Published on in Vol 26 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/64226, first published .
Economics and Equity of Large Language Models: Health Care Perspective

Economics and Equity of Large Language Models: Health Care Perspective

Economics and Equity of Large Language Models: Health Care Perspective

Journals

  1. Sezgin E, Kocaballi A. Era of Generalist Conversational Artificial Intelligence to Support Public Health Communications. Journal of Medical Internet Research 2025;27:e69007 View
  2. Kang D, Wu H, Yuan L, Shen W, Feng J, Zhan J, Grzybowski A, Sun W, Jin K. Evaluating the Efficacy of Large Language Models in Guiding Treatment Decisions for Pediatric Refractive Error. Ophthalmology and Therapy 2025;14(4):705 View
  3. Berry P, Dhanakshirur R, Khanna S. Utilizing large language models for gastroenterology research: a conceptual framework. Therapeutic Advances in Gastroenterology 2025;18 View
  4. Patil A, Serrato P, Cleaver G, Limbania D, See A, Huang K. Employing large language models safely and effectively as a practicing neurosurgeon. Acta Neurochirurgica 2025;167(1) View
  5. Feng Y, Zhou Y, Xu J, Lu X, Gu R, Qiao Z. Integrating generative AI with neurophysiological methods in psychiatric practice. Asian Journal of Psychiatry 2025;108:104499 View
  6. Lee C, Kumar S, Vogt K, Munshi M, Tallapudi P, Vogt A, Awad H, Khan W. Democratizing cost-effective, agentic artificial intelligence to multilingual medical summarization through knowledge distillation. Scientific Reports 2025;15(1) View
  7. Prucker P, Bressem K, Kim S, Weller D, Kader A, Dorfner F, Ziegelmayer S, Graf M, Lemke T, Gassert F, Can E, Meddeb A, Truhn D, Hadamitzky M, Makowski M, Adams L, Busch F. Privacy-Preserving Generation of Structured Lymphoma Progression Reports from Cross-sectional Imaging: A Comparative Analysis of Llama 3.3 and Llama 4. Journal of Imaging Informatics in Medicine 2025 View
  8. Singh R, Kassis G, Sbaih O, Li H, Shahrestani S, Lawton M, Gottfried O, Bydon M, Stone J. Big Data in Neurosurgery: A Guideline on Data Structures, Machine Learning Models, and Ethical Considerations. Operative Neurosurgery 2025 View
  9. Du X, Zhou Z, Wang Y, Chuang Y, Li Y, Yang R, Hong P, Bates D, Zhou L. Performance and improvement strategies for adapting generative large language models for electronic health record applications: A systematic review. International Journal of Medical Informatics 2026;205:106091 View
  10. Nagarajan R, Klotzman V, Kondo M, Godambe S, Gold A, Henderson J, Martel S. Taxonomy Portraits: Deciphering the Hierarchical Relationships of Medical Large Language Models. JMIR Medical Informatics 2025;13:e72918 View
  11. Hu Y, Liu J, Jiang W. Large language models in nephrology: applications and challenges in chronic kidney disease management. Renal Failure 2025;47(1) View
  12. Martikainen M, Smolander K, Sanmark J, Sanmark E. Evaluation of Generative Artificial Intelligence Implementation Impacts in Social and Health Care Language Translation: Mixed Methods Case Study. JMIR Formative Research 2025;9:e73658 View
  13. Wang J, Yang W, Xu K, Ma W. Reform Pathways for Healthcare Institution Management in the Context of National Infectious Disease Surveillance and Pre-Warning Software Systems. Frontiers in Preventive Medicine 2025;1(1) View
  14. Burns M, Chen S, Tsai C, Vandervest J, Pandian B, Nong P, Hanauer D, Rosenberg A, Platt J. Generative AI costs in large healthcare systems, an example in revenue cycle. npj Digital Medicine 2025;8(1) View
  15. Tzanis E, Adams L, Akinci D’Antonoli T, Bressem K, Cuocolo R, Kocak B, Malamateniou C, Klontzas M. Agentic systems in radiology: Principles, opportunities, privacy risks, regulation, and sustainability concerns. Diagnostic and Interventional Imaging 2025 View
  16. Prince Kumar . Agentic ai-driven enterprise architecture: a foundational framework for scalable, secure, and resilient systems. International Journal of Computational and Experimental Science and Engineering 2025;11(4) View
  17. Kouzy R, Cha E, Rosen A, Bitterman D. Review of Large Language Models for Patient and Caregiver Support in Cancer Care Delivery. JCO Clinical Cancer Informatics 2025;(9) View