Iterative refinement and goal articulation to optimize large language models for clinical information extraction.
| Published in: | NPJ Digital Medicine Vol. 8; no. 1; pp. 1 - 14 |
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| Main Authors: | , , , , , , , , , , , , |
| Format: | algorithm computer program research tables/charts Journal Article |
| Published: |
Springer Nature
5/23/2025
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| Online Access: | View this record in EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=185425951&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 185425951 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 23986352 LQV4 jtl: NPJ Digital Medicine issn: 23986352 maglogo: N pubinfo: dt: 5/23/2025 vid: 8 iid: 1 pid: 237 pub: Springer Nature place: New York, New York artinfo: ui: 185425951 185425951 185425951 10.1038/s41746-025-01686-z 185425951 ppf: 1 ppct: 13 formats: tig: atl: Iterative refinement and goal articulation to optimize large language models for clinical information extraction. aug: au: Hein, David Christie, Alana Holcomb, Michael Xie, Bingqing Jain, AJ Vento, Joseph Rakheja, Neil Shakur, Ameer Hamza Christley, Scott Cowell, Lindsay G. Brugarolas, James Jamieson, Andrew R. Kapur, Payal affil: https://ror.org/05byvp690 Lyda Hill Department of Bioinformatics, University of Texas Southwestern Medical Center, Dallas, Texas, USA sug: subj: Natural Language Processing Health Information Management Information Retrieval Human Medical Records Kidney Neoplasms Physiopathology Diffusion of Innovation Artificial Intelligence, Generative Machine Learning Ontologies Neoplasm Metastasis Prostatic Neoplasms Breast Neoplasms Multidisciplinary Care Team Collaboration Sensitivity and Specificity Concept Mapping Carcinoma, Renal Cell Information Storage Workflow Nomenclature Internal Consistency Criterion-Related Validity pubtype: Academic Journal doctype: algorithm computer program research tables/charts Journal Article ougenre: Article ab: language: English refInfo: holdings: @attributes: islocal: N |
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