Explainable automated coding of clinical notes using hierarchical label-wise attention networks and label embedding initialisation

Background Diagnostic or procedural coding of clinical notes aims to derive a coded summary of disease-related information about patients. Such coding is usually done manually in hospitals but could potentially be automated to improve the efficiency and accuracy of medical coding. Recent studies on...

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Main Authors: Dong, H, Suárez-Paniagua, V, Whiteley, W, Wu, H
פורמט: Journal article
שפה:English
יצא לאור: Elsevier 2021