Cognitive Machine-Learning Algorithm for Cardiac Imaging | Zendy

Partho P. Sengupta | Zendy; YenMin Huang | Zendy; Manish Bansal | Zendy; Ali Ashrafi | Zendy; Matt Fisher | Zendy; Khader Shameer | Zendy; Walt Gall | Zendy; Joel T. Dudley | Zendy

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Cognitive Machine-Learning Algorithm for Cardiac Imaging

Author(s) -

Partho P. Sengupta,

YenMin Huang,

Manish Bansal,

Ali Ashrafi,

Matt Fisher,

Khader Shameer,

Walt Gall,

Joel T. Dudley

Publication year - 2016

Publication title -

circulation cardiovascular imaging

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 2.584

H-Index - 99

eISSN - 1942-0080

pISSN - 1941-9651

DOI - 10.1161/circimaging.115.004330

Subject(s) - medicine , cognition , algorithm , artificial intelligence , machine learning , computer science , psychiatry

Associating a patient's profile with the memories of prototypical patients built through previous repeat clinical experience is a key process in clinical judgment. We hypothesized that a similar process using a cognitive computing tool would be well suited for learning and recalling multidimensional attributes of speckle tracking echocardiography data sets derived from patients with known constrictive pericarditis and restrictive cardiomyopathy.

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