Publications by authors named "Muhammad Abubakar Yamin"
Hum Brain Mapp
April 2023
Article Synopsis
- Multiple sclerosis (MS) is a neurological condition that leads to severe brain damage and changes in brain function, with variations in these effects depending on the MS phase.
- The study discusses a machine learning system that analyzes resting-state functional connectivity (RS FC) data to differentiate between various MS phenotypes and pinpoint crucial functional connections for identifying disease stages.
- The framework demonstrated strong classification performance across all MS types and effectively identified significant RS FC changes that aid in accurate phenotype classification.
