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
  8. Jönsson L, Wibom M, Londos E, Nägga K. Person‐centered care at population scale: The Swedish registry for behavioral and psychological symptoms of dementia. Alzheimer's & Dementia: Translational Research & Clinical Interventions 2025;11(1) View

Books/Policy Documents

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

Conference Proceedings

  1. Wang J, Si S, Zhu Z, Qu X, Hong Z, Xiao J. 2022 International Joint Conference on Neural Networks (IJCNN). Leveraging Causal Inference for Explainable Automatic Program Repair View