Published on in Vol 10, No 4 (2022): April

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/26353, first published .
Neural Translation and Automated Recognition of ICD-10 Medical Entities From Natural Language: Model Development and Performance Assessment

Neural Translation and Automated Recognition of ICD-10 Medical Entities From Natural Language: Model Development and Performance Assessment

Neural Translation and Automated Recognition of ICD-10 Medical Entities From Natural Language: Model Development and Performance Assessment

Journals

  1. Coutinho I, Martins B. Transformer-based models for ICD-10 coding of death certificates with Portuguese text. Journal of Biomedical Informatics 2022;136:104232 View
  2. Cejudo A, Casillas A, Pérez A, Oronoz M, Cobos D. Cause of Death estimation from Verbal Autopsies: Is the Open Response redundant or synergistic?. Artificial Intelligence in Medicine 2023;143:102622 View
  3. Zappatore M, Ruggieri G. Adopting machine translation in the healthcare sector: A methodological multi-criteria review. Computer Speech & Language 2024;84:101582 View
  4. Pita Ferreira P, Godinho Simões D, Pinto de Carvalho C, Duarte F, Fernandes E, Casaca Carvalho P, Loff J, Soares A, Albuquerque M, Pinto-Leite P, Peralta-Santos A. Real-Time Classification of Causes of Death Using AI: Sensitivity Analysis. JMIR AI 2023;2:e40965 View
  5. Siebra C, Kurpicz-Briki M, Wac K. Transformers in health: a systematic review on architectures for longitudinal data analysis. Artificial Intelligence Review 2024;57(2) View
  6. Zambetta E, Razakamanana N, Robert A, Clanché F, Rivera C, Martin D, Hebbache Z, Flicoteaux R, Coudin E. Combining deep neural networks, a rule-based expert system and targeted manual coding for ICD-10 coding causes of death of French death certificates from 2018 to 2019. International Journal of Medical Informatics 2024;188:105462 View
  7. Huo D, Wang X. A new era in healthcare: The integration of artificial intelligence and microbial. Medicine in Novel Technology and Devices 2024;23:100319 View

Books/Policy Documents

  1. Xu X, Zheng Z. Artificial Intelligence for Future Society. View