An Integrated Multi-Sensor Approach for the Remote Monitoring of Parkinson’s Disease

Autor: Giovanni Albani, Claudia Ferraris, Roberto Nerino, Antonio Chimienti, Giuseppe Pettiti, Federico Parisi, Gianluigi Ferrari, Nicola Cau, Veronica Cimolin, Corrado Azzaro, Lorenzo Priano, Alessandro Mauro

Publikováno v: Sensors, Vol 19, Iss 21, p 4764 (2019)

The increment of the prevalence of neurological diseases due to the trend in population aging demands for new strategies in disease management. In Parkinson’s disease (PD), these strategies should aim at improving diagnosis accuracy and frequency o

Externí odkaz: https://doaj.org/article/fc838fd231ab4160a034ef0f692c61b8

A Self-Managed System for Automated Assessment of UPDRS Upper Limb Tasks in Parkinson’s Disease

Autor: Claudia Ferraris, Roberto Nerino, Antonio Chimienti, Giuseppe Pettiti, Nicola Cau, Veronica Cimolin, Corrado Azzaro, Giovanni Albani, Lorenzo Priano, Alessandro Mauro

Publikováno v: Sensors, Vol 18, Iss 10, p 3523 (2018)

A home-based, reliable, objective and automated assessment of motor performance of patients affected by Parkinson’s Disease (PD) is important in disease management, both to monitor therapy efficacy and to reduce costs and discomforts. In this conte

Externí odkaz: https://doaj.org/article/75ebc4eea7a74f5eaa971bf9b6898374

Automated Assessment of Motor Impairments in Parkinson's Disease

Autor: Claudia Ferraris, Roberto Nerino, Antonio Chimienti, Giuseppe Pettiti, Corrado Azzaro(§), Giovanni Albani(§), Alessandro Mauro(§, Lorenzo Priano

Publikováno v: The Clinical Neurologist International, pp. 28–31, 2020
info:cnr-pdr/source/autori:Claudia Ferraris, Roberto Nerino, Antonio Chimienti, Giuseppe Pettiti, Corrado Azzaro(§), Giovanni Albani(§), Alessandro Mauro(§,#), Lorenzo Priano(#,§)/titolo:Automated Assessment of Motor Impairments in Parkinson's Disease/titolo_volume:The Clinical Neurologist International/curatori_volume:/editore:/anno:2020

A system for the automatic assessment of motor impairments in Parkinson's Disease (PD) is presented. The interface, built around optical RGB-Depth devices, allows for tracking of hands and body movements during the performance of standard upper and l

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=cnr_________::e9740bf5313da45302a03d65c675cf87
https://publications.cnr.it/doc/418874

A novel approach to train random forests on GPU for computer vision applications using local features

Autor: Claudia Ferraris, Roberto Nerino, Daniele Pianu, Antonio Chimienti

Publikováno v: International journal of high performance computing applications (Online) 30 (2015): 290–304. doi:10.1177/1094342015622672
info:cnr-pdr/source/autori:Pianu D.; Nerino R.; Ferraris C.; Chimienti A./titolo:A novel approach to train random forests on GPU for computer vision applications using local features/doi:10.1177%2F1094342015622672/rivista:International journal of high performance computing applications (Online)/anno:2015/pagina_da:290/pagina_a:304/intervallo_pagine:290–304/volume:30

The random forests (RF) classifier has recently gained momentum in the computer vision field, thanks to its successful application in human body tracking, hand pose estimation and object detection. In this article, we present a novel approach to trai

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4253bf138ed9840ec99fa4367995c513
https://doi.org/10.1177/1094342015622672

Assessment of Parkinson's Disease At-home Using a Natural Interface Based System: Italian Forum 2018

Autor: Claudia Ferraris, Roberto Nerino, Antonio Chimienti, Giuseppe Pettiti, Corrado Azzaro, Giovanni Albani, Lorenzo Priano, Alessandro Mauro

Publikováno v: Ambient Assisted Living: Italian Forum 2018, edited by Leone, Alessandro; Caroppo, Andrea; Rescio, Gabriele; Diraco, Giovanni; Siciliano, Pietro, pp. 417–427. Cham, Heidelberg, New York, Dordrecht, London: Springer, 2019
info:cnr-pdr/source/autori:Claudia Ferraris, Roberto Nerino, Antonio Chimienti, Giuseppe Pettiti, Corrado Azzaro, Giovanni Albani, Lorenzo Priano, Alessandro Mauro/titolo:Assessment of Parkinson's Disease At-home Using a Natural Interface Based System: Italian Forum 2018/titolo_volume:Ambient Assisted Living: Italian Forum 2018/curatori_volume:Leone, Alessandro; Caroppo, Andrea; Rescio, Gabriele; Diraco, Giovanni; Siciliano, Pietro/editore: /anno:2019

A system for the management of the automatic assessment of Parkinson's Disease (PD) at-home is presented. The system is based on a non-contact and natural human computer interface which is suitable for motor impaired users, as are PD patients. The in

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=cnr_________::19af6ed7073a0b62cb868cc9fd20edab