Automated quantification of T1 and T2 relaxation times in liver mpMRI using deep learning: a sequence-adaptive approach.

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Title: Automated quantification of T1 and T2 relaxation times in liver mpMRI using deep learning: a sequence-adaptive approach.
Authors: Zbinden L; ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland.; Department of Diagnostic, Interventional and Pediatric Radiology, Inselspital, Bern University Hospital, Bern, Switzerland., Erb S; Department of Diagnostic, Interventional and Pediatric Radiology, Inselspital, Bern University Hospital, Bern, Switzerland., Catucci D; Department of Diagnostic, Interventional and Pediatric Radiology, Inselspital, Bern University Hospital, Bern, Switzerland.; Graduate School for Health Sciences, University of Bern, Bern, Switzerland., Doorenbos L; ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland., Hulbert L; Department of Diagnostic, Interventional and Pediatric Radiology, Inselspital, Bern University Hospital, Bern, Switzerland., Berzigotti A; Hepatology, Department of Visceral Surgery and Medicine, Inselspital, Bern University Hospital, Bern, Switzerland., Brönimann M; Department of Diagnostic, Interventional and Pediatric Radiology, Inselspital, Bern University Hospital, Bern, Switzerland., Ebner L; Department of Diagnostic, Interventional and Pediatric Radiology, Inselspital, Bern University Hospital, Bern, Switzerland.; Department of Radiology and Nuclear Medicine, Luzerner Kantonsspital, University Teaching and Research Hospital, University of Lucerne, Lucerne, Switzerland., Christe A; Department of Diagnostic, Interventional and Pediatric Radiology, Inselspital, Bern University Hospital, Bern, Switzerland., Obmann VC; Department of Diagnostic, Interventional and Pediatric Radiology, Inselspital, Bern University Hospital, Bern, Switzerland., Sznitman R; ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland., Huber AT; Department of Diagnostic, Interventional and Pediatric Radiology, Inselspital, Bern University Hospital, Bern, Switzerland. adrian.huber@luks.ch.; Department of Radiology and Nuclear Medicine, Luzerner Kantonsspital, University Teaching and Research Hospital, University of Lucerne, Lucerne, Switzerland. adrian.huber@luks.ch.; Department of Radiology, Beau-Site, Hirslanden, Bern, Switzerland. adrian.huber@luks.ch.
Source: European radiology experimental [Eur Radiol Exp] 2025 Jun 14; Vol. 9 (1), pp. 58. Date of Electronic Publication: 2025 Jun 14.
Publication Type: Journal Article
Journal Info: Publisher: SpringerOpen Country of Publication: England NLM ID: 101721752 Publication Model: Electronic Cited Medium: Internet ISSN: 2509-9280 (Electronic) Linking ISSN: 25099280 NLM ISO Abbreviation: Eur Radiol Exp Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Zbinden+L%22">Zbinden L</searchLink>; ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland.; Department of Diagnostic, Interventional and Pediatric Radiology, Inselspital, Bern University Hospital, Bern, Switzerland.<br /><searchLink fieldCode="AU" term="%22Erb+S%22">Erb S</searchLink>; Department of Diagnostic, Interventional and Pediatric Radiology, Inselspital, Bern University Hospital, Bern, Switzerland.<br /><searchLink fieldCode="AU" term="%22Catucci+D%22">Catucci D</searchLink>; Department of Diagnostic, Interventional and Pediatric Radiology, Inselspital, Bern University Hospital, Bern, Switzerland.; Graduate School for Health Sciences, University of Bern, Bern, Switzerland.<br /><searchLink fieldCode="AU" term="%22Doorenbos+L%22">Doorenbos L</searchLink>; ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland.<br /><searchLink fieldCode="AU" term="%22Hulbert+L%22">Hulbert L</searchLink>; Department of Diagnostic, Interventional and Pediatric Radiology, Inselspital, Bern University Hospital, Bern, Switzerland.<br /><searchLink fieldCode="AU" term="%22Berzigotti+A%22">Berzigotti A</searchLink>; Hepatology, Department of Visceral Surgery and Medicine, Inselspital, Bern University Hospital, Bern, Switzerland.<br /><searchLink fieldCode="AU" term="%22Brönimann+M%22">Brönimann M</searchLink>; Department of Diagnostic, Interventional and Pediatric Radiology, Inselspital, Bern University Hospital, Bern, Switzerland.<br /><searchLink fieldCode="AU" term="%22Ebner+L%22">Ebner L</searchLink>; Department of Diagnostic, Interventional and Pediatric Radiology, Inselspital, Bern University Hospital, Bern, Switzerland.; Department of Radiology and Nuclear Medicine, Luzerner Kantonsspital, University Teaching and Research Hospital, University of Lucerne, Lucerne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Christe+A%22">Christe A</searchLink>; Department of Diagnostic, Interventional and Pediatric Radiology, Inselspital, Bern University Hospital, Bern, Switzerland.<br /><searchLink fieldCode="AU" term="%22Obmann+VC%22">Obmann VC</searchLink>; Department of Diagnostic, Interventional and Pediatric Radiology, Inselspital, Bern University Hospital, Bern, Switzerland.<br /><searchLink fieldCode="AU" term="%22Sznitman+R%22">Sznitman R</searchLink>; ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland.<br /><searchLink fieldCode="AU" term="%22Huber+AT%22">Huber AT</searchLink>; Department of Diagnostic, Interventional and Pediatric Radiology, Inselspital, Bern University Hospital, Bern, Switzerland. adrian.huber@luks.ch.; Department of Radiology and Nuclear Medicine, Luzerner Kantonsspital, University Teaching and Research Hospital, University of Lucerne, Lucerne, Switzerland. adrian.huber@luks.ch.; Department of Radiology, Beau-Site, Hirslanden, Bern, Switzerland. adrian.huber@luks.ch.
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  Data: <searchLink fieldCode="JN" term="%22101721752%22">European radiology experimental</searchLink> [Eur Radiol Exp] 2025 Jun 14; Vol. 9 (1), pp. 58. <i>Date of Electronic Publication: </i>2025 Jun 14.
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