Real-time detection of freezing of gait in Parkinson’s disease using multi-head convolutional neural networks and a single inertial sensor
Luigi Borzì, Luis Sigcha, Daniel Rodríguez-Martín, Gabriella Olmo
Topics & Concepts
Computer scienceConvolutional neural networkWearable computerGaitInertial measurement unitData setArtificial intelligenceSet (abstract data type)Artificial neural networkPattern recognition (psychology)SimulationReal-time computingPhysical medicine and rehabilitationMedicineEmbedded systemProgramming languageBalance, Gait, and Falls PreventionParkinson's Disease and Spinal DisordersNeurological disorders and treatments