Cited In for PMID: 39541580

Year	Number of Results
2024	1
2025	10
2026	3

1

Economics and Equity of Large Language Models: Health Care Perspective.

Nagarajan R, Kondo M, Salas F, Sezgin E, Yao Y, Klotzman V, Godambe SA, Khan N, Limon A, Stephenson G, Taraman S, Walton N, Ehwerhemuepha L, Pandit J, Pandita D, Weiss M, Golden C, Gold A, Henderson J, Shippy A, Celi LA, Hogan WR, Oermann EK, Sanger T, Martel S. Nagarajan R, et al. J Med Internet Res. 2024 Nov 14;26:e64226. doi: 10.2196/64226. J Med Internet Res. 2024. PMID: 39541580 Free PMC article.

2

Artificial Intelligence For 6P Medicine: Consolidating AI Needs of Predictive, Preventive, Personalized, Participatory, Precision, and Public Health Trajectories.

Khalifa A, Hussein R. Khalifa A, et al. J Med Syst. 2026 Apr 18;50(1):56. doi: 10.1007/s10916-026-02391-4. J Med Syst. 2026. PMID: 41999547 Review. No abstract available.

3

Efficient Retrieval and Summarization of Nursing Policies and Procedures with Conversational AI on the Edge-Cloud Continuum.

Nagarajan R, Hayakawa J, Patterson M, Martel S. Nagarajan R, et al. J Med Syst. 2026 Apr 2;50(1):44. doi: 10.1007/s10916-026-02371-8. J Med Syst. 2026. PMID: 41925891 No abstract available.

4

Taxonomy Portraits: Deciphering the Hierarchical Relationships of Medical Large Language Models.

Nagarajan R, Klotzman V, Kondo M, Godambe S, Gold A, Henderson J, Martel S. Nagarajan R, et al. JMIR Med Inform. 2025 Oct 7;13:e72918. doi: 10.2196/72918. JMIR Med Inform. 2025. PMID: 41060040 Free PMC article.

5

Generative AI costs in large healthcare systems, an example in revenue cycle.

Burns ML, Chen SY, Tsai CA, Vandervest J, Pandian B, Nong P, Hanauer DA, Rosenberg A, Platt J. Burns ML, et al. NPJ Digit Med. 2025 Sep 30;8(1):579. doi: 10.1038/s41746-025-01971-x. NPJ Digit Med. 2025. PMID: 41028226 Free PMC article.

6

Evaluation of Generative Artificial Intelligence Implementation Impacts in Social and Health Care Language Translation: Mixed Methods Case Study.

Martikainen M, Smolander K, Sanmark J, Sanmark E. Martikainen M, et al. JMIR Form Res. 2025 Sep 17;9:e73658. doi: 10.2196/73658. JMIR Form Res. 2025. PMID: 40961386 Free PMC article.

7

Large language models in nephrology: applications and challenges in chronic kidney disease management.

Hu Y, Liu J, Jiang W. Hu Y, et al. Ren Fail. 2025 Dec;47(1):2555686. doi: 10.1080/0886022X.2025.2555686. Epub 2025 Sep 7. Ren Fail. 2025. PMID: 40916423 Free PMC article. Review.

8

Performance and improvement strategies for adapting generative large language models for electronic health record applications: A systematic review.

Du X, Zhou Z, Wang Y, Chuang YW, Li Y, Yang R, Hong P, Bates DW, Zhou L. Du X, et al. Int J Med Inform. 2026 Jan;205:106091. doi: 10.1016/j.ijmedinf.2025.106091. Epub 2025 Aug 28. Int J Med Inform. 2026. PMID: 40885071

9

Democratizing cost-effective, agentic artificial intelligence to multilingual medical summarization through knowledge distillation.

Lee C, Kumar S, Vogt KA, Munshi M, Tallapudi P, Vogt A, Awad H, Khan W. Lee C, et al. Sci Rep. 2025 Jul 29;15(1):27619. doi: 10.1038/s41598-025-10451-x. Sci Rep. 2025. PMID: 40730812 Free PMC article.

10

Employing large language models safely and effectively as a practicing neurosurgeon.

Patil A, Serrato P, Cleaver G, Limbania D, See AP, Huang KT. Patil A, et al. Acta Neurochir (Wien). 2025 Apr 9;167(1):101. doi: 10.1007/s00701-025-06515-6. Acta Neurochir (Wien). 2025. PMID: 40202682 Free PMC article. Review.

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