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Real-time classification of causes death using Artificial Intelligence – sensitivity analysis

BACKGROUND: Last year Europe registered >365 000 excess deaths, most from preventable causes. In order to timely track deaths, the Portuguese Directorate-General of Health developed a deep neural network that codifies ICD-10 causes of death (AUTOCOD) by analyzing free text in a death certificate...

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Detalles Bibliográficos
Autores principales: Pita Ferreira, P, Godinho Simões, D, Pinto de Carvalho, C, Duarte, F, Fernandes, E, Casaca, P, Loff, J, Soares, AP, Pinto Leite, P, Peralta-Santos, A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9834976/
http://dx.doi.org/10.1093/eurpub/ckac129.574