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A new AI assisted approach aligns data standards and accelerates interoperability in biomedical research.

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Title: A new AI assisted approach aligns data standards and accelerates interoperability in biomedical research.
Authors: Long RA; Center for Alzheimer's and Related Dementias, National Institute on Aging, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA.; DataTecnica LLC, Washington, DC, USA., Ballard S; Center for Alzheimer's and Related Dementias, National Institute on Aging, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA.; DataTecnica LLC, Washington, DC, USA., Shah S; Center for Alzheimer's and Related Dementias, National Institute on Aging, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA.; DataTecnica LLC, Washington, DC, USA., Bianchi O; Center for Alzheimer's and Related Dementias, National Institute on Aging, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA.; DataTecnica LLC, Washington, DC, USA., Jones L; Center for Alzheimer's and Related Dementias, National Institute on Aging, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA.; DataTecnica LLC, Washington, DC, USA., Koretsky MJ; Center for Alzheimer's and Related Dementias, National Institute on Aging, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA.; DataTecnica LLC, Washington, DC, USA., Kuznetsov N; Center for Alzheimer's and Related Dementias, National Institute on Aging, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA.; DataTecnica LLC, Washington, DC, USA., Marsan E; Center for Alzheimer's and Related Dementias, National Institute on Aging, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA., Jen B; Office of Intramural Research, Office of the Director, National Institutes of Health, Bethesda, MD, USA., Chiang P; Office of Intramural Research, Office of the Director, National Institutes of Health, Bethesda, MD, USA., Mukherjee A; Office of Intramural Research, Office of the Director, National Institutes of Health, Bethesda, MD, USA., Blauwendraat C; Coalition for Aligning Sciences, Washington, DC, USA., Leonard H; Center for Alzheimer's and Related Dementias, National Institute on Aging, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA.; DataTecnica LLC, Washington, DC, USA., Vitale D; Center for Alzheimer's and Related Dementias, National Institute on Aging, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA.; DataTecnica LLC, Washington, DC, USA., Levine K; Center for Alzheimer's and Related Dementias, National Institute on Aging, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA.; DataTecnica LLC, Washington, DC, USA., Bandres-Ciga S; Center for Alzheimer's and Related Dementias, National Institute on Aging, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA., Jarreau P; Center for Alzheimer's and Related Dementias, National Institute on Aging, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA., Brannelly P; 10,000 Brains Project., Oakland, CA, USA., Phatak M; 10,000 Brains Project., Oakland, CA, USA., Pantazis C; Center for Alzheimer's and Related Dementias, National Institute on Aging, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA., Screven L; Center for Alzheimer's and Related Dementias, National Institute on Aging, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA., Andersh K; Center for Alzheimer's and Related Dementias, National Institute on Aging, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA., Kapasi A; Rush University Medical Center, Chicago, IL, USA., Crary JF; Departments of Pathology, Neuroscience, and Artificial Intelligence & Human Health, Neuropathology Brain Bank & Research CoRE, Ronald M. Loeb Center for Alzheimer's Disease, Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA., Gutman D; Emory University, Atlanta, GA, USA., Dugger BN; University of California - Davis, Sacramento, CA, USA., Biber S; University of Washington, Seattle, WA, USA., Hohman T; Vanderbilt University, Nashville, TN, USA., Faghri F; Center for Alzheimer's and Related Dementias, National Institute on Aging, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA.; DataTecnica LLC, Washington, DC, USA., Griswold M; The MIND Center, Jackson, MS, USA., Sargent L; Center for Alzheimer's and Related Dementias, National Institute on Aging, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA.; Virginia Commonwealth University, Richmond, VA, USA., Keuren-Jensen KV; Center for Alzheimer's and Related Dementias, National Institute on Aging, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA., Singleton AB; Center for Alzheimer's and Related Dementias, National Institute on Aging, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA., Fann Y; Office of Intramural Research, Office of the Director, National Institutes of Health, Bethesda, MD, USA., Nalls MA; Center for Alzheimer's and Related Dementias, National Institute on Aging, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA. nallsm@nih.gov.; DataTecnica LLC, Washington, DC, USA. nallsm@nih.gov., Iwaki H; Center for Alzheimer's and Related Dementias, National Institute on Aging, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA. hirotaka.iwaki@nih.gov.; DataTecnica LLC, Washington, DC, USA. hirotaka.iwaki@nih.gov.
Source: NPJ digital medicine [NPJ Digit Med] 2026 Jun 12. Date of Electronic Publication: 2026 Jun 12.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101731738 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2398-6352 (Electronic) Linking ISSN: 23986352 NLM ISO Abbreviation: NPJ Digit Med
Database: MEDLINE Ultimate
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Rush University Medical Center, Chicago, IL, USA.<br /><searchLink fieldCode="AU" term="%22Crary+JF%22">Crary JF</searchLink>; Departments of Pathology, Neuroscience, and Artificial Intelligence & Human Health, Neuropathology Brain Bank & Research CoRE, Ronald M. 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