Vasculature segmentation in 3D hierarchical phase-contrast tomography images of human kidneys
Yashvardhan Jain, Claire Walsh, Ekin Yağış, Shahab Aslani, Sonal Nandanwar, Yang Zhou, Juhyung Ha, Katherine S. Gustilo, Joseph Brunet, Shahrokh Rahmani, Paul Tafforeau, Alexandre Bellier, Griffin M. Weber, Peter David Lee, Katy Börner
The paper presents a benchmark for 3D blood vessel segmentation in human kidney phase-contrast tomography images using top-performing deep learning solutions from a global competition.
Nature Communications · Jul 3, 2026Peer-reviewedBioinformatics