This paper is in the following e-collection/theme issue:

Formative Evaluation of Digital Health Interventions (2486) Machine Learning (1498) Natural Language Processing (704) Cost-Effectiveness and Economics (259) Safety and Error Prevention in Health (206) Artificial Intelligence in Surgery and Perioperative Medicine (27) New and Emerging Methods and Tools in Surgery and Anaesthesiology (42)

Published on in Vol 5, No 5 (2021): May

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/22461, first published .
Neural Machine Translation–Based Automated Current Procedural Terminology Classification System Using Procedure Text: Development and Validation Study

Neural Machine Translation–Based Automated Current Procedural Terminology Classification System Using Procedure Text: Development and Validation Study

Neural Machine Translation–Based Automated Current Procedural Terminology Classification System Using Procedure Text: Development and Validation Study

Authors of this article:

Hyeon Joo1, 2 Author Orcid Image ;   Michael Burns2 Author Orcid Image ;   Sai Saradha Kalidaikurichi Lakshmanan2 Author Orcid Image ;   Yaokun Hu2 Author Orcid Image ;   V G Vinod Vydiswaran1, 3 Author Orcid Image
Article Authors Cited by (7) Tweetations (4) Metrics

Journals

  1. Levy J, Vattikonda N, Haudenschild C, Christensen B, Vaickus L. Comparison of machine-learning algorithms for the prediction of Current Procedural Terminology (CPT) codes from pathology reports. Journal of Pathology Informatics 2022;13:100165 View
  2. Mellinghoff S, Bruns C, Al-Monajjed R, Cornely F, Grosheva M, Hampl J, Jakob C, Koehler F, Lechmann M, Maged B, Otto-Lambertz C, Rongisch R, Rutz J, Salmanton-Garcia J, Schlachtenberger G, Stemler J, Vehreschild J, Wülfing S, Cornely O, Liss B. Harmonized procedure coding system for surgical procedures and analysis of surgical site infections (SSI) of five European countries. BMC Medical Research Methodology 2022;22(1) View
  3. Greenburg J, Lu Y, Lu S, Kamau U, Hamilton R, Pettus J, Preum S, Vaickus L, Levy J. Development of an interactive web dashboard to facilitate the reexamination of pathology reports for instances of underbilling of CPT codes. Journal of Pathology Informatics 2023;14:100187 View
  4. Zappatore M, Ruggieri G. Adopting machine translation in the healthcare sector: A methodological multi-criteria review. Computer Speech & Language 2024;84:101582 View
  5. Khodadadi A, Ghanbari Bousejin N, Molaei S, Kumar Chauhan V, Zhu T, Clifton D. Improving Diagnostics with Deep Forest Applied to Electronic Health Records. Sensors 2023;23(14):6571 View
  6. Morey J, Winters R, Jones D. Artificial Intelligence to Predict Billing Code Levels of Emergency Department Encounters. Annals of Emergency Medicine 2024 View

Books/Policy Documents

  1. Vaishnavi S, Ramesh D. Proceedings of the 5th International Conference on Data Science, Machine Learning and Applications; Volume 1. View