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

Author:

Dong Hang,Suárez-Paniagua Víctor,Whiteley William,Wu Honghan

Funder

The Health Foundation

Publisher

Elsevier BV

Subject

Health Informatics,Computer Science Applications

Reference41 articles.

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2. MIMIC-III, a freely accessible critical care database;Johnson;Scient. Data,2016

3. ICD-9-CM to ICD-10-CM codes: What? why? how?;Cartwright;Adv. Wound Care,2013

4. A. Stewart, ICD-11 contains nearly 4x as many codes as ICD-10: Here’s what WHO has to say, https://www.beckersasc.com/asc-coding-billing-and-collections/icd-11-contains-nearly-4x-as-many-codes-as-icd-10-here-s-what-who-has-to-say.html, accessed 2 April, 2020 (2018).

5. A systematic literature review of automated clinical coding and classification systems;Stanfill;J. Am. Med. Inform. Assoc.: JAMIA,2010

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