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Stratification of children with myocarditis using radiomics signatures in LGE cardiovascular MRI.

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Title: Stratification of children with myocarditis using radiomics signatures in LGE cardiovascular MRI.
Authors: Laube AP; Institute of Computer-Assisted Cardiovascular Medicine, Deutsches Herzzentrum der Charité, Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site, Berlin, Germany. Electronic address: ann.laube@dhzc-charite.de., Huellebrand M; Institute of Computer-Assisted Cardiovascular Medicine, Deutsches Herzzentrum der Charité, Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site, Berlin, Germany; Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany., Ter-Minassian L; Institute of Computer-Assisted Cardiovascular Medicine, Deutsches Herzzentrum der Charité, Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany., Uden T; Department of Pediatric Cardiology and Intensive Care Medicine, Hannover Medical School, Hannover, Germany., Schwarzkopf E; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of Congenital Heart Disease and Pediatric Cardiology, Deutsches Herzzentrum der Charité, Berlin, Germany., Opgen-Rhein B; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of Congenital Heart Disease and Pediatric Cardiology, Deutsches Herzzentrum der Charité, Berlin, Germany., Anderheiden F; Department of Paediatric Cardiology, University Hospital Erlangen, Erlangen, Germany., Altmann I; Clinic for Pediatric Cardiology, Heart Centre, University of Leipzig, Leipzig, Germany., Wiegand G; Pediatric Cardiology, University Hospital Tübingen, Tübingen, Germany., Boehne M; Department of Pediatric Cardiology and Intensive Care Medicine, Hannover Medical School, Hannover, Germany., Reineker K; University Heart Centre Freiburg-Bad Krozingen, Medical Centre-University of Freiburg, Freiburg, Germany., Rentzsch A; Clinic for Pediatric Cardiology, Saarland University Hospital, Homburg (Saar), Germany., Fischer M; Pediatric Cardiology and Pediatric Intensive Care, Ludwig Maximilians University of Munich, Munich, Germany., Böcker D; Department of Pediatric Heart Medicine and Adults with Congenital Heart Disease, University Medical Center Hamburg-Eppendorf, Hamburg, Germany., Kaestner M; Pediatric Cardiology, University Hospital Ulm, Ulm, Germany., Hecht T; Heart and Diabetes Center NRW and University Clinic of Ruhr-University Bochum, Bad Oeynhausen, Germany., Schiebel A; Division of Pediatric Cardiology and Intensive Care Medicine, Department of Pediatrics and Adolescent Medicine, University Medical Center Göttingen, Göttingen, Germany., Ruf B; Pediatric Cardiology, German Heart Center Munich, Munich, Germany., Voges I; Department for Congenital Heart Disease and Pediatric Cardiology, University Hospital Schleswig-Holstein, Kiel, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site Hamburg/Lübeck/Kiel, Germany., Gummel K; Pediatric Heart Centre Gießen, Gießen, Germany., Pickardt T; Competence Network for Congenital Heart Defects, Berlin, Germany., Schubert S; Heart and Diabetes Center NRW and University Clinic of Ruhr-University Bochum, Bad Oeynhausen, Germany., Messroghli D; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Deutsches Herzzentrum der Charité, Department of Cardiology, Angiology and Intensive Care Medicine, Berlin, Germany., Friede T; Department of Medical Statistics, University Medical Center Göttingen, Göttingen, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site, Lower Saxony, Germany; DZKJ (German Centre for Child and Adolescent Health), Partner Site, Göttingen, Germany., Seidel F; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site, Berlin, Germany; Department of Congenital Heart Disease and Pediatric Cardiology, Deutsches Herzzentrum der Charité, Berlin, Germany., Hennemuth A; Institute of Computer-Assisted Cardiovascular Medicine, Deutsches Herzzentrum der Charité, Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site, Berlin, Germany; Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany; Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
Source: Computer methods and programs in biomedicine [Comput Methods Programs Biomed] 2026 Sep; Vol. 284, pp. 109469. Date of Electronic Publication: 2026 May 28.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Scientific Publishers Country of Publication: Ireland NLM ID: 8506513 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-7565 (Electronic) Linking ISSN: 01692607 NLM ISO Abbreviation: Comput Methods Programs Biomed Subsets: MEDLINE
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  Data: Stratification of children with myocarditis using radiomics signatures in LGE cardiovascular MRI.
