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Improving electrocardiogram-based detection of rare genetic heart disease using transfer learning: An application to phospholamban p.Arg14del mutation carriers.
Lopes, Ricardo R; Bleijendaal, Hidde; Ramos, Lucas A; Verstraelen, Tom E; Amin, Ahmad S; Wilde, Arthur A M; Pinto, Yigal M; de Mol, Bas A J M; Marquering, Henk A.
Affiliation
  • Lopes RR; Amsterdam UMC, University of Amsterdam, Department of Biomedical Engineering and Physics, Amsterdam, the Netherlands; Amsterdam UMC, University of Amsterdam, Department of Radiology and Nuclear Medicine, Amsterdam, the Netherlands. Electronic address: r.riccilopes@amsterdamumc.nl.
  • Bleijendaal H; Amsterdam UMC, University of Amsterdam, Department of Clinical Epidemiology, Biostatistics & Bioinformatics, Amsterdam, the Netherlands; Amsterdam UMC, University of Amsterdam, Heart Center; Department of Clinical and Experimental Cardiology, Amsterdam Cardiovascular Sciences, Amsterdam, the Net
  • Ramos LA; Amsterdam UMC, University of Amsterdam, Department of Biomedical Engineering and Physics, Amsterdam, the Netherlands; Amsterdam UMC, University of Amsterdam, Department of Clinical Epidemiology, Biostatistics & Bioinformatics, Amsterdam, the Netherlands.
  • Verstraelen TE; Amsterdam UMC, University of Amsterdam, Heart Center; Department of Clinical and Experimental Cardiology, Amsterdam Cardiovascular Sciences, Amsterdam, the Netherlands.
  • Amin AS; Amsterdam UMC, University of Amsterdam, Heart Center; Department of Clinical and Experimental Cardiology, Amsterdam Cardiovascular Sciences, Amsterdam, the Netherlands.
  • Wilde AAM; Amsterdam UMC, University of Amsterdam, Heart Center; Department of Clinical and Experimental Cardiology, Amsterdam Cardiovascular Sciences, Amsterdam, the Netherlands.
  • Pinto YM; Amsterdam UMC, University of Amsterdam, Heart Center; Department of Clinical and Experimental Cardiology, Amsterdam Cardiovascular Sciences, Amsterdam, the Netherlands.
  • de Mol BAJM; Amsterdam UMC, University of Amsterdam, Heart Center; Department of Clinical and Experimental Cardiology, Amsterdam Cardiovascular Sciences, Amsterdam, the Netherlands.
  • Marquering HA; Amsterdam UMC, University of Amsterdam, Department of Biomedical Engineering and Physics, Amsterdam, the Netherlands; Amsterdam UMC, University of Amsterdam, Department of Radiology and Nuclear Medicine, Amsterdam, the Netherlands.
Comput Biol Med ; 131: 104262, 2021 04.
Article in En | MEDLINE | ID: mdl-33607378
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Rare Diseases / Heart Diseases Type of study: Diagnostic_studies / Prognostic_studies Limits: Humans Language: En Journal: Comput Biol Med Year: 2021 Document type: Article Country of publication: United States
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Rare Diseases / Heart Diseases Type of study: Diagnostic_studies / Prognostic_studies Limits: Humans Language: En Journal: Comput Biol Med Year: 2021 Document type: Article Country of publication: United States