Publications

Authors:

Antoniello, Antonia; Sabatelli, Antonio; Valenti, Simone; Belbusti, Caterina; Pepa, Lucia; Spalazzi, Luca; Andrenelli, Elisa; Capecci, Marianna; Tinazzi, Michele; Farabolini, Gianmatteo; Gandolfi, Marialuisa; Bonardi, Giulia; Ceravolo, Maria Gabriella

Title:

Consumer Devices for Health Parameter Collection and Analysis in Parkinson's Disease Telerehabilitation

Year:

2023

Type of item:

Contributo in atti di convegno

Tipologia ANVUR:

Contributo in Atti di convegno

Language:

Inglese

Format:

Elettronico

Congresso:

2023 IEEE 13th International Conference on Consumer Electronics

Place:

Berlin, Germany

Period:

03-05 September 2023

Publisher:

IEEE

Page numbers:

204-209

Keyword:

Data Analysis; Healthcare; Parkinson's Disease; Smartwatch; Telemonitoring; Telerehabilitation

Short description of contents:

Physical exercise is a significant non-pharmacological approach for individuals with Parkinson's disease (PD) to improve their condition. In this paper, a remote monitoring system for physical exercises has been proposed to enhance patients' rehabilitation. Wearable devices are utilized to collect health parameters throughout the day. These parameters are then stored on a remote server, facilitating subsequent analysis. The analysis employs techniques such as the Tukey test, PCA technique, and K-means clustering algorithm. The primary objectives of this analysis are twofold: first, to identify any changes in the patients' health status over the monitoring period, and second, to assess the acceptability of the system. By analyzing the collected data, the analysis aims to detect patterns, trends, and significant variations in the health parameters, providing valuable insights into the patients' progress. Additionally, it serves to evaluate the effectiveness and practicality of the system, ensuring its acceptability for both patients and healthcare providers involved in the rehabilitation process. © 2023 IEEE.

Web page:

https://ieeexplore.ieee.org/document/10375649

Product ID:

141902

Handle IRIS:

11562/1143746

Last Modified:

October 23, 2024

Bibliographic citation:

Antoniello, Antonia; Sabatelli, Antonio; Valenti, Simone; Belbusti, Caterina; Pepa, Lucia; Spalazzi, Luca; Andrenelli, Elisa; Capecci, Marianna; Tinazzi, Michele; Farabolini, Gianmatteo; Gandolfi, Marialuisa; Bonardi, Giulia; Ceravolo, Maria Gabriella, Consumer Devices for Health Parameter Collection and Analysis in Parkinson's Disease Telerehabilitation  in 2023 IEEE 13th International Conference on Consumer Electronics - Berlin (ICCE-Berlin) , IEEE , Proceedings of "2023 IEEE 13th International Conference on Consumer Electronics" , Berlin, Germany , 03-05 September 2023 , 2023 , pp. 204-209

Consulta la scheda completa presente nel repository istituzionale della Ricerca di Ateneo