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  Data: <searchLink fieldCode="AU" term="%22Laube+AP%22">Laube AP</searchLink>; Institute of Computer-Assisted Cardiovascular Medicine, Deutsches Herzzentrum der Charité, Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site, Berlin, Germany. Electronic address: ann.laube@dhzc-charite.de.<br /><searchLink fieldCode="AU" term="%22Huellebrand+M%22">Huellebrand M</searchLink>; Institute of Computer-Assisted Cardiovascular Medicine, Deutsches Herzzentrum der Charité, Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site, Berlin, Germany; Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany.<br /><searchLink fieldCode="AU" term="%22Ter-Minassian+L%22">Ter-Minassian L</searchLink>; Institute of Computer-Assisted Cardiovascular Medicine, Deutsches Herzzentrum der Charité, Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Uden+T%22">Uden T</searchLink>; Department of Pediatric Cardiology and Intensive Care Medicine, Hannover Medical School, Hannover, Germany.<br /><searchLink fieldCode="AU" term="%22Schwarzkopf+E%22">Schwarzkopf E</searchLink>; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of Congenital Heart Disease and Pediatric Cardiology, Deutsches Herzzentrum der Charité, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Opgen-Rhein+B%22">Opgen-Rhein B</searchLink>; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of Congenital Heart Disease and Pediatric Cardiology, Deutsches Herzzentrum der Charité, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Anderheiden+F%22">Anderheiden F</searchLink>; Department of Paediatric Cardiology, University Hospital Erlangen, Erlangen, Germany.<br /><searchLink fieldCode="AU" term="%22Altmann+I%22">Altmann I</searchLink>; Clinic for Pediatric Cardiology, Heart Centre, University of Leipzig, Leipzig, Germany.<br /><searchLink fieldCode="AU" term="%22Wiegand+G%22">Wiegand G</searchLink>; Pediatric Cardiology, University Hospital Tübingen, Tübingen, Germany.<br /><searchLink fieldCode="AU" term="%22Boehne+M%22">Boehne M</searchLink>; Department of Pediatric Cardiology and Intensive Care Medicine, Hannover Medical School, Hannover, Germany.<br /><searchLink fieldCode="AU" term="%22Reineker+K%22">Reineker K</searchLink>; University Heart Centre Freiburg-Bad Krozingen, Medical Centre-University of Freiburg, Freiburg, Germany.<br /><searchLink fieldCode="AU" term="%22Rentzsch+A%22">Rentzsch A</searchLink>; Clinic for Pediatric Cardiology, Saarland University Hospital, Homburg (Saar), Germany.<br /><searchLink fieldCode="AU" term="%22Fischer+M%22">Fischer M</searchLink>; Pediatric Cardiology and Pediatric Intensive Care, Ludwig Maximilians University of Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Böcker+D%22">Böcker D</searchLink>; Department of Pediatric Heart Medicine and Adults with Congenital Heart Disease, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.<br /><searchLink fieldCode="AU" term="%22Kaestner+M%22">Kaestner M</searchLink>; Pediatric Cardiology, University Hospital Ulm, Ulm, Germany.<br /><searchLink fieldCode="AU" term="%22Hecht+T%22">Hecht T</searchLink>; Heart and Diabetes Center NRW and University Clinic of Ruhr-University Bochum, Bad Oeynhausen, Germany.<br /><searchLink fieldCode="AU" term="%22Schiebel+A%22">Schiebel A</searchLink>; Division of Pediatric Cardiology and Intensive Care Medicine, Department of Pediatrics and Adolescent Medicine, University Medical Center Göttingen, Göttingen, Germany.<br /><searchLink fieldCode="AU" term="%22Ruf+B%22">Ruf B</searchLink>; Pediatric Cardiology, German Heart Center Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Voges+I%22">Voges I</searchLink>; Department for Congenital Heart Disease and Pediatric Cardiology, University Hospital Schleswig-Holstein, Kiel, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site Hamburg/Lübeck/Kiel, Germany.<br /><searchLink fieldCode="AU" term="%22Gummel+K%22">Gummel K</searchLink>; Pediatric Heart Centre Gießen, Gießen, Germany.<br /><searchLink fieldCode="AU" term="%22Pickardt+T%22">Pickardt T</searchLink>; Competence Network for Congenital Heart Defects, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Schubert+S%22">Schubert S</searchLink>; Heart and Diabetes Center NRW and University Clinic of Ruhr-University Bochum, Bad Oeynhausen, Germany.<br /><searchLink fieldCode="AU" term="%22Messroghli+D%22">Messroghli D</searchLink>; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Deutsches Herzzentrum der Charité, Department of Cardiology, Angiology and Intensive Care Medicine, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Friede+T%22">Friede T</searchLink>; Department of Medical Statistics, University Medical Center Göttingen, Göttingen, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site, Lower Saxony, Germany; DZKJ (German Centre for Child and Adolescent Health), Partner Site, Göttingen, Germany.<br /><searchLink fieldCode="AU" term="%22Seidel+F%22">Seidel F</searchLink>; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site, Berlin, Germany; Department of Congenital Heart Disease and Pediatric Cardiology, Deutsches Herzzentrum der Charité, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Hennemuth+A%22">Hennemuth A</searchLink>; Institute of Computer-Assisted Cardiovascular Medicine, Deutsches Herzzentrum der Charité, Berlin, Germany; Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site, Berlin, Germany; Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany; Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
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