Objective and automatic classification of Parkinson disease with Leap Motion controller.

Butt, A H; Rovini, E; Dolciotti, C; De Petris, G; Bongioanni, P; Carboncini, M C; Cavallo, F

Butt, A H; Rovini, E; Dolciotti, C; De Petris, G; Bongioanni, P; Carboncini, M C; Cavallo, F.

Affiliation

Butt AH; BioRobotics Institute, Scuola Superiore Sant'Anna, Pontedera, Italy.
Rovini E; BioRobotics Institute, Scuola Superiore Sant'Anna, Pontedera, Italy.
Dolciotti C; Institute of Information Science and Technologies National Research Council, Pisa, Italy.
De Petris G; Telecom Italia, WHITE Lab (Wellbeing and Health Innovative Technologies Lab), Pisa, Italy.
Bongioanni P; Severe Acquired Brain Injuries Department Section, Azienda Ospedaliera Universitaria Pisana, Pisa, Italy.
Carboncini MC; Neurocare Onlus, Pisa, Italy.
Cavallo F; Severe Acquired Brain Injuries Department Section, Azienda Ospedaliera Universitaria Pisana, Pisa, Italy.

Biomed Eng Online ; 17(1): 168, 2018 Nov 12.

Article in En | MEDLINE | ID: mdl-30419916

Subject(s)

Parkinson Disease/diagnostic imaging; Signal Processing, Computer-Assisted; Aged; Aged, 80 and over; Area Under Curve; Bayes Theorem; Exercise; Female; Fingers/physiopathology; Hand; Humans; Italy; Machine Learning; Male; Middle Aged; Models, Statistical; Motion; Motor Skills; Parkinson Disease/classification; Reproducibility of Results; Sensitivity and Specificity; Software; Support Vector Machine; Tremor/physiopathology

Key words

Features selection; Leap Motion; Motion analysis; Objective diagnosis in Parkinson; Supervised learning

Fulltext

XML

PubMed Links

Search on Google

Full text: 1 Collection: 01-internacional Health context: 1_ASSA2030 Database: MEDLINE Main subject: Parkinson Disease / Signal Processing, Computer-Assisted Type of study: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Limits: Aged / Aged80 / Female / Humans / Male / Middle aged Country/Region as subject: Europa Language: En Journal: Biomed Eng Online Year: 2018 Document type: Article

Fulltext

XML

PubMed Links

Search on Google