A deep learning algorithm to quantify AVF stenosis and predict 6-month primary patency: a pilot study.

Jae Hyon ParkJongjin YoonInsun ParkYongsik SimSoo Jin KimJong Yun WonKichang Han

Published in: Clinical kidney journal (2022)

The proposed melspectrogram-based DCNN model successfully predicted the degree of AVF stenosis and outperformed ML-based clinical models in predicting 6-month PP.

Keyphrases

deep learning
machine learning
artificial intelligence
convolutional neural network