Výsledky vyhledávání - "Nikolas Bernaola"

COVID-19 prognostic model using Bayesian networks learnt on patient data

Autor: Nikolas Bernaola, Concha Bielza, Pedro Larrañaga

The response to the ongoing second wave of the COVID-19 pandemic can be helped by giving medical professionals access to models learned on patient data. To achieve this, we learned a Bayesian network model to predict risk of ICU admission, death and

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::493aff4b948b1b4fa34856a64f5ca07b
https://doi.org/10.1101/2022.10.24.22281436

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Decision trees for COVID-19 prognosis learned from patient data: Desaturating the ER with Artificial Intelligence

Autor: Nikolas Bernaola, Guillermo de Lima, Miguel Riaño, Lucia Llanos, Sarah Heili-Frades, Olga Sanchez, Antonio Lara, Guillermo Plaza, Cesar Carballo, Paloma Gallego, Pedro Larrañaga, Concha Bielza

ObjectivesTo present a model that enhances the accuracy of clinicians when presented with a possibly critical Covid-19 patient.MethodsA retrospective study was performed with information of 5,745 SARS-CoV2 infected patients admitted to the Emergency

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::fbc7abb7b44ee6fe748d705157d1eef2
https://doi.org/10.1101/2022.05.09.22274832

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