Novel nested patch-based feature extraction model for automated Parkinson's Disease symptom classification using MRI images
Ela Kaplan, Erman Altunışık, Yasemin Ekmekyapar Fırat, Prabal Datta Barua, Şengül Doğan, Mehmet Bayğın, Fahrettin Burak Demir, Türker Tuncer, Elizabeth E. Palmer, Ru‐San Tan, Ping Yu, Jeffrey Soar, Hamido Fujita, U. Rajendra Acharya
Topics & Concepts
Support vector machinePattern recognition (psychology)Artificial intelligenceHistogram of oriented gradientsFeature extractionComputer sciencePyramid (geometry)Feature selectionMajority ruleFeature (linguistics)HistogramFeature vectorCross-validationMathematicsImage (mathematics)LinguisticsGeometryPhilosophyParkinson's Disease Mechanisms and TreatmentsVoice and Speech DisordersNeurological disorders and treatments