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Optimizing Deep Learning for Cardiac MRI Segmentation: The Impact of Automated Slice Range Classification.

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Title: Optimizing Deep Learning for Cardiac MRI Segmentation: The Impact of Automated Slice Range Classification.
Authors: Priya S; Department of Radiology, University of Iowa Carver College of Medicine, Iowa City, Iowa (S.P.). Electronic address: sarv-priya@uiowa.edu., Dhruba DD; Department of Electrical and Computer Engineering, University of Iowa, Iowa City, Iowa (D.D.D., M.J.)., Perry SS; Department of Biostatistics, University of Iowa, Iowa City, Iowa (S.S.P.)., Aher PY; Department of Radiology, University of Miami, Miller School of Medicine, Miami, Florida (P.Y.A.)., Gupta A; Department of Radiology, University Hospital Cleveland Medical Center, Cleveland, Ohio (A.G.)., Nagpal P; Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin (P.N.)., Jacob M; Department of Electrical and Computer Engineering, University of Iowa, Iowa City, Iowa (D.D.D., M.J.).
Source: Academic radiology [Acad Radiol] 2024 Feb; Vol. 31 (2), pp. 503-513. Date of Electronic Publication: 2023 Aug 03.
Publication Type: Journal Article
Journal Info: Publisher: Association Of University Radiologists Country of Publication: United States NLM ID: 9440159 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-4046 (Electronic) Linking ISSN: 10766332 NLM ISO Abbreviation: Acad Radiol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Priya+S%22">Priya S</searchLink>; Department of Radiology, University of Iowa Carver College of Medicine, Iowa City, Iowa (S.P.). Electronic address: sarv-priya@uiowa.edu.<br /><searchLink fieldCode="AU" term="%22Dhruba+DD%22">Dhruba DD</searchLink>; Department of Electrical and Computer Engineering, University of Iowa, Iowa City, Iowa (D.D.D., M.J.).<br /><searchLink fieldCode="AU" term="%22Perry+SS%22">Perry SS</searchLink>; Department of Biostatistics, University of Iowa, Iowa City, Iowa (S.S.P.).<br /><searchLink fieldCode="AU" term="%22Aher+PY%22">Aher PY</searchLink>; Department of Radiology, University of Miami, Miller School of Medicine, Miami, Florida (P.Y.A.).<br /><searchLink fieldCode="AU" term="%22Gupta+A%22">Gupta A</searchLink>; Department of Radiology, University Hospital Cleveland Medical Center, Cleveland, Ohio (A.G.).<br /><searchLink fieldCode="AU" term="%22Nagpal+P%22">Nagpal P</searchLink>; Department of Radiology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin (P.N.).<br /><searchLink fieldCode="AU" term="%22Jacob+M%22">Jacob M</searchLink>; Department of Electrical and Computer Engineering, University of Iowa, Iowa City, Iowa (D.D.D., M.J.).
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  Data: <searchLink fieldCode="JN" term="%229440159%22">Academic radiology</searchLink> [Acad Radiol] 2024 Feb; Vol. 31 (2), pp. 503-513. <i>Date of Electronic Publication: </i>2023 Aug 03.
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        Value: 10.1016/j.acra.2023.07.008
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              Text: 2024 Feb
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