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Artificial Intelligence-Based Frailty Assessment Outperforms Clinical Assessment in Predicting Outcomes After Transcatheter Aortic Valve Implantation.

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Title: Artificial Intelligence-Based Frailty Assessment Outperforms Clinical Assessment in Predicting Outcomes After Transcatheter Aortic Valve Implantation.
Authors: Kumar AA; Medical School, The University of Western Australia, Crawley, WA, Australia., Huangfu G; Medical School, The University of Western Australia, Crawley, WA, Australia; Harry Perkins Institute of Medical Research, Murdoch, WA, Australia; Department of Cardiology, Fiona Stanley Hospital, Murdoch, WA, Australia., Kendrick J; School of Physics, Mathematics, and Computing, The University of Western Australia, Crawley, WA, Australia; Centre for Advanced Technologies in Cancer Research, Perth, WA, Australia., Ong JSL; Department of Nuclear Medicine, Fiona Stanley Hospital, Murdoch, WA, Australia., Yong G; Department of Cardiology, Fiona Stanley Hospital, Murdoch, WA, Australia., Shetty S; Department of Cardiology, Fiona Stanley Hospital, Murdoch, WA, Australia., Lan NSR; Medical School, The University of Western Australia, Crawley, WA, Australia; Harry Perkins Institute of Medical Research, Murdoch, WA, Australia; Department of Cardiology, Fiona Stanley Hospital, Murdoch, WA, Australia., Ihdayhid AR; Harry Perkins Institute of Medical Research, Murdoch, WA, Australia; Department of Cardiology, Fiona Stanley Hospital, Murdoch, WA, Australia; Medical School, Curtin University, Perth, WA, Australia., Dwivedi G; Medical School, The University of Western Australia, Crawley, WA, Australia; Harry Perkins Institute of Medical Research, Murdoch, WA, Australia; Department of Cardiology, Fiona Stanley Hospital, Murdoch, WA, Australia; CardioInnovate Translational Lab - WA, Victor Chang Cardiac Research Institute, Darlinghurst, Sydney, NSW, Australia. Electronic address: girish.dwivedi@perkins.uwa.edu.au.
Source: Heart, lung & circulation [Heart Lung Circ] 2026 Jun; Vol. 35 (6), pp. e81-e83. Date of Electronic Publication: 2026 Mar 02.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Australia Country of Publication: Australia NLM ID: 100963739 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1444-2892 (Electronic) Linking ISSN: 14439506 NLM ISO Abbreviation: Heart Lung Circ Subsets: MEDLINE; In Process
Database: MEDLINE Ultimate
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  Data: Artificial Intelligence-Based Frailty Assessment Outperforms Clinical Assessment in Predicting Outcomes After Transcatheter Aortic Valve Implantation.
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  Data: <searchLink fieldCode="AU" term="%22Kumar+AA%22">Kumar AA</searchLink>; Medical School, The University of Western Australia, Crawley, WA, Australia.<br /><searchLink fieldCode="AU" term="%22Huangfu+G%22">Huangfu G</searchLink>; Medical School, The University of Western Australia, Crawley, WA, Australia; Harry Perkins Institute of Medical Research, Murdoch, WA, Australia; Department of Cardiology, Fiona Stanley Hospital, Murdoch, WA, Australia.<br /><searchLink fieldCode="AU" term="%22Kendrick+J%22">Kendrick J</searchLink>; School of Physics, Mathematics, and Computing, The University of Western Australia, Crawley, WA, Australia; Centre for Advanced Technologies in Cancer Research, Perth, WA, Australia.<br /><searchLink fieldCode="AU" term="%22Ong+JSL%22">Ong JSL</searchLink>; Department of Nuclear Medicine, Fiona Stanley Hospital, Murdoch, WA, Australia.<br /><searchLink fieldCode="AU" term="%22Yong+G%22">Yong G</searchLink>; Department of Cardiology, Fiona Stanley Hospital, Murdoch, WA, Australia.<br /><searchLink fieldCode="AU" term="%22Shetty+S%22">Shetty S</searchLink>; Department of Cardiology, Fiona Stanley Hospital, Murdoch, WA, Australia.<br /><searchLink fieldCode="AU" term="%22Lan+NSR%22">Lan NSR</searchLink>; Medical School, The University of Western Australia, Crawley, WA, Australia; Harry Perkins Institute of Medical Research, Murdoch, WA, Australia; Department of Cardiology, Fiona Stanley Hospital, Murdoch, WA, Australia.<br /><searchLink fieldCode="AU" term="%22Ihdayhid+AR%22">Ihdayhid AR</searchLink>; Harry Perkins Institute of Medical Research, Murdoch, WA, Australia; Department of Cardiology, Fiona Stanley Hospital, Murdoch, WA, Australia; Medical School, Curtin University, Perth, WA, Australia.<br /><searchLink fieldCode="AU" term="%22Dwivedi+G%22">Dwivedi G</searchLink>; Medical School, The University of Western Australia, Crawley, WA, Australia; Harry Perkins Institute of Medical Research, Murdoch, WA, Australia; Department of Cardiology, Fiona Stanley Hospital, Murdoch, WA, Australia; CardioInnovate Translational Lab - WA, Victor Chang Cardiac Research Institute, Darlinghurst, Sydney, NSW, Australia. Electronic address: girish.dwivedi@perkins.uwa.edu.au.
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  Data: <searchLink fieldCode="JN" term="%22100963739%22">Heart, lung & circulation</searchLink> [Heart Lung Circ] 2026 Jun; Vol. 35 (6), pp. e81-e83. <i>Date of Electronic Publication: </i>2026 Mar 02.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier+Australia%22">Elsevier Australia </searchLink><i>Country of Publication: </i>Australia <i>NLM ID: </i>100963739 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1444-2892 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214439506%22">14439506 </searchLink><i>NLM ISO Abbreviation: </i>Heart Lung Circ <i>Subsets: </i>MEDLINE; In Process
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      – Type: doi
        Value: 10.1016/j.hlc.2025.12.015
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      – Code: eng
        Text: English
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        StartPage: e81
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      – TitleFull: Artificial Intelligence-Based Frailty Assessment Outperforms Clinical Assessment in Predicting Outcomes After Transcatheter Aortic Valve Implantation.
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            – D: 01
              M: 06
              Text: 2026 Jun
              Type: published
              Y: 2026
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