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

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 sound of AV...

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Detalles Bibliográficos
Autores principales: Zhou, George, Chen, Yunchan, Chien, Candace, Revatta, Leslie, Ferdous, Jannatul, Chen, Michelle, Deb, Shourov, De Leon Cruz, Sol, Wang, Alan, Lee, Benjamin, Sabuncu, Mert R., Browne, William, Wun, Herrick, Mosadegh, Bobak
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10474109/
https://www.ncbi.nlm.nih.gov/pubmed/37658233
http://dx.doi.org/10.1038/s41746-023-00894-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10474109/
https://www.ncbi.nlm.nih.gov/pubmed/37658233
http://dx.doi.org/10.1038/s41746-023-00894-9

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