Artificial intelligence for the evaluation of peripheral artery disease using arterial Doppler waveforms to predict abnormal ankle-brachial index.

Robert D McBane IiDennis H MurphreeDavid LiedlFrancisco Lopez-JimenezItzhak Zachi AttiaAdelaide Arruda-OlsonChristopher G ScottNaresh ProdduturiSteve E NowakowskiThom W RookeAna I CasanegraWaldemar E WysokinskiKeith E SwansonDamon E HoughtonHaraldur BjarnasonPaul W Wennberg

Published in: Vascular medicine (London, England) (2022)

An artificial intelligence-enabled analysis of a resting Doppler arterial waveform permits identification of PAD at a clinically relevant performance level.

Keyphrases

artificial intelligence
peripheral artery disease
machine learning
big data
deep learning
blood flow
heart rate
heart rate variability
blood pressure
bioinformatics analysis