Automated Detection of Aortic Stenosis Using Machine Learning |
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| Affiliation: | 1. CardioVascular Center, Tufts Medical Center, Boston, Massachusetts;2. Department of Computer Science, Tufts University, Medford, Massachusetts;3. CVAI Solutions, Dorchester, Massachusetts;4. Department of Medicine, Tufts Medical Center, Boston, Massachusetts;5. iCardio.ai, Los Angeles, California;1. University of Rennes, CHU Rennes, Inserm, Rennes, France;2. University of Lille, Inserm, CHU Lille, Institut Pasteur de Lille, U1011- EGID, Lille, France;3. Cardiovascular Research Foundation, New York, New York;4. Marcus Heart Valve Center, Piedmont Heart Institute, Atlanta, Georgia |
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| Abstract: | |
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| Keywords: | Aortic stenosis Screening Machine learning Echocardiography Transthoracic Echocardiography 2D" },{" #name" :" keyword" ," $" :{" id" :" kwrd0040" }," $$" :[{" #name" :" text" ," _" :" Two-dimensional A4C" },{" #name" :" keyword" ," $" :{" id" :" kwrd0050" }," $$" :[{" #name" :" text" ," _" :" Apical four-chamber AoV" },{" #name" :" keyword" ," $" :{" id" :" kwrd0060" }," $$" :[{" #name" :" text" ," _" :" Aortic valve AS" },{" #name" :" keyword" ," $" :{" id" :" kwrd0070" }," $$" :[{" #name" :" text" ," _" :" Aortic stenosis AUROC" },{" #name" :" keyword" ," $" :{" id" :" kwrd0080" }," $$" :[{" #name" :" text" ," _" :" Area under the receiver operating characteristic curve ML" },{" #name" :" keyword" ," $" :{" id" :" kwrd0090" }," $$" :[{" #name" :" text" ," _" :" Machine learning PLAX" },{" #name" :" keyword" ," $" :{" id" :" kwrd0100" }," $$" :[{" #name" :" text" ," _" :" Parasternal long-axis PSAX" },{" #name" :" keyword" ," $" :{" id" :" kwrd0110" }," $$" :[{" #name" :" text" ," _" :" Parasternal short-axis TMED-2" },{" #name" :" keyword" ," $" :{" id" :" kwrd0120" }," $$" :[{" #name" :" text" ," _" :" Tufts Medical Echocardiogram Dataset, version 2 TTE" },{" #name" :" keyword" ," $" :{" id" :" kwrd0130" }," $$" :[{" #name" :" text" ," _" :" Transthoracic echocardiographic |
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