Point-of-care screening for heart failure with reduced ejection fraction using artificial intelligence during ECG-enabled stethoscope examination in London, UK: a prospective, observational, multicentre study

Point-of-care screening for heart failure with reduced ejection fraction using artificial intelligence during ECG-enabled stethoscope examination in London, UK: a prospective, observational, multicentre study

Background: Most patients who have heart failure with a reduced ejection fraction, when left ventricular ejection fraction (LVEF) is 40% or lower, are diagnosed in hospital. This is despite previous presentations to primary care with symptoms. We aimed to test an artificial intelligence (AI) algorit...

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Bibliographic Details
Main Authors: Ali, A. (Author), Alquero, R. (Author), Bachtiger, P. (Author), Bual, N. (Author), Cheung, W.-S (Author), Dumea, B. (Author), Fragoyannis, A. (Author), Hatrick, I.R (Author), Keene, D. (Author), Kelshiker, M.A (Author), Kramer, D.B (Author), Padam, P.S (Author), Peters, N.S (Author), Petri, C.F (Author), Plymen, C.M (Author), Rana, B. (Author), Ri Park, S. (Author), Ribeiro, M. (Author), Sahemey, H.K (Author), Scott, F.E (Author), Shun-Shin, M. (Author)
Format: Article
Language:English
Published: Elsevier Ltd 2022
Subjects:
adult
aged
Aged
area under the curve
Article
artificial intelligence
Artificial Intelligence
clinical trial
controlled study
diagnostic accuracy
diagnostic test accuracy study
electrocardiography
Electrocardiography
England
false positive result
female
Female
heart failure
Heart Failure
heart failure with reduced ejection fraction
heart left ventricle ejection fraction
human
Humans
major clinical study
male
Male
middle aged
Middle Aged
multicenter study
Neural Networks, Computer
observational study
physical examination
Physical Examination
point of care system
Point-of-Care Systems
procedures
Prospective Studies
prospective study
receiver operating characteristic
sensitivity and specificity
stethoscope
Stethoscopes
transthoracic echocardiography
United Kingdom
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