Brain Connectivity for Subtypes of Parkinson's Disease using structural MRI.

Tanmayee SamantarayJitender SainiPramod Kumar Pal Cota Navin Gupta

Published in: Biomedical physics & engineering express (2024)

MRI-based data-driven subtypes show frontal and temporal lobe playing key role in PD. Graph theory-driven brain network analyses could untangle subtype-specific differences in structural brain connections showing differential network architecture. Replication of these initial results in other Parkinson's datasets may be explored in future. Clinical Relevance- Investigating structural brain connections in Parkinson's disease may provide subtype-specific treatment.

Keyphrases

resting state
functional connectivity
white matter
magnetic resonance imaging
cerebral ischemia
multiple sclerosis
computed tomography
magnetic resonance
working memory
convolutional neural network
brain injury
deep learning
rna seq
smoking cessation