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20202025
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 · 167 across the 37 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

eess.IV2021★ 6 cited

A review and experimental evaluation of deep learning methods for MRI reconstruction

Arghya Pal, Yogesh Rathi

Following the success of deep learning in a wide range of applications, neural network-based machine-learning techniques have received significant interest for accelerating magneti…

cs.CV2021

Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation

Yuqian Chen, Chaoyi Zhang, Yang Song +5

White matter fiber clustering (WMFC) enables parcellation of white matter tractography for applications such as disease classification and anatomical tract segmentation. However, t…