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Deep learning for automatic detection of hepatocellular carcinoma in dynamic contrast-enhanced MRI.

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Title: Deep learning for automatic detection of hepatocellular carcinoma in dynamic contrast-enhanced MRI.
Authors: Monnin K; University of Lausanne, Lausanne, Switzerland. killian.monnin@chuv.ch.; Department of Radiology, Lausanne University Hospital, Lausanne, Switzerland. killian.monnin@chuv.ch., Jeltsch P; Department of Radiology, Lausanne University Hospital, Lausanne, Switzerland., Fernandes-Mendes L; Department of Radiology, Lausanne University Hospital, Lausanne, Switzerland., Cazzagon V; Department of Radiology, Lausanne University Hospital, Lausanne, Switzerland., Gulizia M; Department of Radiology, Lausanne University Hospital, Lausanne, Switzerland., Jreige M; University of Lausanne, Lausanne, Switzerland.; Department of Radiology, Lausanne University Hospital, Lausanne, Switzerland., Fraga Christinet M; University of Lausanne, Lausanne, Switzerland.; Department of Gastro-enterology, Lausanne University Hospital, Lausanne, Switzerland., Girardet R; Department of Radiology, South Metropolitan Health Service, Murdoch, Australia., Dromain C; University of Lausanne, Lausanne, Switzerland.; Department of Radiology, Lausanne University Hospital, Lausanne, Switzerland., Richiardi J; University of Lausanne, Lausanne, Switzerland.; Department of Radiology, Lausanne University Hospital, Lausanne, Switzerland., Vietti-Violi N; University of Lausanne, Lausanne, Switzerland.; Department of Radiology, Lausanne University Hospital, Lausanne, Switzerland.
Source: Abdominal radiology (New York) [Abdom Radiol (NY)] 2026 Jun; Vol. 51 (6), pp. 2843-2856. Date of Electronic Publication: 2025 Nov 11.
Publication Type: Journal Article
Journal Info: Publisher: Springer Country of Publication: United States NLM ID: 101674571 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2366-0058 (Electronic) NLM ISO Abbreviation: Abdom Radiol (NY) Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Monnin+K%22">Monnin K</searchLink>; University of Lausanne, Lausanne, Switzerland. killian.monnin@chuv.ch.; Department of Radiology, Lausanne University Hospital, Lausanne, Switzerland. killian.monnin@chuv.ch.<br /><searchLink fieldCode="AU" term="%22Jeltsch+P%22">Jeltsch P</searchLink>; Department of Radiology, Lausanne University Hospital, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Fernandes-Mendes+L%22">Fernandes-Mendes L</searchLink>; Department of Radiology, Lausanne University Hospital, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Cazzagon+V%22">Cazzagon V</searchLink>; Department of Radiology, Lausanne University Hospital, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Gulizia+M%22">Gulizia M</searchLink>; Department of Radiology, Lausanne University Hospital, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Jreige+M%22">Jreige M</searchLink>; University of Lausanne, Lausanne, Switzerland.; Department of Radiology, Lausanne University Hospital, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Fraga+Christinet+M%22">Fraga Christinet M</searchLink>; University of Lausanne, Lausanne, Switzerland.; Department of Gastro-enterology, Lausanne University Hospital, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Girardet+R%22">Girardet R</searchLink>; Department of Radiology, South Metropolitan Health Service, Murdoch, Australia.<br /><searchLink fieldCode="AU" term="%22Dromain+C%22">Dromain C</searchLink>; University of Lausanne, Lausanne, Switzerland.; Department of Radiology, Lausanne University Hospital, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Richiardi+J%22">Richiardi J</searchLink>; University of Lausanne, Lausanne, Switzerland.; Department of Radiology, Lausanne University Hospital, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Vietti-Violi+N%22">Vietti-Violi N</searchLink>; University of Lausanne, Lausanne, Switzerland.; Department of Radiology, Lausanne University Hospital, Lausanne, Switzerland.
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  Data: <searchLink fieldCode="JN" term="%22101674571%22">Abdominal radiology (New York)</searchLink> [Abdom Radiol (NY)] 2026 Jun; Vol. 51 (6), pp. 2843-2856. <i>Date of Electronic Publication: </i>2025 Nov 11.
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        Value: 10.1007/s00261-025-05249-4
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              Text: 2026 Jun
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