Automatic multilabel detection of ICD10 codes in Dutch cardiology discharge letters using neural networks

Abstract Standard reference terminology of diagnoses and risk factors is crucial for billing, epidemiological studies, and inter/intranational comparisons of diseases. The International Classification of Disease (ICD) is a standardized and widely used method, but the manual classification is an enor...

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Bibliographic Details
Main Authors: Arjan Sammani, Ayoub Bagheri, Peter G. M. van der Heijden, Anneline S. J. M. te Riele, Annette F. Baas, C. A. J. Oosters, Daniel Oberski, Folkert W. Asselbergs
Format: Article
Language:English
Published: Nature Portfolio 2021-02-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-021-00404-9