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Incorporating Radiologist Knowledge Into MRI Quality Metrics for Machine Learning Using Rank-Based Ratings.

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Title: Incorporating Radiologist Knowledge Into MRI Quality Metrics for Machine Learning Using Rank-Based Ratings.
Authors: Tang C; Department of Medical Physics, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA., Eisenmenger LB; Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA., Rivera-Rivera L; Department of Medical Physics, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA.; Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA., Huo E; Department of Radiology, University of California, San Francisco, California, USA., Junn JC; Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, New York, USA., Kuner AD; Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA., Oechtering TH; Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA.; Department of Radiology and Nuclear Medicine, Universität zu Lübeck, Lübeck, Germany., Peret A; Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA., Starekova J; Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA., Johnson KM; Department of Medical Physics, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA.; Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA.
Source: Journal of magnetic resonance imaging : JMRI [J Magn Reson Imaging] 2025 Jun; Vol. 61 (6), pp. 2572-2584. Date of Electronic Publication: 2024 Dec 17.
Publication Type: Journal Article; Research Support, N.I.H., Extramural; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Wiley-Liss Country of Publication: United States NLM ID: 9105850 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1522-2586 (Electronic) Linking ISSN: 10531807 NLM ISO Abbreviation: J Magn Reson Imaging Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Tang+C%22">Tang C</searchLink>; Department of Medical Physics, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA.<br /><searchLink fieldCode="AU" term="%22Eisenmenger+LB%22">Eisenmenger LB</searchLink>; Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA.<br /><searchLink fieldCode="AU" term="%22Rivera-Rivera+L%22">Rivera-Rivera L</searchLink>; Department of Medical Physics, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA.; Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA.<br /><searchLink fieldCode="AU" term="%22Huo+E%22">Huo E</searchLink>; Department of Radiology, University of California, San Francisco, California, USA.<br /><searchLink fieldCode="AU" term="%22Junn+JC%22">Junn JC</searchLink>; Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, New York, USA.<br /><searchLink fieldCode="AU" term="%22Kuner+AD%22">Kuner AD</searchLink>; Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA.<br /><searchLink fieldCode="AU" term="%22Oechtering+TH%22">Oechtering TH</searchLink>; Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA.; Department of Radiology and Nuclear Medicine, Universität zu Lübeck, Lübeck, Germany.<br /><searchLink fieldCode="AU" term="%22Peret+A%22">Peret A</searchLink>; Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA.<br /><searchLink fieldCode="AU" term="%22Starekova+J%22">Starekova J</searchLink>; Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA.<br /><searchLink fieldCode="AU" term="%22Johnson+KM%22">Johnson KM</searchLink>; Department of Medical Physics, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA.; Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA.
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  Data: <searchLink fieldCode="JN" term="%229105850%22">Journal of magnetic resonance imaging : JMRI</searchLink> [J Magn Reson Imaging] 2025 Jun; Vol. 61 (6), pp. 2572-2584. <i>Date of Electronic Publication: </i>2024 Dec 17.
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        Value: 10.1002/jmri.29672
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              Text: 2025 Jun
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