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An effective AI model for automatically detecting arteriovenous fistula stenosis

In this study, a novel artificial intelligence (AI) model is proposed to detect stenosis in arteriovenous fistulas (AVFs) using inexpensive and non-invasive audio recordings. The proposed model is a combination of two new input features based on short-time Fourier transform (STFT) and sample entropy...

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Detalles Bibliográficos
Autores principales: Song, Wheyming Tina, Chen, Chang Chiang, Yu, Zi-Wei, Huang, Hao-Chuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10582155/
https://www.ncbi.nlm.nih.gov/pubmed/37848465
http://dx.doi.org/10.1038/s41598-023-35444-6