Cho, A., Ahn, S., Kim, J. Y., Hyun, J., Kim, Y., Kim, H. (2026). Artificial intelligence-based prediction of radio-cephalic arteriovenous fistula maturation using preoperative duplex examination: a retrospective multicenter cohort study. Scientific Reports. https://doi.org/10.1038/s41598-026-49726-2