Predicting future occlusion or stenosis of lower extremity bypass grafts using artificial intelligence to simultaneously analyze all flow velocities collected in current and previous ultrasound examinations

Predicting future occlusion or stenosis of lower extremity bypass grafts using artificial intelligence to simultaneously analyze all flow velocities collected in current and previous ultrasound examinations

Objective: Routine surveillance with duplex ultrasound (DUS) examination is recommended after femoral-popliteal and femoral-tibial-pedal vein bypass grafts with various intervals postoperatively. The presently used methodology to analyze bypass graft DUS examination does not use all the available da...

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Bibliographic Details
Main Authors: Xiao Luo, PhD, Fattah Muhammad Tahabi, BS, Dave M. Rollins, RVT, Alan P. Sawchuk, MD
Format: Article
Language:English
Published: Elsevier 2024-01-01
Series:JVS - Vascular Science
Subjects:
Bypass graft
Stenosis
Occlusion
Duplex ultrasound
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2666350324000038
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