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Deep Transfer Learning for Classification of Late Gadolinium Enhancement Cardiac MRI Images into Myocardial Infarction, Myocarditis, and Healthy Classes: Comparison with Subjective Visual Evaluation.

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Title: Deep Transfer Learning for Classification of Late Gadolinium Enhancement Cardiac MRI Images into Myocardial Infarction, Myocarditis, and Healthy Classes: Comparison with Subjective Visual Evaluation.
Authors: Ben Khalifa A; Technology and Medical Imaging Laboratory LR12ES06, Faculty of Medicine of Monastir, University of Monastir, Monastir 5019, Tunisia., Mili M; Technology and Medical Imaging Laboratory LR12ES06, Faculty of Medicine of Monastir, University of Monastir, Monastir 5019, Tunisia.; Faculty of Sciences of Monastir, University of Monastir, Monastir 5019, Tunisia., Maatouk M; LR18-SP08 Department of Radiology, University Hospital of Monastir, Monastir 5019, Tunisia., Ben Abdallah A; Technology and Medical Imaging Laboratory LR12ES06, Faculty of Medicine of Monastir, University of Monastir, Monastir 5019, Tunisia., Abdellali M; LR18-SP08 Department of Radiology, University Hospital of Monastir, Monastir 5019, Tunisia., Gaied S; LR18-SP08 Department of Radiology, University Hospital of Monastir, Monastir 5019, Tunisia., Ben Ali A; LR18-SP08 Department of Radiology, University Hospital of Monastir, Monastir 5019, Tunisia., Lahouel Y; LR18-SP08 Department of Radiology, University Hospital of Monastir, Monastir 5019, Tunisia., Bedoui MH; Technology and Medical Imaging Laboratory LR12ES06, Faculty of Medicine of Monastir, University of Monastir, Monastir 5019, Tunisia., Zrig A; LR18-SP08 Department of Radiology, University Hospital of Monastir, Monastir 5019, Tunisia.
Source: Diagnostics (Basel, Switzerland) [Diagnostics (Basel)] 2025 Jan 17; Vol. 15 (2). Date of Electronic Publication: 2025 Jan 17.
Publication Type: Journal Article
Journal Info: Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101658402 Publication Model: Electronic Cited Medium: Print ISSN: 2075-4418 (Print) Linking ISSN: 20754418 NLM ISO Abbreviation: Diagnostics (Basel) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Deep Transfer Learning for Classification of Late Gadolinium Enhancement Cardiac MRI Images into Myocardial Infarction, Myocarditis, and Healthy Classes: Comparison with Subjective Visual Evaluation.
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  Data: <searchLink fieldCode="AU" term="%22Ben+Khalifa+A%22">Ben Khalifa A</searchLink>; Technology and Medical Imaging Laboratory LR12ES06, Faculty of Medicine of Monastir, University of Monastir, Monastir 5019, Tunisia.<br /><searchLink fieldCode="AU" term="%22Mili+M%22">Mili M</searchLink>; Technology and Medical Imaging Laboratory LR12ES06, Faculty of Medicine of Monastir, University of Monastir, Monastir 5019, Tunisia.; Faculty of Sciences of Monastir, University of Monastir, Monastir 5019, Tunisia.<br /><searchLink fieldCode="AU" term="%22Maatouk+M%22">Maatouk M</searchLink>; LR18-SP08 Department of Radiology, University Hospital of Monastir, Monastir 5019, Tunisia.<br /><searchLink fieldCode="AU" term="%22Ben+Abdallah+A%22">Ben Abdallah A</searchLink>; Technology and Medical Imaging Laboratory LR12ES06, Faculty of Medicine of Monastir, University of Monastir, Monastir 5019, Tunisia.<br /><searchLink fieldCode="AU" term="%22Abdellali+M%22">Abdellali M</searchLink>; LR18-SP08 Department of Radiology, University Hospital of Monastir, Monastir 5019, Tunisia.<br /><searchLink fieldCode="AU" term="%22Gaied+S%22">Gaied S</searchLink>; LR18-SP08 Department of Radiology, University Hospital of Monastir, Monastir 5019, Tunisia.<br /><searchLink fieldCode="AU" term="%22Ben+Ali+A%22">Ben Ali A</searchLink>; LR18-SP08 Department of Radiology, University Hospital of Monastir, Monastir 5019, Tunisia.<br /><searchLink fieldCode="AU" term="%22Lahouel+Y%22">Lahouel Y</searchLink>; LR18-SP08 Department of Radiology, University Hospital of Monastir, Monastir 5019, Tunisia.<br /><searchLink fieldCode="AU" term="%22Bedoui+MH%22">Bedoui MH</searchLink>; Technology and Medical Imaging Laboratory LR12ES06, Faculty of Medicine of Monastir, University of Monastir, Monastir 5019, Tunisia.<br /><searchLink fieldCode="AU" term="%22Zrig+A%22">Zrig A</searchLink>; LR18-SP08 Department of Radiology, University Hospital of Monastir, Monastir 5019, Tunisia.
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  Data: <searchLink fieldCode="JN" term="%22101658402%22">Diagnostics (Basel, Switzerland)</searchLink> [Diagnostics (Basel)] 2025 Jan 17; Vol. 15 (2). <i>Date of Electronic Publication: </i>2025 Jan 17.
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        Value: 10.3390/diagnostics15020207
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        Text: English
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            – D: 17
              M: 01
              Text: 2025 Jan 17
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