15 citations · 17 across the 7 of their papers we have counts for
7 papers
Thalamic nuclei segmentation from T-weighted MRI: unifying and benchmarking state-of-the-art methods with young and old cohorts
Brendan Williams, Dan Nguyen, Julie Vidal +2
The thalamus and its constituent nuclei are critical for a broad range of cognitive and sensorimotor processes, and implicated in many neurological and neurodegenerative conditions…
Robust thalamic nuclei segmentation from T1-weighted MRI
Julie P. Vidal, Lola Danet, Patrice Péran +5
Accurate segmentation of thalamic nuclei, crucial for understanding their role in healthy cognition and in pathologies, is challenging to achieve on standard T1-weighted (T1w) magn…
A Contrast Synthesized Thalamic Nuclei Segmentation Scheme using Convolutional Neural Networks
Lavanya Umapathy, Mahesh Bharath Keerthivasan, Natalie M. Zahr +2
Thalamic nuclei have been implicated in several neurological diseases. WMn-MPRAGE images have been shown to provide better intra-thalamic nuclear contrast compared to conventional…
Fast automatic segmentation of thalamic nuclei from MP2RAGE acquisition at 7 Tesla
Ritobrato Datta, Micky K. Bacchus, Dushyant Kumar +6
Purpose: Thalamic nuclei are largely invisible in conventional MRI due to poor contrast. Thalamus Optimized Multi-Atlas Segmentation (THOMAS) provides automatic segmentation of 12…
A systematic comparison of structural, structural connectivity, and functional connectivity based thalamus parcellation techniques
Charles Iglehart, Martin Monti, Joshua Cain +2
The thalamus consists of several histologically and functionally distinct nuclei increasingly implicated in brain pathology and important for treatment, motivating the need for dev…
Automated Thalamic Nuclei Segmentation Using Multi-Planar Cascaded Convolutional Neural Networks
Mohammad S Majdi, Mahesh B Keerthivasan, Brian K Rutt +3
A cascaded multi-planar scheme with a modified residual U-Net architecture was used to segment thalamic nuclei on conventional and white-matter-nulled (WMn) magnetization prepared…