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20222026
most citedSuperficial White Matter Analysis: An Efficient Point-cloud-based Deep Learning Framework with Supervised Contrastive Learning for Consistent Tractography Parcellation across Populations and dMRI Acquisitions

58 citations · 146 across the 36 of their papers we have counts for

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cs.CV2026

FiberGeoText: A Vision-Language Model for Population- Level Organization of Superficial White Matter

Yuqian Chen, R. Jarrett Rushmore, Guikun Chen +5

The superficial white matter (SWM), a critical brain region for cognition across the lifespan and brain disease, contains abundant short-range association fibers whose organization…

cs.CV2026

TractoRC: A Unified Probabilistic Learning Framework for Joint Tractography Registration and Clustering

Yijie Li, Xi Zhu, Junyi Wang +3

Diffusion MRI tractography enables in vivo reconstruction of white matter (WM) pathways. Two key tasks in tractography analysis include: 1) tractogram registration that aligns stre…