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A deep learning phenome wide association study of the electrocardiogram.

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Title: A deep learning phenome wide association study of the electrocardiogram.
Authors: Hughes JW; Department of Computer Science, Stanford University, 353 Jane Stanford Way, Stanford, CA 94305, USA., Theurer J; Department of Cardiology, Cedars-Sinai Medical Center, Smidt Heart Institute, Los Angeles, CA, USA., Vukadinovic M; Department of Cardiology, Cedars-Sinai Medical Center, Smidt Heart Institute, Los Angeles, CA, USA.; Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA, USA., Rogers AJ; Department of Medicine, Stanford University, Stanford, CA, USA., Somani S; Department of Medicine, Stanford University, Stanford, CA, USA., Kang G; Department of Medicine, Stanford University, Stanford, CA, USA., Ghazizadeh Z; Department of Medicine, Stanford University, Stanford, CA, USA., O'Sullivan JW; Department of Medicine, Stanford University, Stanford, CA, USA., Jain SS; Department of Medicine, Stanford University, Stanford, CA, USA., Gomes B; Department of Medicine, Stanford University, Stanford, CA, USA., Salerno M; Department of Medicine, Stanford University, Stanford, CA, USA., Ashley E; Department of Medicine, Stanford University, Stanford, CA, USA., Zou JY; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA., Perez MV; Department of Medicine, Stanford University, Stanford, CA, USA., Ouyang D; Department of Cardiology, Cedars-Sinai Medical Center, Smidt Heart Institute, Los Angeles, CA, USA.
Source: European heart journal. Digital health [Eur Heart J Digit Health] 2025 May 08; Vol. 6 (4), pp. 595-607. Date of Electronic Publication: 2025 May 08 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 101778323 Publication Model: eCollection Cited Medium: Internet ISSN: 2634-3916 (Electronic) Linking ISSN: 26343916 NLM ISO Abbreviation: Eur Heart J Digit Health Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Hughes+JW%22">Hughes JW</searchLink>; Department of Computer Science, Stanford University, 353 Jane Stanford Way, Stanford, CA 94305, USA.<br /><searchLink fieldCode="AU" term="%22Theurer+J%22">Theurer J</searchLink>; Department of Cardiology, Cedars-Sinai Medical Center, Smidt Heart Institute, Los Angeles, CA, USA.<br /><searchLink fieldCode="AU" term="%22Vukadinovic+M%22">Vukadinovic M</searchLink>; Department of Cardiology, Cedars-Sinai Medical Center, Smidt Heart Institute, Los Angeles, CA, USA.; Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA, USA.<br /><searchLink fieldCode="AU" term="%22Rogers+AJ%22">Rogers AJ</searchLink>; Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Somani+S%22">Somani S</searchLink>; Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Kang+G%22">Kang G</searchLink>; Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Ghazizadeh+Z%22">Ghazizadeh Z</searchLink>; Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22O'Sullivan+JW%22">O'Sullivan JW</searchLink>; Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Jain+SS%22">Jain SS</searchLink>; Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Gomes+B%22">Gomes B</searchLink>; Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Salerno+M%22">Salerno M</searchLink>; Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Ashley+E%22">Ashley E</searchLink>; Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Zou+JY%22">Zou JY</searchLink>; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Perez+MV%22">Perez MV</searchLink>; Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Ouyang+D%22">Ouyang D</searchLink>; Department of Cardiology, Cedars-Sinai Medical Center, Smidt Heart Institute, Los Angeles, CA, USA.
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  Data: <searchLink fieldCode="JN" term="%22101778323%22">European heart journal. Digital health</searchLink> [Eur Heart J Digit Health] 2025 May 08; Vol. 6 (4), pp. 595-607. <i>Date of Electronic Publication: </i>2025 May 08 (<i>Print Publication: </i>2025).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Oxford+University+Press%22">Oxford University Press </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101778323 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2634-3916 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2226343916%22">26343916 </searchLink><i>NLM ISO Abbreviation: </i>Eur Heart J Digit Health <i>Subsets: </i>PubMed not MEDLINE
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              Text: 2025 May 08
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