Sequential multi-site fine-tuning for incremental deployment of large language models for mobility functional status extraction.
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| Title: | Sequential multi-site fine-tuning for incremental deployment of large language models for mobility functional status extraction. |
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| Authors: | Liu X; Department of AI and Informatics, Mayo Clinic, Rochester, MN 55905, United States., Garg M; Department of AI and Informatics, Mayo Clinic, Rochester, MN 55905, United States., Jeon E; Department of AI and Informatics, Mayo Clinic, Rochester, MN 55905, United States., Jia H; Department of AI and Informatics, Mayo Clinic, Rochester, MN 55905, United States., Crowson CS; Division of Rheumatology, Mayo Clinic, Rochester, MN 55905, United States.; Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN 55905, United States., Sauver JS; Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN 55905, United States., Pagali SR; Department of Medicine, Mayo Clinic, Rochester, MN 55905, United States., Sohn S; Department of AI and Informatics, Mayo Clinic, Rochester, MN 55905, United States. |
| Source: | JAMIA open [JAMIA Open] 2026 Jul 20; Vol. 9 (4), pp. ooag139. Date of Electronic Publication: 2026 Jul 20 (Print Publication: 2026). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Oxford University Press on behalf of the American Medical Informatics Association Country of Publication: United States NLM ID: 101730643 Publication Model: eCollection Cited Medium: Internet ISSN: 2574-2531 (Electronic) Linking ISSN: 25742531 NLM ISO Abbreviation: JAMIA Open Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
| ISSN: | 2574-2531 |
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| DOI: | 10.1093/jamiaopen/ooag139 |
