Medical code prediction via capsule networks and ICD knowledge

Abstract Background Clinical notes record the health status, clinical manifestations and other detailed information of each patient. The International Classification of Diseases (ICD) codes are important labels for electronic health records. Automatic medical codes assignment to clinical notes throu...

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Bibliographic Details
Main Authors: Weidong Bao, Hongfei Lin, Yijia Zhang, Jian Wang, Shaowu Zhang
Format: Article
Language:English
Published: BMC 2021-07-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Online Access:https://doi.org/10.1186/s12911-021-01426-9