid Majd, Monica Moz, et al.International Journal of Medical Informatics|October 30, 2020
Machine learning predicts mortality in septic patients using only routinely available ABG variables: a multi-centre evaluationBernhard Wernly, Behrooz Mamandipoor, Philipp Baldia, et al.Environmental Monitoring and Assessment|January 31, 2020
Monitoring and detecting faults in wastewater treatment plants using deep learningBehrooz Mamandipoor, Mahshid Majd, Seyedmostafa Sheikhalishahi, et al.Journal of the American Medical Informatics Association : JAMIA|May 2, 2026
Engineering biomarker representations of vital signs data enhances deep learning mortality predictionBehrooz Mamandipoor, Isabella Shen, Chun-Nan Hsu, et al.European Journal of Internal Medicine|October 16, 2020
Sex-specific outcomes and management in critically ill septic patientsBernhard Wernly, Raphael Romano Bruno, Behrooz Mamandipoor, et al.Medical Principles and Practice : International Journal of the Kuwait University, Health Science Centre|January 30, 2022
Red Cell Distribution Width Is Independently Associated with Mortality in SepsisDaniel Dankl, Richard Rezar, Behrooz Mamandipoor, et al.Wiener Klinische Wochenschrift|September 16, 2021
Underweight but not overweight is associated with excess mortality in septic ICU patientsThomas Danninger, Richard Rezar, Behrooz Mamandipoor, et al.Journal of Clinical Monitoring and Computing|July 5, 2021
Prediction of blood lactate values in critically ill patients: a retrospective multi-center cohort studyBehrooz Mamandipoor, Wesley Yeung, Louis Agha-Mir-Salim, et al.Clinics and Research in Hepatology and Gastroenterology|July 19, 2023
Machine learning models predict liver steatosis but not liver fibrosis in a prospective cohort studyBehrooz Mamandipoor, Sarah Wernly, Georg Semmler, et al.Journal of Personalized Medicine|October 23, 2021
Machine Learning Models Cannot Replace Screening Colonoscopy for the Prediction of Advanced Colorectal AdenomaGeorg Semmler, Sarah Wernly, Bernhard Wernly, et al.Pageof 2