Mamandipoor, Behrooz
Mamandipoor, Behrooz
DSH
Blood Lactate Concentration Prediction in Critical Care
2020-01-01 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
2022-01-01 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
2022-01-01 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
2020-01-01 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
2021-01-01 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
2021-01-01 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
2021-01-01 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
2021-01-01 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
2021-01-01 Wernly, Bernhard; Mamandipoor, Behrooz; Baldia, Philipp; Jung, Christian; Osmani, Venet
Management of intoxicated patients – a descriptive outcome analysis of 4,267 ICU patients
2022-01-01 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
2020-01-01 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
2022-01-01 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
2022-01-01 Dankl, Daniel; Rezar, Richard; Mamandipoor, Behrooz; Zhou, Zhichao; Wernly, Sarah; Wernly, Bernhard; Osmani, Venet
Sex-specific outcomes and management in critically ill septic patients
2020-01-01 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
2023-01-01 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
2021-01-01 Danninger, Thomas; Rezar, Richard; Mamandipoor, Behrooz; Dankl, Daniel; Koköfer, Andreas; Jung, Christian; Wernly, Bernhard; Osmani, Venet
Vital signs as a source of racial bias
2022-01-01 Velichkovska, Bojana; Gjoreski, Hristijan; Denkovski, Daniel; Kalendar, Marija; Mamandipoor, Behrooz; Celi, Leo Anthony; Osmani, Venet
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| 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 |