Behrooz Mamandipoor

According to our database, Behrooz Mamandipoor authored at least 6 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Development and external validation of a multimodal artificial intelligence mortality prediction model of critically ill patients using multicenter data.

Behrooz Mamandipoor, Chun-Nan Hsu, Martin Krause, Ulrich H. Schmidt, Rodney A. Gabriel

CoRR, December, 2025

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, Bruno Valle Pinheiro, Marco Antonio Soares, Nicolas Nin, Salvatore M. Maggiore, Andrew Bersten, Malte Kelm, Raphael Romano Bruno, Pravin Amin, Nahit Cakar, Gee Young Suh, Fekri Abroug, Manuel Jibaja, Dimitros Matamis, Amine Ali Zeggwagh, Yuda Sutherasan, Antonio Anzueto, Bernhard Wernly, Andrés Esteban, Christian Jung, Venet Osmani

BMC Medical Informatics Decis. Mak., 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, Venet Osmani

Int. J. Medical Informatics, 2021

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

2020

Blood Lactate Concentration Prediction in Critical Care.

Behrooz Mamandipoor, Mahshid Majd, Monica Moz, Venet Osmani

Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

2019

Blood lactate concentration prediction in critical care patients: handling missing values.

Behrooz Mamandipoor, Mahshid Majd, Monica Moz, Venet Osmani

CoRR, 2019