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Weakly Supervised Deep Learning Can Analyze Focal Liver Lesions in Contrast-Enhanced Ultrasound.

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Title: Weakly Supervised Deep Learning Can Analyze Focal Liver Lesions in Contrast-Enhanced Ultrasound.
Authors: Oezsoy A; Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty at Heinrich-Heine-University, Düsseldorf, Germany., Brooks JA; Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty at Heinrich-Heine-University, Düsseldorf, Germany., van Treeck M; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany., Doerffel Y; Medical Outpatient Department, Charité Universitätsmedizin Berlin, Berlin, Germany., Morgera U; Medical Outpatient Department, Charité Universitätsmedizin Berlin, Berlin, Germany., Berger J; Department of Gastroenterology, Hepatology, Infectious Diseases and Rheumatology, Ernst von Bergmann Klinikum, Potsdam, Germany., Gustav M; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany., Saldanha OL; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany., Luedde T; Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty at Heinrich-Heine-University, Düsseldorf, Germany., Kather JN; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany.; Department of Medicine I, University Hospital Dresden, Dresden, Germany., Seraphin TP; Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty at Heinrich-Heine-University, Düsseldorf, Germany., Kallenbach M; Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty at Heinrich-Heine-University, Düsseldorf, Germany.
Source: Digestion [Digestion] 2025; Vol. 106 (6), pp. 502-514. Date of Electronic Publication: 2025 Mar 06.
Publication Type: Journal Article
Journal Info: Publisher: Karger Country of Publication: Switzerland NLM ID: 0150472 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1421-9867 (Electronic) Linking ISSN: 00122823 NLM ISO Abbreviation: Digestion Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Weakly Supervised Deep Learning Can Analyze Focal Liver Lesions in Contrast-Enhanced Ultrasound.
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  Data: <searchLink fieldCode="AU" term="%22Oezsoy+A%22">Oezsoy A</searchLink>; Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty at Heinrich-Heine-University, Düsseldorf, Germany.<br /><searchLink fieldCode="AU" term="%22Brooks+JA%22">Brooks JA</searchLink>; Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty at Heinrich-Heine-University, Düsseldorf, Germany.<br /><searchLink fieldCode="AU" term="%22van+Treeck+M%22">van Treeck M</searchLink>; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Doerffel+Y%22">Doerffel Y</searchLink>; Medical Outpatient Department, Charité Universitätsmedizin Berlin, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Morgera+U%22">Morgera U</searchLink>; Medical Outpatient Department, Charité Universitätsmedizin Berlin, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Berger+J%22">Berger J</searchLink>; Department of Gastroenterology, Hepatology, Infectious Diseases and Rheumatology, Ernst von Bergmann Klinikum, Potsdam, Germany.<br /><searchLink fieldCode="AU" term="%22Gustav+M%22">Gustav M</searchLink>; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Saldanha+OL%22">Saldanha OL</searchLink>; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Luedde+T%22">Luedde T</searchLink>; Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty at Heinrich-Heine-University, Düsseldorf, Germany.<br /><searchLink fieldCode="AU" term="%22Kather+JN%22">Kather JN</searchLink>; Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, Technical University Dresden, Dresden, Germany.; Department of Medicine I, University Hospital Dresden, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Seraphin+TP%22">Seraphin TP</searchLink>; Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty at Heinrich-Heine-University, Düsseldorf, Germany.<br /><searchLink fieldCode="AU" term="%22Kallenbach+M%22">Kallenbach M</searchLink>; Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty at Heinrich-Heine-University, Düsseldorf, Germany.
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  Data: <searchLink fieldCode="JN" term="%220150472%22">Digestion</searchLink> [Digestion] 2025; Vol. 106 (6), pp. 502-514. <i>Date of Electronic Publication: </i>2025 Mar 06.
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