A Deep Learning Framework for Design and Analysis of Surgical Bioprosthetic Heart Valves.

Balu, Aditya

A Deep Learning Framework for Design and Analysis of Surgical Bioprosthetic Heart Valves. [electronic resource] - Scientific reports 12 2019 - 18560 p. digital

Publication Type: Journal Article; Research Support, N.I.H., Extramural; Research Support, U.S. Gov't, Non-P.H.S.

2045-2322

10.1038/s41598-019-54707-9 doi


Biomechanical Phenomena
Bioprosthesis--adverse effects
Computer-Aided Design
Decision Support Techniques
Deep Learning
Feasibility Studies
Finite Element Analysis
Heart Valve Prosthesis--adverse effects
Heart Valve Prosthesis Implantation--adverse effects
Heart Valves--diagnostic imaging
Humans
Image Processing, Computer-Assisted--methods
Models, Cardiovascular
Prosthesis Design--methods
Prosthesis Failure
Tomography, X-Ray Computed