Crossmark

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

Crossref DOI link: https://doi.org/10.1038/s41598-026-49726-2

Published Online: 2026-04-21

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Cho, Ara

Ahn, Sanghyun

Kim, Jang Yong

Hyun, JungKyun

Kim, YongHwan

Kim, Hyangkyoung https://orcid.org/0000-0002-2021-815X
Funding

Funding for this research was provided by:

Lee Yong Gak Research fund of the Korean Society for Vascular Surgery
License Information

Text and Data Mining valid from 2026-04-21

Accepted Manuscript valid from 2026-04-21
More Information

Article History

Received: 9 November 2025

Accepted: 16 April 2026

First Online: 21 April 2026

Declarations

:

: The authors declare no competing interests.

Document is current

Any future updates will be listed below