Novel nested patch-based feature extraction model for automated Parkinson's Disease symptom classification using MRI images
Novel nested patch-based feature extraction model for automated Parkinson's Disease symptom classification using MRI images
Ela Kaplan,E. Altunışık,11 Authors,Usha R. Acharya
2022 · DOI: 10.1016/j.cmpb.2022.107030
43 Citations
TLDR
A handcrafted image classification model that can accurately classify different PD stages, detect comorbid dementia, and discriminate PD-related motor symptoms is proposed and is named nested patch- PHOG-multiple feature selectors and multiple classifiers-IMV (NP-PHOG-MFSMCIMV).