Czech medical coding assistant based on transformer networks

Author:

Lenc LadislavORCID,Martínek JiříORCID,Baloun Josef,Přibáň PavelORCID,Prantl Martin,Taylor Stephen Eugene,Král Pavel,Kyliš Jiří

Funder

University of West Bohemia in Pilsen

Publisher

Elsevier BV

Reference29 articles.

1. MIMIC-III, a freely accessible critical care database;Johnson,2016

2. J. Liu, W.-C. Chang, Y. Wu, Y. Yang, Deep learning for extreme multi-label text classification, in: Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017, pp. 115–124.

3. Measuring diagnoses: ICD code accuracy;O’Malley;Health Serv. Res.,2005

4. Green ai;Schwartz;Commun. ACM,2020

5. Transformer in transformer;Han;Adv. Neural Inf. Process. Syst.,2021

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