Keywords Arteriovenous fistula Maintenance hemodialysis Machine learning Vascular Surgery Get full text access Log in, subscribe or purchase for full access. REFERENCES 1. Lok, C.E. ∙ Huber, T.S. ∙ Lee, T. ... KDOQI Clinical Practice Guideline for Vascular Access: 2019 Update Am J Kidney Dis. 2020; 75(4 Suppl 2):S1-s164 2. Lok, C.E. ∙ Huber, T.S. ∙ Orchanian-Cheff, A. ... Arteriovenous Access for Hemodialysis: A Review Jama. 2024; 331(15):1307-1317 3. Huber, T.S. ∙ Berceli, S.A. ∙ Scali, S.T. ...