Aortic Annulus Detection Based on Deep Learning for Transcatheter Aortic Valve Replacement Using Cardiac Computed Tomography.

Yongwon Cho,Soojung Park,Sung Ho Hwang,Minseok Ko,Do-Sun Lim,Cheol Woong Yu,Seong-Mi Park,Mi-Na Kim,Yu-Whan Oh,Guang Yang

Journal of Korean medical science（2023）

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Abstract

Our deep learning framework was feasible to detect the 3D complex structure of the aortic annulus plane using cardiac CT for TAVR. The performance of our algorithms was higher than other convolutional neural networks.

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Key words

Annulus Plane, Cardiac Image Analysis, Convolutional Neural Network, Deep Learning TAVR

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