2 papers
cs.LG2026
AG-TAL: Anatomically-Guided Topology-Aware Loss for Multiclass Segmentation of the Circle of Willis Using Large-Scale Multi-Center Datasets
Jialu Liu, Yue Cui, Shan Yu
Accurate multiclass segmentation of the Circle of Willis (CoW) is essential for neurovascular disease management but remains challenging due to complex vascular topology and variab…
q-bio.NC2024
Individual brain parcellation: Review of methods, validations and applications
Chengyi Li, Shan Yu, Yue Cui
Individual brains vary greatly in morphology, connectivity and organization. The applicability of group-level parcellations is limited by the rapid development of precision medicin…