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Tensor decomposition and machine learning for the detection of arteriovenous fistula stenosis: An initial evaluation
Duplex ultrasound (DUS) is the most widely used method for surveillance of arteriovenous fistulae (AVF) created for dialysis. However, DUS is poor at predicting AVF outcomes and there is a need for novel methods that can more accurately evaluate multidirectional AVF flow. In this study we aimed to e...
Autores principales: | Poushpas, Sepideh, Normahani, Pasha, Kisil, Ilya, Szubert, Ben, Mandic, Danilo P., Jaffer, Usman |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10368269/ https://www.ncbi.nlm.nih.gov/pubmed/37490491 http://dx.doi.org/10.1371/journal.pone.0286952 |
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