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Generalisable artificial intelligence ECG trained on public data for outcome prediction after transcatheter aortic valve replacement.

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Title: Generalisable artificial intelligence ECG trained on public data for outcome prediction after transcatheter aortic valve replacement.
Authors: Hsiao Y; National Taiwan University Hospital Hsin-Chu Branch Hsin-Chu Hospital, Hsinchu, Taiwan., Hung KH; Research Center for Information Technology Innovation, Academia Sinica, Taipei, Taiwan., Yeh CF; National Taiwan University Hospital, Taipei, Taiwan., Chen YH; National Taiwan University Hospital, Taipei, Taiwan., Ko TY; National Taiwan University Hospital, Taipei, Taiwan., Lai CF; Renal Division, National Taiwan University Hospital, Taipei, Taiwan., Lin LC; Renal Division, National Taiwan University Hospital, Taipei, Taiwan., Chang WT; Department of Emergency Medicine, National Taiwan University Hospital, Taipei, Taiwan., Tsao Y; Research Center for Information Technology Innovation, Academia Sinica, Taipei, Taiwan yu.tsao@citi.sinica.edu.tw linmaoshin@gmail.com., Lin MS; Division of Cardiology, National Taiwan University Hospital and College of Medicine, Taipei, Taiwan yu.tsao@citi.sinica.edu.tw linmaoshin@gmail.com., Kao HL; Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan., Wu CC; National Taiwan University Hospital, Taipei, Taiwan.
Source: Heart (British Cardiac Society) [Heart] 2026 May 28. Date of Electronic Publication: 2026 May 28.
Publication Type: Journal Article
Journal Info: Publisher: BMJ Pub. Group Country of Publication: England NLM ID: 9602087 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1468-201X (Electronic) Linking ISSN: 13556037 NLM ISO Abbreviation: Heart Subsets: MEDLINE
Database: MEDLINE Ultimate
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PubType: Academic Journal
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  Data: Generalisable artificial intelligence ECG trained on public data for outcome prediction after transcatheter aortic valve replacement.
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  Data: <searchLink fieldCode="AU" term="%22Hsiao+Y%22">Hsiao Y</searchLink>; National Taiwan University Hospital Hsin-Chu Branch Hsin-Chu Hospital, Hsinchu, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hung+KH%22">Hung KH</searchLink>; Research Center for Information Technology Innovation, Academia Sinica, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Yeh+CF%22">Yeh CF</searchLink>; National Taiwan University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+YH%22">Chen YH</searchLink>; National Taiwan University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Ko+TY%22">Ko TY</searchLink>; National Taiwan University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lai+CF%22">Lai CF</searchLink>; Renal Division, National Taiwan University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+LC%22">Lin LC</searchLink>; Renal Division, National Taiwan University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chang+WT%22">Chang WT</searchLink>; Department of Emergency Medicine, National Taiwan University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Tsao+Y%22">Tsao Y</searchLink>; Research Center for Information Technology Innovation, Academia Sinica, Taipei, Taiwan yu.tsao@citi.sinica.edu.tw linmaoshin@gmail.com.<br /><searchLink fieldCode="AU" term="%22Lin+MS%22">Lin MS</searchLink>; Division of Cardiology, National Taiwan University Hospital and College of Medicine, Taipei, Taiwan yu.tsao@citi.sinica.edu.tw linmaoshin@gmail.com.<br /><searchLink fieldCode="AU" term="%22Kao+HL%22">Kao HL</searchLink>; Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wu+CC%22">Wu CC</searchLink>; National Taiwan University Hospital, Taipei, Taiwan.
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  Data: <searchLink fieldCode="JN" term="%229602087%22">Heart (British Cardiac Society)</searchLink> [Heart] 2026 May 28. <i>Date of Electronic Publication: </i>2026 May 28.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BMJ+Pub%2E+Group%22">BMJ Pub. Group </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>9602087 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1468-201X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2213556037%22">13556037 </searchLink><i>NLM ISO Abbreviation: </i>Heart <i>Subsets: </i>MEDLINE
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      – Type: doi
        Value: 10.1136/heartjnl-2025-327462
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      – Code: eng
        Text: English
    Titles:
      – TitleFull: Generalisable artificial intelligence ECG trained on public data for outcome prediction after transcatheter aortic valve replacement.
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            NameFull: Hsiao Y
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            – D: 28
              M: 05
              Text: 2026 May 28
              Type: published
              Y: 2026
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