EMR-based medical knowledge representation and inference via Markov random fields and distributed representation learning.

Objective: Electronic medical records (EMRs) contain medical knowledge that can be used for clinical decision support (CDS). Our objective is to develop a general system that can extract and represent knowledge contained in EMRs to support three CDS tasks-test recommendation, initial diagnosis, and...

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Detalles Bibliográficos
Publicado en:Artificial Intelligence in Medicine Vol. 87; pp. 49 - 60
Autores principales: Zhao, Chao, Jiang, Jingchi, Guan, Yi, Guo, Xitong, He, Bin
Formato: research Journal Article
Publicado: Elsevier B.V. May2018
Acceso en línea:Ver este registro en EBSCOhost