Prediction of Freezing of Gait in Parkinson’s Disease Using Wearables and Machine Learning

Luigi Borzì, Ivan Mazzetta, Alessandro Zampogna, +3

Sensors

l-DOPA and Freezing of Gait in Parkinson’s Disease: Objective Assessment through a Wearable Wireless System

Antonio Suppa, Ardian Kita, Giorgio Leodori, +5

Frontiers in Neurology

Wearable Sensors System for an Improved Analysis of Freezing of Gait in Parkinson’s Disease Using Electromyography and Inertial Signals

Ivan Mazzetta, Alessandro Zampogna, Antonio Suppa, +3

Sensors

Gait AnalysisWearable SystemNeuromuscular CoordinationAccelerometerWearable Technology +24

Freezing of gait in Parkinson’s disease: gray and white matter abnormalities

Sara Pietracupa, Antonio Suppa, Neeraj Upadhyay, +9

Journal of Neurology

White Matter AbnormalitiesNeurodegenerative DiseasesNeurological DisorderNeuroanatomyParkinson Disease +7

Abnormal Cerebellar Connectivity Patterns in Patients with Parkinson’s Disease and Freezing of Gait

Komal Bharti, Antonio Suppa, Sara Pietracupa, +10

The Cerebellum

Neurodegenerative DiseasesNeurophysiologyNeuroanatomyParkinson DiseaseMedicine +13

Machine-Learning Analysis of Voice Samples Recorded through Smartphones: The Combined Effect of Ageing and Gender

Francesco Asci, Giovanni Costantini, Pietro Leo, +5

Sensors

Aberrant functional connectivity in patients with Parkinson’s disease and freezing of gait: a within- and between-network analysis

Komal Bharti, Antonio Suppa, Sara Pietracupa, +10

Brain Imaging and Behavior

NeurorehabilitationNeurological FunctioningMedicineParkinson DiseaseNeurological Function +12

Axial impairment and falls in Parkinson’s disease: 15 years of subthalamic deep brain stimulation

Alessandro Zampogna, Francesco Cavallieri, Francesco Bove, +12

npj Parkinson s Disease

Axial Impairment ProgressionNeurological DisorderInterdisciplinary NeurosurgeryBrain LesionSocial Sciences +16

The effect of gamma oscillations in boosting primary motor cortex plasticity is greater in young than older adults

Andrea Guerra, Francesco Asci, Alessandro Zampogna, +3

Clinical Neurophysiology

Synaptic PlasticityNeuropsychologyNeurophysiologyMedicineCortical Remodeling +12

Machine Learning and Wearable Sensors for the Early Detection of Balance Disorders in Parkinson’s Disease

Francesco Castelli Gattinara Di Zubiena, Greta Menna, Ilaria Mileti, +6

Sensors

Wearable SystemEngineeringMachine LearningBalance DisordersWearable Technology +19