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AI task-shifting for echocardiographic LVEF assessment in Singapore: an economic evaluation.

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Title: AI task-shifting for echocardiographic LVEF assessment in Singapore: an economic evaluation.
Authors: Kaushik A; Saw Swee Hock School of Public Health, National University of Singapore, 12 Science Drive 2, 117549  Singapore., Senanayake S; Health Services Research & Population Health, Duke-NUS Medical School, 8 College Rd, 169857  Singapore.; National Heart Research Institute Singapore, National Heart Centre, 5 Hospital Drive, 169609  Singapore.; Australian Centre for Health Services Innovation (AusHSI), Queensland University of Technology, 60 Musk Avenue, Kelvin Grove, Brisbane, QLD 4059, Australia., Kularatna S; Health Services Research & Population Health, Duke-NUS Medical School, 8 College Rd, 169857  Singapore.; National Heart Research Institute Singapore, National Heart Centre, 5 Hospital Drive, 169609  Singapore.; Australian Centre for Health Services Innovation (AusHSI), Queensland University of Technology, 60 Musk Avenue, Kelvin Grove, Brisbane, QLD 4059, Australia., Yeo KK; Health Services Research & Population Health, Duke-NUS Medical School, 8 College Rd, 169857  Singapore., Graves N; Health Services Research & Population Health, Duke-NUS Medical School, 8 College Rd, 169857  Singapore., Lam CSP; Health Services Research & Population Health, Duke-NUS Medical School, 8 College Rd, 169857  Singapore.; Australian Centre for Health Services Innovation (AusHSI), Queensland University of Technology, 60 Musk Avenue, Kelvin Grove, Brisbane, QLD 4059, Australia., Weiting H; Health Services Research & Population Health, Duke-NUS Medical School, 8 College Rd, 169857  Singapore.; Australian Centre for Health Services Innovation (AusHSI), Queensland University of Technology, 60 Musk Avenue, Kelvin Grove, Brisbane, QLD 4059, Australia., Chandramouli C; Health Services Research & Population Health, Duke-NUS Medical School, 8 College Rd, 169857  Singapore.; National Heart Research Institute Singapore, National Heart Centre, 5 Hospital Drive, 169609  Singapore., Tromp J; Saw Swee Hock School of Public Health, National University of Singapore, 12 Science Drive 2, 117549  Singapore.; Australian Centre for Health Services Innovation (AusHSI), Queensland University of Technology, 60 Musk Avenue, Kelvin Grove, Brisbane, QLD 4059, Australia.; Department of Cardiology, University Medical Centre Groningen, University of Groningen, Hanzeplein, 19713 GZ Groningen, The Netherlands.
Source: ESC heart failure [ESC Heart Fail] 2026 May 05; Vol. 13 (3).
Publication Type: Journal Article
Journal Info: Publisher: John Wiley & Sons Ltd on behalf of the European Society of Cardiology Country of Publication: England NLM ID: 101669191 Publication Model: Print Cited Medium: Internet ISSN: 2055-5822 (Electronic) Linking ISSN: 20555822 NLM ISO Abbreviation: ESC Heart Fail Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Kaushik+A%22">Kaushik A</searchLink>; Saw Swee Hock School of Public Health, National University of Singapore, 12 Science Drive 2, 117549  Singapore.<br /><searchLink fieldCode="AU" term="%22Senanayake+S%22">Senanayake S</searchLink>; Health Services Research & Population Health, Duke-NUS Medical School, 8 College Rd, 169857  Singapore.; National Heart Research Institute Singapore, National Heart Centre, 5 Hospital Drive, 169609  Singapore.; Australian Centre for Health Services Innovation (AusHSI), Queensland University of Technology, 60 Musk Avenue, Kelvin Grove, Brisbane, QLD 4059, Australia.<br /><searchLink fieldCode="AU" term="%22Kularatna+S%22">Kularatna S</searchLink>; Health Services Research & Population Health, Duke-NUS Medical School, 8 College Rd, 169857  Singapore.; National Heart Research Institute Singapore, National Heart Centre, 5 Hospital Drive, 169609  Singapore.; Australian Centre for Health Services Innovation (AusHSI), Queensland University of Technology, 60 Musk Avenue, Kelvin Grove, Brisbane, QLD 4059, Australia.<br /><searchLink fieldCode="AU" term="%22Yeo+KK%22">Yeo KK</searchLink>; Health Services Research & Population Health, Duke-NUS Medical School, 8 College Rd, 169857  Singapore.<br /><searchLink fieldCode="AU" term="%22Graves+N%22">Graves N</searchLink>; Health Services Research & Population Health, Duke-NUS Medical School, 8 College Rd, 169857  Singapore.<br /><searchLink fieldCode="AU" term="%22Lam+CSP%22">Lam CSP</searchLink>; Health Services Research & Population Health, Duke-NUS Medical School, 8 College Rd, 169857  Singapore.; Australian Centre for Health Services Innovation (AusHSI), Queensland University of Technology, 60 Musk Avenue, Kelvin Grove, Brisbane, QLD 4059, Australia.<br /><searchLink fieldCode="AU" term="%22Weiting+H%22">Weiting H</searchLink>; Health Services Research & Population Health, Duke-NUS Medical School, 8 College Rd, 169857  Singapore.; Australian Centre for Health Services Innovation (AusHSI), Queensland University of Technology, 60 Musk Avenue, Kelvin Grove, Brisbane, QLD 4059, Australia.<br /><searchLink fieldCode="AU" term="%22Chandramouli+C%22">Chandramouli C</searchLink>; Health Services Research & Population Health, Duke-NUS Medical School, 8 College Rd, 169857  Singapore.; National Heart Research Institute Singapore, National Heart Centre, 5 Hospital Drive, 169609  Singapore.<br /><searchLink fieldCode="AU" term="%22Tromp+J%22">Tromp J</searchLink>; Saw Swee Hock School of Public Health, National University of Singapore, 12 Science Drive 2, 117549  Singapore.; Australian Centre for Health Services Innovation (AusHSI), Queensland University of Technology, 60 Musk Avenue, Kelvin Grove, Brisbane, QLD 4059, Australia.; Department of Cardiology, University Medical Centre Groningen, University of Groningen, Hanzeplein, 19713 GZ Groningen, The Netherlands.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22John+Wiley+%26+Sons+Ltd+on+behalf+of+the+European+Society+of+Cardiology%22">John Wiley & Sons Ltd on behalf of the European Society of Cardiology </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101669191 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>2055-5822 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220555822%22">20555822 </searchLink><i>NLM ISO Abbreviation: </i>ESC Heart Fail <i>Subsets: </i>MEDLINE
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        Value: 10.1093/eschf/xvag069
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        Text: English
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            – D: 05
              M: 05
              Text: 2026 May 05
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              Y: 2026
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