Strain Curve Classification Using Supervised Machine Learning Algorithm with Physiologic Constraints.

Speckle tracking echocardiography (STE) enables quantification of myocardial deformation by a generation of spatiotemporal strain curves or time-strain curves (TSCs). Currently, only assessment of peak global longitudinal strain is employed in clinical practice because of the uncertainty in the accu...

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Bibliographic Details
Published in:Ultrasound in Medicine & Biology Vol. 46; no. 9; pp. 2424 - 2439
Main Authors: Yahav, Amir, Zurakhov, Grigoriy, Adler, Omri, Adam, Dan
Format: research Journal Article
Published: Elsevier B.V. Sep2020
Online Access:View this record in EBSCOhost