Fast automatic segmentation of thalamic nuclei from MP2RAGE acquisition at 7 Tesla.

Ritobrato DattaMicky K BacchusDushyant KumarMark A ElliottAditya RaoSudipto DoluiRavinder ReddyBrenda L Banwell Manojkumar Saranathan

Published in: Magnetic resonance in medicine (2020)

THOMAS algorithm can successfully segment thalamic nuclei in MP2RAGE images with essentially equivalent quality as WMn-MPRAGE, widening its applicability in studies focused on thalamic involvement in aging and disease.

Keyphrases

deep learning
deep brain stimulation
convolutional neural network
machine learning
magnetic resonance
neural network