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Application of deep learning strategies in the standardization and diagnostic efficiency enhancement of chest X-ray imaging.

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Title: Application of deep learning strategies in the standardization and diagnostic efficiency enhancement of chest X-ray imaging.
Authors: Wang YC; Department of Radiology, Cathay General Hospital, No. 280, Sec. 4, Ren'ai Rd. Da'an Dist, Taipei City, 106438, Taiwan (R.O.C.).; Department of Medicine, Fu Jen Catholic University, New Taipei, Taiwan., Chen WC; Nursing and Management, MacKay Junior College of Medicine, New Taipei, Taiwan., Lin KP; Department of Electrical Engineering, Chung Yuan Christian University, Taoyuan, Taiwan., Lin SP; Department of Radiology, Cathay General Hospital, No. 280, Sec. 4, Ren'ai Rd. Da'an Dist, Taipei City, 106438, Taiwan (R.O.C.)., Tseng WC; Department of Radiology, Cathay General Hospital, No. 280, Sec. 4, Ren'ai Rd. Da'an Dist, Taipei City, 106438, Taiwan (R.O.C.). xray@cgh.org.tw.; Department of Electrical Engineering, Chung Yuan Christian University, Taoyuan, Taiwan. xray@cgh.org.tw.
Source: BMC medical imaging [BMC Med Imaging] 2026 Mar 18; Vol. 26 (1). Date of Electronic Publication: 2026 Mar 18.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968553 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2342 (Electronic) Linking ISSN: 14712342 NLM ISO Abbreviation: BMC Med Imaging Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Wang+YC%22">Wang YC</searchLink>; Department of Radiology, Cathay General Hospital, No. 280, Sec. 4, Ren'ai Rd. Da'an Dist, Taipei City, 106438, Taiwan (R.O.C.).; Department of Medicine, Fu Jen Catholic University, New Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+WC%22">Chen WC</searchLink>; Nursing and Management, MacKay Junior College of Medicine, New Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+KP%22">Lin KP</searchLink>; Department of Electrical Engineering, Chung Yuan Christian University, Taoyuan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+SP%22">Lin SP</searchLink>; Department of Radiology, Cathay General Hospital, No. 280, Sec. 4, Ren'ai Rd. Da'an Dist, Taipei City, 106438, Taiwan (R.O.C.).<br /><searchLink fieldCode="AU" term="%22Tseng+WC%22">Tseng WC</searchLink>; Department of Radiology, Cathay General Hospital, No. 280, Sec. 4, Ren'ai Rd. Da'an Dist, Taipei City, 106438, Taiwan (R.O.C.). xray@cgh.org.tw.; Department of Electrical Engineering, Chung Yuan Christian University, Taoyuan, Taiwan. xray@cgh.org.tw.
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  Data: <searchLink fieldCode="JN" term="%22100968553%22">BMC medical imaging</searchLink> [BMC Med Imaging] 2026 Mar 18; Vol. 26 (1). <i>Date of Electronic Publication: </i>2026 Mar 18.
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        Value: 10.1186/s12880-026-02278-3
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              Text: 2026 Mar 18
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