Deep learning analysis of blood flow sounds to detect arteriovenous fistula stenosis

Abstract For hemodialysis patients, arteriovenous fistula (AVF) patency determines whether adequate hemofiltration can be achieved, and directly influences clinical outcomes. Here, we report the development and performance of a deep learning model for automated AVF stenosis screening based on the so...

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書誌詳細

出版年:	npj Digital Medicine
主要な著者:	George Zhou, Yunchan Chen, Candace Chien, Leslie Revatta, Jannatul Ferdous, Michelle Chen, Shourov Deb, Sol De Leon Cruz, Alan Wang, Benjamin Lee, Mert R. Sabuncu, William Browne, Herrick Wun, Bobak Mosadegh
フォーマット:	論文
言語:	英語
出版事項:	Nature Portfolio 2023-09-01
オンライン･アクセス:	https://doi.org/10.1038/s41746-023-00894-9