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Foundations of AI (91) Artificial Intelligence (4564)

Published on in Vol 2 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/40843, first published .
Young woman in lab coat uses computer, searching medical database.

Deep Learning Transformer Models for Building a Comprehensive and Real-time Trauma Observatory: Development and Validation Study

Deep Learning Transformer Models for Building a Comprehensive and Real-time Trauma Observatory: Development and Validation Study

Authors of this article:

Gabrielle Chenais1 Author Orcid Image ;   Cédric Gil-Jardiné1, 2 Author Orcid Image ;   Hélène Touchais1 Author Orcid Image ;   Marta Avalos Fernandez1, 3 Author Orcid Image ;   Benjamin Contrand1 Author Orcid Image ;   Eric Tellier1, 2 Author Orcid Image ;   Xavier Combes2 Author Orcid Image ;   Loick Bourdois1 Author Orcid Image ;   Philippe Revel2 Author Orcid Image ;   Emmanuel Lagarde1 Author Orcid Image
Article Authors Cited by (8) Tweetations (7) Metrics

Journals

  1. Preiksaitis C, Ashenburg N, Bunney G, Chu A, Kabeer R, Riley F, Ribeira R, Rose C. The Role of Large Language Models in Transforming Emergency Medicine: Scoping Review. JMIR Medical Informatics 2024;12:e53787 View
  2. Akyon S, Akyon F, Camyar A, Hızlı F, Sari T, Hızlı Ş. Evaluating the Capabilities of Generative AI Tools in Understanding Medical Papers: Qualitative Study. JMIR Medical Informatics 2024;12:e59258 View
  3. Dorémus O, Russon D, Contrand B, Guerra-Adames A, Avalos-Fernandez M, Gil-Jardiné C, Lagarde E. Harnessing Moderate-Sized Language Models for Reliable Patient Data Deidentification in Emergency Department Records: Algorithm Development, Validation, and Implementation Study. JMIR AI 2025;4:e57828 View
  4. Chen K, Ao M, Moon S, Burns G, Zhu Q. Machine learning-based identification of natural history studies in rare diseases: a step toward understanding disease development and outcome. Journal of Rare Diseases 2025;4(1) View

Conference Proceedings

  1. Gahane S, Verma P. INTERNATIONAL CONFERENCE ON INTELLIGENT TECHNOLOGIES FOR SUSTAINABLE ENERGY MANAGEMENT AND CONTROL 2023: ITSEMC2023. The research study on intelligent system for electronic health record that handles interpretation of child patient records View
  2. Gahane S, Verma P. INTERNATIONAL CONFERENCE ON EMERGING MATERIALS, SMART MANUFACTURING, AND COMPUTATIONAL INTELLIGENCE. A review on intelligent information systems for handling electronic child patient health records View
  3. Keya M, Mahnoor F, Blazanovic D, Hasan M, Dai R, Wang S. 2025 IEEE International Conference on Data Mining Workshops (ICDMW). Two-Stage Hierarchical Medical Text Classification Using Bio_ClinicalBERT View
  4. S S, S R, Sivakumar K. 2026 International Conference on Computing Theory and Wireless Communications (ICCTWC). Integration of TrOCR, Deep Neural Networks, T5 Summarization, and Distilbert for Intelligent Medical Report Analysis, Disease Prediction, and Specialist Recommendation View