Predicting radiocephalic arteriovenous fistula success with machine learning

Abstract After creation of a new arteriovenous fistula (AVF), assessment of readiness for use is an important clinical task. Accurate prediction of successful use is challenging, and augmentation of the physical exam with ultrasound has become routine. Herein, we propose a point-of-care tool based o...

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Bibliographic Details
Published in:npj Digital Medicine
Main Authors: Patrick Heindel, Tanujit Dey, Jessica D. Feliz, Dirk M. Hentschel, Deepak L. Bhatt, Mohammed Al-Omran, Michael Belkin, C. Keith Ozaki, Mohamad A. Hussain
Format: Article
Language:English
Published: Nature Portfolio 2022-10-01
Online Access:https://doi.org/10.1038/s41746-022-00710-w