Machine learning models for Parkinson’s disease detection and stage classification based on spatial-temporal gait parameters
Marta Isabel A.S.N Ferreira, Fábio Augusto Barbieri, Vinícius Christianini Moreno, Tiago Penedo, João Manuel R.S. Tavares
Topics & Concepts
GaitNaive Bayes classifierParkinson's diseaseRandom forestGold standard (test)Artificial intelligenceStage (stratigraphy)Physical medicine and rehabilitationReceiver operating characteristicMachine learningDiseaseComputer scienceMedicinePathologyInternal medicineSupport vector machinePaleontologyBiologyBalance, Gait, and Falls PreventionParkinson's Disease Mechanisms and TreatmentsVoice and Speech Disorders