Encoding Health Records into Pathway Representations for Deep Learning...European Federation for Medical Informatics (EFMI) Special Topic Conference (Virtual), November 22-24, 2021.

There is a growing trend in building deep learning patient representations from health records to obtain a comprehensive view of a patient's data for machine learning tasks. This paper proposes a reproducible approach to generate patient pathways from health records and to transform them into a mach...

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Detalles Bibliográficos
Publicado en:Studies in Health Technology & Informatics no. 287; pp. 8 - 13
Autores principales: SBODIO, Marco Luca, MULLIGAN, Natasha, SPEICHERT, Stefanie, LOPEZ, Vanessa, BETTENCOURT-SILVA, Joao
Formato: proceedings research tables/charts Journal Article
Publicado: Sage Publications Inc. 2021
Acceso en línea:Ver este registro en EBSCOhost