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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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Bibliographic Details
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
Description
ISSN:1471-2342
DOI:10.1186/s12880-026-02278-3