A foundation model for human-AI collaboration in medical literature mining.

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Title: A foundation model for human-AI collaboration in medical literature mining.
Authors: Wang Z; Keiji AI, Seattle, WA, USA. zifeng@keiji.ai., Cao L; School of Computing and Data Science, University of Illinois Urbana-Champaign, Urbana, IL, USA., Jin Q; Division of Intramural Research, National Library of Medicine, National Institutes of Health, Bethesda, MD, USA., Chan J; Division of Intramural Research, National Library of Medicine, National Institutes of Health, Bethesda, MD, USA., Wan N; Division of Intramural Research, National Library of Medicine, National Institutes of Health, Bethesda, MD, USA., Afzali B; Kidney Diseases Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, USA., Cho HJ; Center for Advanced Medical Computing and Analysis, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA., Choi CI; Center for Advanced Medical Computing and Analysis, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA., Emamverdi M; National Eye Institute, National Institutes of Health, Bethesda, MD, USA., Gill MK; Department of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA., Kim SH; Center for Advanced Medical Computing and Analysis, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.; Division of Pulmonary and Critical Care Medicine, Department of Medicine, Chungbuk National University Hospital, Chungbuk National University College of Medicine, Cheongju, Republic of Korea., Li Y; Department of Medicine, University of Pittsburgh Medical Center, Pittsburgh, PA, USA., Liu Y; Department of Medicine, Weill Cornell Medicine, New York, NY, USA., Luo Y; Division of Rheumatology, Department of Medicine, Columbia University Irving Medical Center, New York, NY, USA., Ong H; Department of Radiology, Weill Cornell Medicine, New York, NY, USA., Rousseau JF; Department of Neurology, UT Southwestern Medical Center, Dallas, TX, USA.; Clinical Informatics Center, University of Texas Southwestern Medical Center, Dallas, USA., Sheikh I; Department of Neurology, UT Southwestern Medical Center, Dallas, TX, USA., Wei JJ; Department of Dermatology, University of Washington, Seattle, WA, USA., Xu Z; Department of Dermatology, NYU Langone Health, New York, NY, USA., Zallek CM; OSF HealthCare Illinois Neurological Institute, Peoria, IL, USA., Kim K; Center for Advanced Medical Computing and Analysis, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA., Peng Y; Department of Radiology, Weill Cornell Medicine, New York, NY, USA.; Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, USA.; Institute of Artificial Intelligence for Digital Health, Weill Cornell Medicine, New York, USA., Lu Z; Division of Intramural Research, National Library of Medicine, National Institutes of Health, Bethesda, MD, USA., Sun J; Keiji AI, Seattle, WA, USA. jimeng@illinois.edu.; School of Computing and Data Science, University of Illinois Urbana-Champaign, Urbana, IL, USA. jimeng@illinois.edu.; Carle Illinois College of Medicine, University of Illinois Urbana-Champaign, Urbana, IL, USA. jimeng@illinois.edu.
Source: Nature communications [Nat Commun] 2025 Sep 24; Vol. 16 (1), pp. 8361. Date of Electronic Publication: 2025 Sep 24.
Publication Type: Journal Article
Journal Info: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Wang+Z%22">Wang Z</searchLink>; Keiji AI, Seattle, WA, USA. zifeng@keiji.ai.<br /><searchLink fieldCode="AU" term="%22Cao+L%22">Cao L</searchLink>; School of Computing and Data Science, University of Illinois Urbana-Champaign, Urbana, IL, USA.<br /><searchLink fieldCode="AU" term="%22Jin+Q%22">Jin Q</searchLink>; Division of Intramural Research, National Library of Medicine, National Institutes of Health, Bethesda, MD, USA.<br /><searchLink fieldCode="AU" term="%22Chan+J%22">Chan J</searchLink>; Division of Intramural Research, National Library of Medicine, National Institutes of Health, Bethesda, MD, USA.<br /><searchLink fieldCode="AU" term="%22Wan+N%22">Wan N</searchLink>; Division of Intramural Research, National Library of Medicine, National Institutes of Health, Bethesda, MD, USA.<br /><searchLink fieldCode="AU" term="%22Afzali+B%22">Afzali B</searchLink>; Kidney Diseases Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, USA.<br /><searchLink fieldCode="AU" term="%22Cho+HJ%22">Cho HJ</searchLink>; Center for Advanced Medical Computing and Analysis, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Choi+CI%22">Choi CI</searchLink>; Center for Advanced Medical Computing and Analysis, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Emamverdi+M%22">Emamverdi M</searchLink>; National Eye Institute, National Institutes of Health, Bethesda, MD, USA.<br /><searchLink fieldCode="AU" term="%22Gill+MK%22">Gill MK</searchLink>; Department of Ophthalmology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.<br /><searchLink fieldCode="AU" term="%22Kim+SH%22">Kim SH</searchLink>; Center for Advanced Medical Computing and Analysis, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.; Division of Pulmonary and Critical Care Medicine, Department of Medicine, Chungbuk National University Hospital, Chungbuk National University College of Medicine, Cheongju, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Li+Y%22">Li Y</searchLink>; Department of Medicine, University of Pittsburgh Medical Center, Pittsburgh, PA, USA.<br /><searchLink fieldCode="AU" term="%22Liu+Y%22">Liu Y</searchLink>; Department of Medicine, Weill Cornell Medicine, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Luo+Y%22">Luo Y</searchLink>; Division of Rheumatology, Department of Medicine, Columbia University Irving Medical Center, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Ong+H%22">Ong H</searchLink>; Department of Radiology, Weill Cornell Medicine, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Rousseau+JF%22">Rousseau JF</searchLink>; Department of Neurology, UT Southwestern Medical Center, Dallas, TX, USA.; Clinical Informatics Center, University of Texas Southwestern Medical Center, Dallas, USA.<br /><searchLink fieldCode="AU" term="%22Sheikh+I%22">Sheikh I</searchLink>; Department of Neurology, UT Southwestern Medical Center, Dallas, TX, USA.<br /><searchLink fieldCode="AU" term="%22Wei+JJ%22">Wei JJ</searchLink>; Department of Dermatology, University of Washington, Seattle, WA, USA.<br /><searchLink fieldCode="AU" term="%22Xu+Z%22">Xu Z</searchLink>; Department of Dermatology, NYU Langone Health, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Zallek+CM%22">Zallek CM</searchLink>; OSF HealthCare Illinois Neurological Institute, Peoria, IL, USA.<br /><searchLink fieldCode="AU" term="%22Kim+K%22">Kim K</searchLink>; Center for Advanced Medical Computing and Analysis, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Peng+Y%22">Peng Y</searchLink>; Department of Radiology, Weill Cornell Medicine, New York, NY, USA.; Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, USA.; Institute of Artificial Intelligence for Digital Health, Weill Cornell Medicine, New York, USA.<br /><searchLink fieldCode="AU" term="%22Lu+Z%22">Lu Z</searchLink>; Division of Intramural Research, National Library of Medicine, National Institutes of Health, Bethesda, MD, USA.<br /><searchLink fieldCode="AU" term="%22Sun+J%22">Sun J</searchLink>; Keiji AI, Seattle, WA, USA. jimeng@illinois.edu.; School of Computing and Data Science, University of Illinois Urbana-Champaign, Urbana, IL, USA. jimeng@illinois.edu.; Carle Illinois College of Medicine, University of Illinois Urbana-Champaign, Urbana, IL, USA. jimeng@illinois.edu.
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