A process mining- deep learning approach to predict survival in a cohort of hospitalized COVID‐19 patients

Abstract Background Various machine learning and artificial intelligence methods have been used to predict outcomes of hospitalized COVID-19 patients. However, process mining has not yet been used for COVID-19 prediction. We developed a process mining/deep learning approach to predict mortality amon...

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Autors principals:	M. Pishgar, S. Harford, J. Theis, W. Galanter, J. M. Rodríguez-Fernández, L. H Chaisson, Y. Zhang, A. Trotter, K. M. Kochendorfer, A. Boppana, H. Darabi
Format:	Artigo
Idioma:	Inglês
Publicat:	BMC 2022-07-01
Col·lecció:	BMC Medical Informatics and Decision Making
Matèries:	Mortality prediction Process mining Deep learning COVID-19 prediction Machine learning SARS-CoV-2
Accés en línia:	https://doi.org/10.1186/s12911-022-01934-2
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