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Design Rules for Robust Coronary Artery Segmentation: A Systematic Analysis of Dataset Size, Windowing, Architectures, and Vessel Geometry.

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Title: Design Rules for Robust Coronary Artery Segmentation: A Systematic Analysis of Dataset Size, Windowing, Architectures, and Vessel Geometry.
Authors: Hung MH; Department of Medical Imaging, National Taiwan University Hospital, National Taiwan University College of Medicine, 7 Chung-Shan South Road, Taipei, 100, Taiwan., Chiang YW; Department of Medical Imaging, National Taiwan University Hospital, National Taiwan University College of Medicine, 7 Chung-Shan South Road, Taipei, 100, Taiwan., Liu HY; Department of Medical Imaging, National Taiwan University Hospital, National Taiwan University College of Medicine, 7 Chung-Shan South Road, Taipei, 100, Taiwan., Chu HH; Department of Medical Imaging, National Taiwan University Hospital, National Taiwan University College of Medicine, 7 Chung-Shan South Road, Taipei, 100, Taiwan., Huang YS; Department of Medical Imaging, National Taiwan University Hospital, National Taiwan University College of Medicine, 7 Chung-Shan South Road, Taipei, 100, Taiwan., Chiang PY; Department of Medical Imaging, National Taiwan University Hospital, National Taiwan University College of Medicine, 7 Chung-Shan South Road, Taipei, 100, Taiwan., Chen HM; Department of Medical Imaging, National Taiwan University Hospital, National Taiwan University College of Medicine, 7 Chung-Shan South Road, Taipei, 100, Taiwan., Wang TD; Division of Cardiology, Department of Medicine, National Taiwan University Hospital, National Taiwan University College of Medicine, Taipei, Taiwan., Chen SJ; Department of Medical Imaging, National Taiwan University Hospital, National Taiwan University College of Medicine, 7 Chung-Shan South Road, Taipei, 100, Taiwan., Lee WJ; Department of Medical Imaging, National Taiwan University Hospital, National Taiwan University College of Medicine, 7 Chung-Shan South Road, Taipei, 100, Taiwan. wenjeng@gmail.com.; Department of Radiology, National Taiwan University, Taipei, Taiwan. wenjeng@gmail.com.
Source: Annals of biomedical engineering [Ann Biomed Eng] 2026 May; Vol. 54 (5), pp. 1275-1286. Date of Electronic Publication: 2026 Jan 09.
Publication Type: Journal Article
Journal Info: Publisher: Springer Science + Business Media Country of Publication: United States NLM ID: 0361512 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1573-9686 (Electronic) Linking ISSN: 00906964 NLM ISO Abbreviation: Ann Biomed Eng Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Design Rules for Robust Coronary Artery Segmentation: A Systematic Analysis of Dataset Size, Windowing, Architectures, and Vessel Geometry.
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  Data: <searchLink fieldCode="AU" term="%22Hung+MH%22">Hung MH</searchLink>; Department of Medical Imaging, National Taiwan University Hospital, National Taiwan University College of Medicine, 7 Chung-Shan South Road, Taipei, 100, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chiang+YW%22">Chiang YW</searchLink>; Department of Medical Imaging, National Taiwan University Hospital, National Taiwan University College of Medicine, 7 Chung-Shan South Road, Taipei, 100, Taiwan.<br /><searchLink fieldCode="AU" term="%22Liu+HY%22">Liu HY</searchLink>; Department of Medical Imaging, National Taiwan University Hospital, National Taiwan University College of Medicine, 7 Chung-Shan South Road, Taipei, 100, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chu+HH%22">Chu HH</searchLink>; Department of Medical Imaging, National Taiwan University Hospital, National Taiwan University College of Medicine, 7 Chung-Shan South Road, Taipei, 100, Taiwan.<br /><searchLink fieldCode="AU" term="%22Huang+YS%22">Huang YS</searchLink>; Department of Medical Imaging, National Taiwan University Hospital, National Taiwan University College of Medicine, 7 Chung-Shan South Road, Taipei, 100, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chiang+PY%22">Chiang PY</searchLink>; Department of Medical Imaging, National Taiwan University Hospital, National Taiwan University College of Medicine, 7 Chung-Shan South Road, Taipei, 100, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+HM%22">Chen HM</searchLink>; Department of Medical Imaging, National Taiwan University Hospital, National Taiwan University College of Medicine, 7 Chung-Shan South Road, Taipei, 100, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wang+TD%22">Wang TD</searchLink>; Division of Cardiology, Department of Medicine, National Taiwan University Hospital, National Taiwan University College of Medicine, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+SJ%22">Chen SJ</searchLink>; Department of Medical Imaging, National Taiwan University Hospital, National Taiwan University College of Medicine, 7 Chung-Shan South Road, Taipei, 100, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lee+WJ%22">Lee WJ</searchLink>; Department of Medical Imaging, National Taiwan University Hospital, National Taiwan University College of Medicine, 7 Chung-Shan South Road, Taipei, 100, Taiwan. wenjeng@gmail.com.; Department of Radiology, National Taiwan University, Taipei, Taiwan. wenjeng@gmail.com.
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  Data: <searchLink fieldCode="JN" term="%220361512%22">Annals of biomedical engineering</searchLink> [Ann Biomed Eng] 2026 May; Vol. 54 (5), pp. 1275-1286. <i>Date of Electronic Publication: </i>2026 Jan 09.
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        Value: 10.1007/s10439-026-03974-5
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              Text: 2026 May
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