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

Natural Language Processing (855) Artificial Intelligence (1960) Electronic Health Records (1255) Clinical Informatics (1239) Clinical Information and Decision Making (1785) Machine Learning (1928)

Published on in Vol 9, No 9 (2021): September

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/30223, first published .
Automatic Classification of Thyroid Findings Using Static and Contextualized Ensemble Natural Language Processing Systems: Development Study

Automatic Classification of Thyroid Findings Using Static and Contextualized Ensemble Natural Language Processing Systems: Development Study

Automatic Classification of Thyroid Findings Using Static and Contextualized Ensemble Natural Language Processing Systems: Development Study

Authors of this article:

Dongyup Shin1 Author Orcid Image ;   Hye Jin Kam2 Author Orcid Image ;   Min-Seok Jeon3 Author Orcid Image ;   Ha Young Kim1 Author Orcid Image
Article Authors Cited by (8) Tweetations (3) Metrics

Journals

  1. Yang D, Kim B, Lee S, Ahn Y, Kim H. AutoDefect: Defect text classification in residential buildings using a multi-task channel attention network. Sustainable Cities and Society 2022;80:103803 View
  2. Cho A, Min I, Hong S, Chung H, Lee H, Kim J. Effect of Applying a Real-Time Medical Record Input Assistance System With Voice Artificial Intelligence on Triage Task Performance in the Emergency Department: Prospective Interventional Study. JMIR Medical Informatics 2022;10(8):e39892 View
  3. Sauvayre R, Vernier J, Chauvière C. An Analysis of French-Language Tweets About COVID-19 Vaccines: Supervised Learning Approach. JMIR Medical Informatics 2022;10(5):e37831 View
  4. Besharati Moghaddam F, Lopez A, De Vuyst S, Gautama S. Natural Language Processing in Knowledge-Based Support for Operator Assistance. Applied Sciences 2024;14(7):2766 View
  5. Chen Y, Zhang C, Bai R, Sun T, Ding W, Wang R. A review of medical text analysis: Theory and practice. Information Fusion 2025;119:103024 View
  6. Seo J, Park S, Kim Y, Kim J, Kim K, Yoon Y. Artificial intelligence for severity triage based on conversations in an emergency department in Korea. Scientific Reports 2025;15(1) View
  7. Liang E, Pei S, Staibano P, van der Woerd B. Clinical applications of large language models in medicine and surgery: A scoping review. Journal of International Medical Research 2025;53(7) View

Conference Proceedings

  1. Harris S, Liu J, Hadi H, Cao Y. 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom). Ax-to-Grind Urdu: Benchmark Dataset for Urdu Fake News Detection View