Artificial intelligence-based prediction of radio-cephalic arteriovenous fistula maturation using preoperative duplex examination: a retrospective multicenter cohort study

A Ara Cho S Sanghyun Ahn J Jang Yong Kim J JungKyun Hyun Y YongHwan Kim H Hyangkyoung Kim

Article Details

Volume / Issue Vol. 16, Issue 1
Published April 21, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (6)

A

Ara Cho

S

Sanghyun Ahn

J

Jang Yong Kim

J

JungKyun Hyun

Y

YongHwan Kim

H

Hyangkyoung Kim