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Cardiac function assessment with deep-learning-based automatic segmentation of free-running four-dimensional whole-heart cardiovascular magnetic resonance.

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Title: Cardiac function assessment with deep-learning-based automatic segmentation of free-running four-dimensional whole-heart cardiovascular magnetic resonance.
Authors: Ogier AC; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland. Electronic address: augustin.ogier@gmail.com., Baup S; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland., Ilanjian G; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland., Touray A; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland., Rocca A; Cardiovascular Department, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland., Banús J; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland., Montón Quesada I; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland., Nicoletti M; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland., Ledoux JB; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland; CIBM Center for Biomedical Imaging, Lausanne, Switzerland., Richiardi J; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland; CIBM Center for Biomedical Imaging, Lausanne, Switzerland., Holtackers RJ; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland; Department of Radiology & Nuclear Medicine, Maastricht University Medical Centre, the Netherlands., Yerly J; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland; CIBM Center for Biomedical Imaging, Lausanne, Switzerland., Stuber M; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland; CIBM Center for Biomedical Imaging, Lausanne, Switzerland., Hullin R; Cardiovascular Department, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland., Rotzinger D; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland., van Heeswijk RB; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.
Source: Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance [J Cardiovasc Magn Reson] 2026 Summer; Vol. 28 (1), pp. 102677. Date of Electronic Publication: 2025 Dec 24.
Publication Type: Journal Article; Validation Study
Journal Info: Publisher: Elsevier Country of Publication: England NLM ID: 9815616 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1532-429X (Electronic) Linking ISSN: 10976647 NLM ISO Abbreviation: J Cardiovasc Magn Reson Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Cardiac function assessment with deep-learning-based automatic segmentation of free-running four-dimensional whole-heart cardiovascular magnetic resonance.
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  Data: <searchLink fieldCode="AU" term="%22Ogier+AC%22">Ogier AC</searchLink>; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland. Electronic address: augustin.ogier@gmail.com.<br /><searchLink fieldCode="AU" term="%22Baup+S%22">Baup S</searchLink>; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Ilanjian+G%22">Ilanjian G</searchLink>; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Touray+A%22">Touray A</searchLink>; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Rocca+A%22">Rocca A</searchLink>; Cardiovascular Department, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Banús+J%22">Banús J</searchLink>; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Montón+Quesada+I%22">Montón Quesada I</searchLink>; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Nicoletti+M%22">Nicoletti M</searchLink>; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Ledoux+JB%22">Ledoux JB</searchLink>; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland; CIBM Center for Biomedical Imaging, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Richiardi+J%22">Richiardi J</searchLink>; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland; CIBM Center for Biomedical Imaging, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Holtackers+RJ%22">Holtackers RJ</searchLink>; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland; Department of Radiology & Nuclear Medicine, Maastricht University Medical Centre, the Netherlands.<br /><searchLink fieldCode="AU" term="%22Yerly+J%22">Yerly J</searchLink>; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland; CIBM Center for Biomedical Imaging, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Stuber+M%22">Stuber M</searchLink>; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland; CIBM Center for Biomedical Imaging, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Hullin+R%22">Hullin R</searchLink>; Cardiovascular Department, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Rotzinger+D%22">Rotzinger D</searchLink>; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22van+Heeswijk+RB%22">van Heeswijk RB</searchLink>; Department of Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.
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  Data: <searchLink fieldCode="JN" term="%229815616%22">Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance</searchLink> [J Cardiovasc Magn Reson] 2026 Summer; Vol. 28 (1), pp. 102677. <i>Date of Electronic Publication: </i>2025 Dec 24.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier%22">Elsevier </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>9815616 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1532-429X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2210976647%22">10976647 </searchLink><i>NLM ISO Abbreviation: </i>J Cardiovasc Magn Reson <i>Subsets: </i>MEDLINE
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