Items where authors include "Osmani, V."

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Number of items: 17.

Article

Sheikhalishahi, S., Bhattacharyya, A., Celi, L.A. et al. (1 more author) (2023) An interpretable deep learning model for time-series electronic health records: Case study of delirium prediction in critical care. Artificial Intelligence in Medicine, 144. 102659. ISSN 0933-3657

Mamandipoor, B. orcid.org/0000-0001-9441-3815, Wernly, S., Semmler, G. et al. (6 more authors) (2023) Machine learning models predict liver steatosis but not liver fibrosis in a prospective cohort study. Clinics and Research in Hepatology and Gastroenterology, 47 (7). 102181. ISSN 2210-7401

Koköfer, A., Mamandipoor, B., Flamm, M. et al. (7 more authors) (2023) The impact of ethnic background on ICU care and outcome in sepsis and septic shock – a retrospective multicenter analysis on 17,949 patients. BMC Infectious Diseases, 23 (1). 194.

Rezar, R. orcid.org/0000-0002-7118-501X, Mamandipoor, B., Seelmaier, C. et al. (6 more authors) (2023) Hyperlactatemia and altered lactate kinetics are associated with excess mortality in sepsis. Wiener klinische Wochenschrift, 135 (3-4). pp. 80-88. ISSN 0043-5325

Bruno, R.R., Wernly, B., Binneboessel, S. et al. (7 more authors) (2022) Failure of lactate clearance predicts the outcome of critically ill septic patients. Diagnostics, 10 (12). 1105. ISSN 2075-4418

Muñoz, S. orcid.org/0000-0002-2070-8976, Iglesias, CÁ orcid.org/0000-0002-1755-2712, Mayora, O. orcid.org/0000-0002-5773-3876 et al. (1 more author) (2022) Prediction of stress levels in the workplace using surrounding stress. Information Processing & Management, 59 (6). 103064. ISSN 0306-4573

Mamandipoor, B., Yeung, W., Agha-Mir-Salim, L. et al. (3 more authors) (2022) Prediction of blood lactate values in critically ill patients: a retrospective multi-center cohort study. Journal of Clinical Monitoring and Computing, 36 (4). pp. 1087-1097. ISSN 1387-1307

Bhattacharyya, A., Sheikhalishahi, S., Torbic, H. et al. (6 more authors) (2022) Delirium prediction in the ICU: designing a screening tool for preventive interventions. JAMIA Open, 5 (2). ISSN 2574-2531

Jung, C. orcid.org/0000-0001-8325-250X, Mamandipoor, B. orcid.org/0000-0001-9441-3815, Fjølner, J. orcid.org/0000-0003-3371-0503 et al. (25 more authors) (2022) Disease-course adapting machine learning prognostication models in elderly patients critically ill with COVID-19: multicenter cohort study with external validation. JMIR Medical Informatics, 10 (3). e32949. ISSN 2291-9694

Danninger, T., Rezar, R., Mamandipoor, B. et al. (5 more authors) (2022) Underweight but not overweight is associated with excess mortality in septic ICU patients. Wiener klinische Wochenschrift, 134 (3-4). pp. 139-147. ISSN 0043-5325

Carrington, A.M., Manuel, D.G., Fieguth, P. et al. (9 more authors) (2022) Deep ROC analysis and AUC as balanced average accuracy, for improved classifier selection, audit and explanation. IEEE Transactions on Pattern Analysis and Machine Intelligence. ISSN 0162-8828

Mamandipoor, B., Frutos-Vivar, F., Peñuelas, O. et al. (29 more authors) (2021) Machine learning predicts mortality based on analysis of ventilation parameters of critically ill patients: multi-centre validation. BMC Medical Informatics and Decision Making, 21 (1). 152. ISSN 1472-6947

Semmler, G., Wernly, S., Wernly, B. et al. (6 more authors) (2021) Machine learning models cannot replace screening colonoscopy for the prediction of advanced colorectal adenoma. Journal of Personalized Medicine, 11 (10). p. 981.

Bruno, R.R., Wernly, B., Mamandipoor, B. et al. (19 more authors) (2021) ICU-mortality in old and very old patients suffering from sepsis and septic shock. Frontiers in Medicine, 8. ISSN 2296-858X

Gios, L., Crema Falceri, G., Micocci, S. et al. (18 more authors) (2021) Use of eHealth platforms and apps to support monitoring and management of home-quarantined patients with COVID-19 in the province of Trento, Italy: app development and implementation. JMIR Formative Research, 5 (5). e25713. ISSN 2561-326X

Wernly, B., Mamandipoor, B., Baldia, P. et al. (2 more authors) (2021) Machine learning predicts mortality in septic patients using only routinely available ABG variables: a multi-centre evaluation. International Journal of Medical Informatics, 145. 104312. ISSN 1386-5056

Sheikhalishahi, S., Balaraman, V. and Osmani, V. orcid.org/0000-0001-7306-2972 (2020) Benchmarking machine learning models on multi-centre eICU critical care dataset. PLoS ONE, 15 (7). e0235424. ISSN 1932-6203

This list was generated on Sun Mar 24 11:46:09 2024 GMT.