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Transparent chest radiograph foundation model enables explainable human disease profiling.

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Title: Transparent chest radiograph foundation model enables explainable human disease profiling.
Authors: Lin C; Medical Technology Education Center, School of Medicine, College of Medicine, National Defense Medical University, Taipei, Taiwan, R.O.C.; Military Digital Medical Center, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, R.O.C., Chen KC; Medical Technology Education Center, School of Medicine, College of Medicine, National Defense Medical University, Taipei, Taiwan, R.O.C.; Military Digital Medical Center, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, R.O.C., Huang JW; Division of Family Medicine, Department of Family and Community Medicine, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, R.O.C., Fang WH; Division of Family Medicine, Department of Family and Community Medicine, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, R.O.C., Chang WC; Department of Radiology, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, R.O.C., Ko KH; Department of Radiology, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, R.O.C., Hsu YC; Department of Radiology, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, R.O.C., Lin CS; Medical Technology Education Center, School of Medicine, College of Medicine, National Defense Medical University, Taipei, Taiwan, R.O.C.; Military Digital Medical Center, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, R.O.C.; Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, R.O.C., Lin SH; Division of Nephrology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, R.O.C., Tsai DJ; Medical Technology Education Center, School of Medicine, College of Medicine, National Defense Medical University, Taipei, Taiwan, R.O.C.. oo800217@gmail.com.; Military Digital Medical Center, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, R.O.C.. oo800217@gmail.com.
Source: NPJ digital medicine [NPJ Digit Med] 2026 Jul 16. Date of Electronic Publication: 2026 Jul 16.
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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  Data: Transparent chest radiograph foundation model enables explainable human disease profiling.
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  Data: <searchLink fieldCode="AU" term="%22Lin+C%22">Lin C</searchLink>; Medical Technology Education Center, School of Medicine, College of Medicine, National Defense Medical University, Taipei, Taiwan, R.O.C.; Military Digital Medical Center, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, R.O.C.<br /><searchLink fieldCode="AU" term="%22Chen+KC%22">Chen KC</searchLink>; Medical Technology Education Center, School of Medicine, College of Medicine, National Defense Medical University, Taipei, Taiwan, R.O.C.; Military Digital Medical Center, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, R.O.C.<br /><searchLink fieldCode="AU" term="%22Huang+JW%22">Huang JW</searchLink>; Division of Family Medicine, Department of Family and Community Medicine, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, R.O.C.<br /><searchLink fieldCode="AU" term="%22Fang+WH%22">Fang WH</searchLink>; Division of Family Medicine, Department of Family and Community Medicine, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, R.O.C.<br /><searchLink fieldCode="AU" term="%22Chang+WC%22">Chang WC</searchLink>; Department of Radiology, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, R.O.C.<br /><searchLink fieldCode="AU" term="%22Ko+KH%22">Ko KH</searchLink>; Department of Radiology, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, R.O.C.<br /><searchLink fieldCode="AU" term="%22Hsu+YC%22">Hsu YC</searchLink>; Department of Radiology, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, R.O.C.<br /><searchLink fieldCode="AU" term="%22Lin+CS%22">Lin CS</searchLink>; Medical Technology Education Center, School of Medicine, College of Medicine, National Defense Medical University, Taipei, Taiwan, R.O.C.; Military Digital Medical Center, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, R.O.C.; Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, R.O.C.<br /><searchLink fieldCode="AU" term="%22Lin+SH%22">Lin SH</searchLink>; Division of Nephrology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, R.O.C.<br /><searchLink fieldCode="AU" term="%22Tsai+DJ%22">Tsai DJ</searchLink>; Medical Technology Education Center, School of Medicine, College of Medicine, National Defense Medical University, Taipei, Taiwan, R.O.C.. oo800217@gmail.com.; Military Digital Medical Center, Tri-Service General Hospital, National Defense Medical University, Taipei, Taiwan, R.O.C.. oo800217@gmail.com.
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        Value: 10.1038/s41746-026-02990-y
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              Text: 2026 Jul 16
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