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Early prediction of COVID-19 outcome using artificial intelligence techniques and only five laboratory indices

We aimed to develop a prediction model for intensive care unit (ICU) hospitalization of Coronavirus disease-19 (COVID-19) patients using artificial neural networks (ANN). We assessed 25 laboratory parameters at first from 248 consecutive adult COVID-19 patients for database creation, training, and d...

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Detalles Bibliográficos
Autores principales: Asteris, Panagiotis G., Kokoris, Styliani, Gavriilaki, Eleni, Tsoukalas, Markos Z., Houpas, Panagiotis, Paneta, Maria, Koutzas, Andreas, Argyropoulos, Theodoros, Alkayem, Nizar Faisal, Armaghani, Danial J., Bardhan, Abidhan, Cavaleri, Liborio, Cao, Maosen, Mansouri, Iman, Mohammed, Ahmed Salih, Samui, Pijush, Gerber, Gloria, Boumpas, Dimitrios T., Tsantes, Argyrios, Terpos, Evangelos, Dimopoulos, Meletios A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9797218/
https://www.ncbi.nlm.nih.gov/pubmed/36586431
http://dx.doi.org/10.1016/j.clim.2022.109218