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Varying pixel resolution significantly improves deep learning-based carotid plaque histology segmentation.

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Title: Varying pixel resolution significantly improves deep learning-based carotid plaque histology segmentation.
Authors: Lee Y; Medical Physics, University of Wisconsin School of Medicine and Public Health (UW-SMPH), Madison, USA. ylee739@wisc.edu., Al Mukaddim R; Medical Physics, University of Wisconsin School of Medicine and Public Health (UW-SMPH), Madison, USA., Ngawang T; Medical Physics, University of Wisconsin School of Medicine and Public Health (UW-SMPH), Madison, USA., Salamat S; Pathology and Laboratory Medicine, UW-SMPH, Madison, USA.; Neurological Surgery, UW-SMPH, Madison, USA., Mitchell CC; Medicine/Division of Cardiovascular Medicine, UW-SMPH, Madison, USA., Maybock J; Neurological Surgery, UW-SMPH, Madison, USA., Wilbrand SM; Neurological Surgery, UW-SMPH, Madison, USA., Dempsey RJ; Neurological Surgery, UW-SMPH, Madison, USA., Varghese T; Medical Physics, University of Wisconsin School of Medicine and Public Health (UW-SMPH), Madison, USA. tvarghese@wisc.edu.
Source: Scientific reports [Sci Rep] 2025 Jan 02; Vol. 15 (1), pp. 139. Date of Electronic Publication: 2025 Jan 02.
Publication Type: Journal Article; Research Support, N.I.H., Extramural
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Varying pixel resolution significantly improves deep learning-based carotid plaque histology segmentation.
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  Data: <searchLink fieldCode="AU" term="%22Lee+Y%22">Lee Y</searchLink>; Medical Physics, University of Wisconsin School of Medicine and Public Health (UW-SMPH), Madison, USA. ylee739@wisc.edu.<br /><searchLink fieldCode="AU" term="%22Al+Mukaddim+R%22">Al Mukaddim R</searchLink>; Medical Physics, University of Wisconsin School of Medicine and Public Health (UW-SMPH), Madison, USA.<br /><searchLink fieldCode="AU" term="%22Ngawang+T%22">Ngawang T</searchLink>; Medical Physics, University of Wisconsin School of Medicine and Public Health (UW-SMPH), Madison, USA.<br /><searchLink fieldCode="AU" term="%22Salamat+S%22">Salamat S</searchLink>; Pathology and Laboratory Medicine, UW-SMPH, Madison, USA.; Neurological Surgery, UW-SMPH, Madison, USA.<br /><searchLink fieldCode="AU" term="%22Mitchell+CC%22">Mitchell CC</searchLink>; Medicine/Division of Cardiovascular Medicine, UW-SMPH, Madison, USA.<br /><searchLink fieldCode="AU" term="%22Maybock+J%22">Maybock J</searchLink>; Neurological Surgery, UW-SMPH, Madison, USA.<br /><searchLink fieldCode="AU" term="%22Wilbrand+SM%22">Wilbrand SM</searchLink>; Neurological Surgery, UW-SMPH, Madison, USA.<br /><searchLink fieldCode="AU" term="%22Dempsey+RJ%22">Dempsey RJ</searchLink>; Neurological Surgery, UW-SMPH, Madison, USA.<br /><searchLink fieldCode="AU" term="%22Varghese+T%22">Varghese T</searchLink>; Medical Physics, University of Wisconsin School of Medicine and Public Health (UW-SMPH), Madison, USA. tvarghese@wisc.edu.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2025 Jan 02; Vol. 15 (1), pp. 139. <i>Date of Electronic Publication: </i>2025 Jan 02.
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        Value: 10.1038/s41598-024-83948-6
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              Text: 2025 Jan 02
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