Mamandipoor, Behrooz

Mamandipoor, Behrooz  

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Blood Lactate Concentration Prediction in Critical Care 1-gen-2020 Mamandipoor, Behrooz; Majd, Mahshid; Moz, Monica; Osmani, Venet
COVID-19 machine learning model predicts outcomes in older patients from various European countries, between pandemic waves, and in a cohort of Asian, African, and American patients 1-gen-2022 Mamandipoor, Behrooz; Bruno, Raphael Romano; Wernly, Bernhard; Wolff, Georg; Fjølner, Jesper; Artigas, Antonio; Pinto, Bernardo Bollen; Schefold, Joerg C.; Kelm, Malte; Beil, Michael; Sigal, Sviri; Leaver, Susannah; De Lange, Dylan W.; Guidet, Bertrand; Flaatten, Hans; Szczeklik, Wojciech; Jung, Christian; Osmani, Venet
Disease-course adapting machine learning prognostication models in critically ill elderly COVID-19 patients: a multi-centre cohort study with external validation 1-gen-2022 Jung, Christian; Mamandipoor, Behrooz; Fjølner, Jesper; Bruno, Raphael; Wernly, Bernhard; Artigas, Antonio; Bollen Pinto, Bernardo; Schefold, Joerg C; Wolff, Georg; Kelm, Malte; Beil, Michael; Sviri, Sigal; van Heerden, Peter Vernon; Szczeklik, Wojciech; Czuczwar, Miroslaw; Elhadi, Muhammed; Joannidis, Michael; Oeyen, Sandra; Zafeiridis, Tilemachos; Marsh, Brian; Andersen, Finn H; Moreno, Rui; Cecconi, Maurizio; Leaver, Susannah; De Lange, Dylan W; Guidet, Bertrand; Flaatten, Hans; Osmani, Venet
Failure of Lactate Clearance Predicts the Outcome of Critically Ill Septic Patients 1-gen-2020 Bruno, Raphael Romano; Wernly, Bernhard; Binneboessel, Stephan; Baldia, Philipp; Duse, Dragos Andrei; Erkens, Ralf; Kelm, Malte; Mamandipoor, Behrooz; Osmani, Venet; Jung, Christian
Gastroenterologist against the machine-opportunities and limitations of machine learning models for prediction of advanced adenoma 1-gen-2021 Semmler, Georg; Wernly, Sarah; Wernly, Bernhard; Mamandipoor, Behrooz; Bachmayer, Sebastian; Semmler, Lorenz; Aigner, Elmar; Datz, Christian; Osmani, Venet
ICU-Mortality in Old and Very Old Patients Suffering From Sepsis and Septic Shock 1-gen-2021 Bruno, Raphael Romano; Wernly, Bernhard; Mamandipoor, Behrooz; Rezar, Richard; Binnebössel, Stephan; Baldia, Philipp Heinrich; Wolff, Georg; Kelm, Malte; Guidet, Bertrand; De Lange, Dylan W.; Dankl, Daniel; Koköfer, Andreas; Danninger, Thomas; Szczeklik, Wojciech; Sigal, Sviri; van Heerden, Peter Vernon; Beil, Michael; Fjølner, Jesper; Leaver, Susannah; Flaatten, Hans; Osmani, Venet; Jung, Christian
Machine Learning Models Cannot Replace Screening Colonoscopy for the Prediction of Advanced Colorectal Adenoma 1-gen-2021 Semmler, Georg; Wernly, Sarah; Wernly, Bernhard; Mamandipoor, Behrooz; Bachmayer, Sebastian; Semmler, Lorenz; Aigner, Elmar; Datz, Christian; Osmani, Venet
Machine learning predicts mortality based on analysis of ventilation parameters of critically ill patients: multi-centre validation 1-gen-2021 Mamandipoor, Behrooz; Frutos-Vivar, Fernando; Peñuelas, Oscar; Rezar, Richard; Raymondos, Konstantinos; Muriel, Alfonso; Du, Bin; Thille, Arnaud W; Ríos, Fernando; González, Marco; Del-Sorbo, Lorenzo; Del Carmen Marín, Maria; Pinheiro, Bruno Valle; Soares, Marco Antonio; Nin, Nicolas; Maggiore, Salvatore M; Bersten, Andrew; Kelm, Malte; Bruno, Raphael Romano; Amin, Pravin; Cakar, Nahit; Suh, Gee Young; Abroug, Fekri; Jibaja, Manuel; Matamis, Dimitros; Zeggwagh, Amine Ali; Sutherasan, Yuda; Anzueto, Antonio; Wernly, Bernhard; Esteban, Andrés; Jung, Christian; Osmani, Venet
Machine learning predicts mortality in septic patients using only routinely available ABG variables: a multi-centre evaluation 1-gen-2021 Wernly, Bernhard; Mamandipoor, Behrooz; Baldia, Philipp; Jung, Christian; Osmani, Venet
Management of intoxicated patients – a descriptive outcome analysis of 4,267 ICU patients 1-gen-2022 Rezar, Richard; Jung, Christian; Mamandipoor, Behrooz; Seelmaier, Clemens; Felder, Thomas K.; Lichtenauer, Michael; Wernly, Sarah; Zwaag, Samanta M.; De Lange, Dylan W.; Wernly, Bernhard; Osmani, Venet
Monitoring and detecting faults in wastewater treatment plants using deep learning 1-gen-2020 Mamandipoor, Behrooz; Majd, Mahshid; Sheikhalishahi, Seyedmostafa; Modena, Claudio; Osmani, Venet
Prediction of blood lactate values in critically ill patients: a retrospective multi-center cohort study 1-gen-2022 Mamandipoor, Behrooz; Yeung, Wesley; Agha-Mir-Salim, Louis; Stone, David J.; Osmani, Venet; Celi, Leo Anthony
Red Cell Distribution Width is independently associated with Mortality in Sepsis 1-gen-2022 Dankl, Daniel; Rezar, Richard; Mamandipoor, Behrooz; Zhou, Zhichao; Wernly, Sarah; Wernly, Bernhard; Osmani, Venet
Sex-specific outcomes and management in critically ill septic patients 1-gen-2020 Wernly, Bernhard; Bruno, Raphael Romano; Mamandipoor, Behrooz; Jung, Christian; Osmani, Venet
The impact of ethnic background on ICU care and outcome in sepsis and septic shock - A retrospective multicenter analysis on 17,949 patients 1-gen-2023 Koköfer, Andreas; Mamandipoor, Behrooz; Flamm, Maria; Rezar, Richard; Wernly, Sarah; Datz, Christian; Jung, Christian; Osmani, Venet; Wernly, Bernhard; Bruno, Raphael Romano
Underweight but not overweight is associated with excess mortality in septic ICU patients 1-gen-2021 Danninger, Thomas; Rezar, Richard; Mamandipoor, Behrooz; Dankl, Daniel; Koköfer, Andreas; Jung, Christian; Wernly, Bernhard; Osmani, Venet
Vital signs as a source of racial bias 1-gen-2022 Velichkovska, Bojana; Gjoreski, Hristijan; Denkovski, Daniel; Kalendar, Marija; Mamandipoor, Behrooz; Celi, Leo Anthony; Osmani, Venet