Improvement of Performance in Freezing of Gait detection in Parkinson’s Disease using Transformer networks and a single waist-worn triaxial accelerometer
Luis Sigcha, Luigi Borzì, Ignacio Pavón, Nélson Costa, Susana Costa, Pedro Arezes, Juan Manuel López, Guillermo de Arcas
Topics & Concepts
AccelerometerComputer scienceWaistTransformerParkinson's diseaseGaitSimulationPhysical medicine and rehabilitationMedicineDiseaseVoltageElectrical engineeringEngineeringInternal medicineObesityPathologyOperating systemBalance, Gait, and Falls PreventionMuscle activation and electromyography studiesDiabetic Foot Ulcer Assessment and Management