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

Digital Health Reviews (1724) Natural Language Processing (917) Electronic Health Records (1319) Artificial Intelligence (2129) Clinical Information and Decision Making (1915) Decision Support for Health Professionals (1539)

Published on in Vol 26 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/55315, first published .
Clinical Decision Support and Natural Language Processing in Medicine: Systematic Literature Review

Clinical Decision Support and Natural Language Processing in Medicine: Systematic Literature Review

Clinical Decision Support and Natural Language Processing in Medicine: Systematic Literature Review

Authors of this article:

Hans Eguia1, 2 Author Orcid Image ;   Carlos Luis Sánchez-Bocanegra2 Author Orcid Image ;   Franco Vinciarelli1, 3 Author Orcid Image ;   Fernando Alvarez-Lopez4 Author Orcid Image ;   Francesc Saigí-Rubió2 Author Orcid Image
Article Authors Cited by (23) Tweetations (1) Metrics

Journals

  1. Atul Ramesh Bharmal . Transforming Healthcare Delivery: AI-Powered Clinical Decision Support Systems. International Journal of Scientific Research in Computer Science, Engineering and Information Technology 2025;11(1):339 View
  2. Sajjadi S, Mohebbi A, Ehsani A, Marashi A, Azhdarimoghaddam A, Karami S, Karimi M, Sadeghi M, Firoozi K, Mohammad Zamani A, Rigi A, Nayebagha M, Asadi Anar M, Eini P, Salehi S, Rostami Ghezeljeh M. Identifying abdominal aortic aneurysm size and presence using Natural Language Processing of radiology reports: a systematic review and meta-analysis. Abdominal Radiology 2025;50(8):3885 View
  3. Abdalgader K, Matroud A, Al-Doboni G. Temporal Dynamics in Short Text Classification: Enhancing Semantic Understanding Through Time-Aware Model. Information 2025;16(3):214 View
  4. Zhu Z, Wang Y, Qi Z, Hu W, Zhang X, Wagner S, Wang Y, Ran A, Ong J, Waisberg E, Masalkhi M, Suh A, Tham Y, Cheung C, Yang X, Yu H, Ge Z, Wang W, Sheng B, Liu Y, Lee A, Denniston A, Wijngaarden P, Keane P, Cheng C, He M, Wong T. Oculomics: Current concepts and evidence. Progress in Retinal and Eye Research 2025;106:101350 View
  5. Hashim W, Thabit R, Barazanchi I, Alrasheedy M, Aljohan A, Park J, Chang B. Optimizing the Clinical Decision Support System (CDSS) by Using Recurrent Neural Network (RNN) Language Models for Real-Time Medical Query Processing. Computers, Materials & Continua 2024;81(3):4787 View
  6. Davalan W, Khalaf R, Diaz R. Reproduction of Original Glioblastoma and Brain Metastasis Research Findings Using Synthetic Data. World Neurosurgery 2025;196:123808 View
  7. Varnado O, Vu M, Kim G, Hoyt M, Buysman E, Nayyar A, Anand S, Viktrup L. Monthly Headaches and Severity in Patients on Galcanezumab or Traditional Preventive Migraine Medication: A 24-Month Claims and Electronic Health Records Study. Neurology and Therapy 2025;14(3):911 View
  8. Lin T, Yi S. EDT-MCFEF: a multi-channel feature fusion model for emergency department triage of medical texts. Frontiers in Public Health 2025;13 View
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  10. Lim E, Cheng N, Lim C. The art of medical synthesis: Where Chinese medical wisdom intersects with artificial intelligence. Journal of Traditional Chinese Medical Sciences 2025 View
  11. Bain A, Ngai D, Bernard P. Clinical Decision Support Systems in Generalist Practice. Medical Clinics of North America 2025 View
  12. Goyal A, Puttaswamy D, Kadam E, Maheshwari S, Hurjkaliani S, Goyal P, Thakkar K, Shah V, Daoud M, Mahalwar G. Telemedicine for the detection and management of in-hospital and out-of-hospital sudden cardiac arrest: Status quo and quo vadis. American Heart Journal Plus: Cardiology Research and Practice 2025;59:100600 View
  13. Izuchukwu C, Wimmer H, Schwind J, Tome J. Patterns and behaviors during the Coronavirus Disease 2019 pandemic in Germany: A natural language processing application. The Open Public Health Journal 2025;18(1) View
  14. Fathi J, Cinciripini P, DePrimo M, Houston T, Kathuria H, Park E, Pua B, Roelke T, Taylor K, Toll B, Zeliadt S, Kazerooni E, Smith R, Ostroff J. The American Cancer Society National Lung Cancer Roundtable strategic plan: Tobacco treatment in the context of lung cancer screening. Cancer 2025;131(18) View
  15. Schulson L, Drainoni M, Austad K. Leveraging Implementation Science to Address Diagnostic Disparities and Promote Equity in Healthcare. The Joint Commission Journal on Quality and Patient Safety 2025;51(12):778 View
  16. Whitford W. Digitalization of Prison Records Supports Artificial Intelligence Application. Journal of Correctional Health Care 2025;31(4):219 View
  17. Adusumalli R, Banala R. Advancements in prenatal diagnostics and the effects of EU regulatory frameworks, including the IVDR and MDR: A systematic review. Egyptian Journal of Medical Human Genetics 2025;26(1) View
  18. Bhandari A, Riaz I, Hariram S, Izaguirre Vallejos C, Gupta S, Sharma K, Palaparthi E, Kyaw P, Reddy Seelam C, Tiwary S, Narayanan P, Imtiaz M, Ali R. AI Tools for Heart Failure Management: A Comprehensive Review of Potential, Pitfalls, and Predictive Analytics. Cureus 2025 View
  19. Chuang Y, Chang R, Cheng Y, Huang S, Yu T, Shu K. Generative-AI Based Health Advisory System for Patients with Chronic Diseases. Mobile Networks and Applications 2025 View
  20. May F, McEwan J, Tuan J, Crespi C, Maehara C, Yang J, Uy A, Gupta S, Kang Y, Myint A, Naini B, Elmore J, Kadiyala S, Ong M, Bui A, Hamilton A, Chang L, Gelvezon A, Hsu W, Bastani R. Increasing timely colonoscopy surveillance for patients with high-risk colorectal polyps: Protocol for a cluster randomized trial. Contemporary Clinical Trials 2026;160:108147 View

Conference Proceedings

  1. Chand R, Rajnish R, Chandra H, Tiwari P, Pradhan P. 2025 12th International Conference on Computing for Sustainable Global Development (INDIACom). AI-Integrated Telemedicine: Redefining Remote Healthcare Delivery with Intelligent Web Solutions View
  2. Abdalager K. 2025 International Conference on INnovations in Intelligent SysTems and Applications (INISTA). Time-Aware Short Text Classification: Capturing Temporal Dynamics View
  3. Chuang Y, Cheng Y, Yu T, Chang R, Chin H, Deng D. 2025 21th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob). Generative-AI Based Health Management System for CKD Patients View