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A Machine Learning Early Warning System: Multicenter Validation in Brazilian Ho...

Kobylarz, Jonathan; Santos, Henrique; Barletta, Felipe; Silva, Mateus; Vieira, Renata; Morales, Hugo; Rocha, Cristian

Early recognition of clinical deterioration is one of the main steps for reducing inpatient morbidity and mortality. The challenging task of clinical deterioration identification in hospitals lies in the intense daily routines of healthcare practitioners, in the unconnected patient data stored in the Electronic Health Records (EHRs) and in the usage of low accuracy scores. Since hospital wards are given less at...

Date: 2021   |   Origin: Repositório Científico da Universidade de Évora
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