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

Theme Issue 2020:National NLP Clinical Challenges/Open Health Natural Language Processing 2019 Challenge Selected Papers (17) Natural Language Processing (692)

Published on in Vol 9, No 2 (2021): February

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/22795, first published .
Adapting Bidirectional Encoder Representations from Transformers (BERT) to Assess Clinical Semantic Textual Similarity: Algorithm Development and Validation Study

Adapting Bidirectional Encoder Representations from Transformers (BERT) to Assess Clinical Semantic Textual Similarity: Algorithm Development and Validation Study

Adapting Bidirectional Encoder Representations from Transformers (BERT) to Assess Clinical Semantic Textual Similarity: Algorithm Development and Validation Study

Authors of this article:

Klaus Kades1, 2 Author Orcid Image ;   Jan Sellner1, 3 Author Orcid Image ;   Gregor Koehler1 Author Orcid Image ;   Peter M Full1, 4 Author Orcid Image ;   T Y Emmy Lai1, 5 Author Orcid Image ;   Jens Kleesiek1, 2, 3, 6 Author Orcid Image ;   Klaus H Maier-Hein1, 2, 3, 4 Author Orcid Image
Article Authors Cited by (14) Tweetations (4) Metrics

Journals

  1. Kawazoe Y, Shimamoto K, Shibata D, Shinohara E, Kawaguchi H, Yamamoto T. Impact of a Clinical Text–Based Fall Prediction Model on Preventing Extended Hospital Stays for Elderly Inpatients: Model Development and Performance Evaluation. JMIR Medical Informatics 2022;10(7):e37913 View
  2. Chen P, Chen L, Lin Y, Li G, Lai F, Lu C, Yang C, Chen K, Lin T. Predicting Postoperative Mortality With Deep Neural Networks and Natural Language Processing: Model Development and Validation. JMIR Medical Informatics 2022;10(5):e38241 View
  3. Dupuy-Zini A, Audeh B, Gérardin C, Duclos C, Gagneux-Brunon A, Bousquet C. Users’ Reactions to Announced Vaccines Against COVID-19 Before Marketing in France: Analysis of Twitter Posts. Journal of Medical Internet Research 2023;25:e37237 View
  4. Balamurugan R, Mohite S, Raja S. Protein Sequence Classification Using Bidirectional Encoder Representations from Transformers (BERT) Approach. SN Computer Science 2023;4(5) View
  5. Gala D, Makaryus A. The Utility of Language Models in Cardiology: A Narrative Review of the Benefits and Concerns of ChatGPT-4. International Journal of Environmental Research and Public Health 2023;20(15):6438 View
  6. Unger S, Raak C, Ostermann T. Reliability and Performance of the Online Literature Database CAMbase after Changing from a Semantic Search to a Score Ranking Algorithm. SN Computer Science 2023;4(5) View
  7. Sageshima J, Than P, Goussous N, Mineyev N, Perez R. Prediction of High-Risk Donors for Kidney Discard and Nonrecovery Using Structured Donor Characteristics and Unstructured Donor Narratives. JAMA Surgery 2024;159(1):60 View
  8. Mpia H, Mburu L, Mwendia S. CoBERT: A Contextual BERT model for recommending employability profiles of information technology students in unstable developing countries. Engineering Applications of Artificial Intelligence 2023;125:106728 View
  9. Dong W, Da Roza C, Cheng D, Zhang D, Xiang Y, Seto W, Wong W. Development and validation of HBV surveillance models using big data and machine learning. Annals of Medicine 2024;56(1) View
  10. Lyu D, Wang X, Chen Y, Wang F. Language model and its interpretability in biomedicine: A scoping review. iScience 2024;27(4):109334 View
  11. Saeed S, Rajput Q, Haider S. SUMEX: A hybrid framework for Semantic textUal siMilarity and EXplanation generation. Information Processing & Management 2024;61(5):103771 View