Neurodegenerative diseases have shown an increasing incidence in the older population in
recent years. A significant amount of research has been conducted to characterize these …

Parkinson's disease is a neurodegenerative disorder classically characterized by motor
symptoms. Among them, hypomimia affects facial expressiveness and social communication …

Background The number of patients with neurological diseases is currently increasing
annually, which presents tremendous challenges for both patients and doctors. With the …

Purpose To perform a systematic review on the research on the application of artificial
intelligence (AI) to imaging published in Italy and identify its fields of application, methods …

Parkinson's disease (PD) is typically well recognized by its characteristic motor symptoms
(eg, bradykinesia, rigidity, and tremor). The cognitive symptoms of PD are increasingly being …

Diseases not only manifest as internal structural and functional abnormalities, but also have
facial characteristics and appearance deformities. Specific facial phenotypes are potential …

Introduction Although clinician-based assessment through standardized clinical rating
scales is currently the gold standard for quantifying motor impairment in Parkinson's disease …

Recent years have witnessed a strongly increasing interest in digital technology within
medicine (sensor devices, specific smartphone apps) and specifically also neurology …

Hypomimia and voice changes are soft signs preceding classical motor disability in patients
with Parkinson's disease (PD). We aim to investigate whether an analysis of acoustic and …

We present the first public dataset with videos of oro-facial gestures performed by
individuals with oro-facial impairment due to neurological disorders, such as amyotrophic …