Prior‐guided individualized thalamic parcellation based on local diffusion characteristics

• Published in: Human brain mapping Vol. 45; no. 4; pp. e26646 - n/a
• Main Authors: Gao, Chaohong, Wu, Xia, Wang, Yaping, Li, Gang, Ma, Liang, Wang, Changshuo, Xie, Sangma, Chu, Congying, Madsen, Kristoffer Hougaard, Hou, Zhongyu, Fan, Lingzhong
• Format: Journal Article
• Language: English
• Published: Hoboken, USA John Wiley & Sons, Inc 01.03.2024
• Subjects: Brain; Cerebral Cortex; Clustering; Cognition; Customization; Datasets; diffusion MRI; Humans; individualized brain mapping; Labeling; machine learning; Methods; Multilayer perceptrons; Neuromodulation; Nuclei; orientation distribution function; Reproducibility of Results; Statistical analysis; Thalamic Nuclei; thalamic parcellation; Thalamus; Thalamus - diagnostic imaging; Therapeutic targets; diffusion MRI; orientation distribution function; individualized brain mapping; machine learning; thalamic parcellation

Comprising numerous subnuclei, the thalamus intricately interconnects the cortex and subcortex, orchestrating various facets of brain functions. Extracting personalized parcellation patterns for these subnuclei is crucial, as different thalamic nuclei play varying roles in cognition and serve as the...