Adopting artificial intelligence in cardiovascular medicine: A scoping review

H Makimoto, T Kohro - Hypertension Research, 2024 - nature.com
Recent years have witnessed significant transformations in cardiovascular medicine, driven
by the rapid evolution of artificial intelligence (AI). This scoping review was conducted to …

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

G Zhou, Y Chen, C Chien, L Revatta, J Ferdous… - NPJ Digital …, 2023 - nature.com
For hemodialysis patients, arteriovenous fistula (AVF) patency determines whether
adequate hemofiltration can be achieved, and directly influences clinical outcomes. Here …

Risk prediction models for autogenous arteriovenous fistula failure in maintenance hemodialysis patients: A systematic review and meta‐analysis

M Han, Q Zhao, J Zhao, X Xue… - World Journal of Surgery, 2024 - Wiley Online Library
Background The aim of this study was to systematically retrieve and evaluate published risk
prediction models for autogenous arteriovenous fistula (AVF) failure post‐formation in …

Evaluating national guideline concordance of recurrent interventions after radiocephalic arteriovenous fistula creation

P Heindel, JJ Fitzgibbon, JD Feliz, DM Hentschel… - Journal of vascular …, 2023 - Elsevier
Objective Radiocephalic arteriovenous fistulas have been historically perceived as requiring
multiple follow-up procedural interventions to achieve maturation and maintain patency …

Predicting recurrent interventions after radiocephalic arteriovenous fistula creation with machine learning and the PREDICT-AVF web app

P Heindel, T Dey, JJ Fitzgibbon… - The Journal of …, 2023 - journals.sagepub.com
Objective: Kidney Disease Outcomes Quality Initiative (KDOQI) guidelines discourage
ongoing access salvage attempts after two interventions prior to successful use or more than …

Elevated plasma leptin levels are associated with vascular access dysfunction in patients on maintenance hemodialysis

TH Yu, WH Tang, WC Hung, TL Lee… - Journal of Clinical …, 2023 - Wiley Online Library
Background Inflammation has been associated with vascular access (VA) dysfunction. The
adipocytokine leptin can directly induce pro‐inflammatory T helper 1 immune responses and …

[HTML][HTML] Computer-assisted image analysis of preexisting histological patterns of the cephalic vein to predict wrist arteriovenous fistula non-maturation

JW Chen, M Ting, PY Chang, CJ Jung… - Journal of the Formosan …, 2025 - Elsevier
Background We used computer-assisted image analysis to determine whether preexisting
histological features of the cephalic vein influence the risk of non-maturation of wrist fistulas …

A systematic review of prediction models on arteriovenous fistula: Risk scores and machine learning approaches

L Meng, P Ho - The Journal of Vascular Access, 2024 - journals.sagepub.com
Objective: Failure-to-mature and early stenosis remains the Achille's heel of hemodialysis
arteriovenous fistula (AVF) creation. The maturation and patency of an AVF can be …

Vein distensibility is superior to vein diameter for predicting unassisted maturation of arteriovenous fistulae

C Woodford, D Zarkowsky, B Wu, AZ Oskowitz… - Journal of Vascular …, 2024 - Elsevier
Background A mature arteriovenous fistula (AVF) is the preferred hemodialysis access
owing to its durability and lower risk of complications. Various factors have been implicated …

Predicting Long-Term Patency of Radiocephalic Arteriovenous Fistulas with Machine Learning and the PREDICT-AVF Web App

JJ Fitzgibbon, M Ruan, P Heindel, A Appah-Sampong… - 2024 - researchsquare.com
The goal of this study was to expand our previously created prediction tool (PREDICT-AVF)
and web app by estimating long-term primary and secondary patency of radiocephalic AVFs …