Analysis of feature space for monitoring persons with Parkinson's disease with application to a wireless wearable sensor system

被引：0

作者：

Patel, Shyamal ^{[1
]}

Lorincz, Konrad ^{[1
]}

Hughes, Richard ^{[1
]}

Huggins, Nancy ^{[1
]}

Growdon, John H. ^{[1
]}

Welsh, Matt ^{[1
]}

Bonato, Paolo ^{[1
]}

机构：

[1] Harvard Univ, Sch Med, Dept Phys Med & Rehabil, Spaulding Rehabil Hosp, Boston, MA 02114 USA

来源：

2007 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-16 | 2007年

基金：

美国国家卫生研究院;

关键词：

D O I：

暂无

中图分类号：

R318 [生物医学工程];

学科分类号：

0831 ;

摘要：

We present work to develop a wireless wearable sensor system for monitoring patients with Parkinson's disease (PD) in their homes. For monitoring outside the laboratory, a wearable system must not only record data, but also efficiently process data on-board. This manuscript details the analysis of data collected using tethered wearable sensors. Optimal window length for feature extraction and feature ranking were calculated, based on their ability to capture motor fluctuations in persons with PD. Results from this study will be employed to develop a software platform for the wireless system, to efficiently process on-board data.

引用

页码：6291 / +

页数：2

共 50 条

[41] Wearable Psychological Stress Monitoring Equipment and Data Analysis Based on a Wireless Sensor
Xu, Huixiang
Zhang, Nan
Liu, Qiuju
JOURNAL OF SENSORS, 2022, 2022
[42] Wearable sensor monitoring in denovo Parkinson's disease using the Parkinson's KinetiGraph: pilot data and correlations from the MoNS-PD cohort
Titova, N.
Trivedi, D.
Bezdolny, Y.
Katunina, E.
Chaudhuri, K. Ray
MOVEMENT DISORDERS, 2020, 35 : S309 - S309
[43] A Wearable System for Gait Training in Subjects with Parkinson's Disease
Casamassima, Filippo
Ferrari, Alberto
Milosevic, Bojan
Ginis, Pieter
Farella, Elisabetta
Rocchi, Laura
SENSORS, 2014, 14 (04) : 6229 - 6246
[44] A Web-Based System for Home Monitoring of Patients With Parkinson's Disease Using Wearable Sensors
Chen, Bor-Rong
Patel, Shyamal
Buckley, Thomas
Rednic, Ramona
McClure, Douglas J.
Shih, Ludy
Tarsy, Daniel
Welsh, Matt
Bonato, Paolo
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2011, 58 (03) : 831 - 836
[45] Wireless Monitoring for Patients with Cardiovascular Diseases and Parkinson's Disease
Kefaliakos, Antonios
Pliakos, Ioannis
Charalampidou, Martha
Diomidous, Marianna
UNIFYING THE APPLICATIONS AND FOUNDATIONS OF BIOMEDICAL AND HEALTH INFORMATICS, 2016, 226 : 87 - 90
[46] Parametric evaluation of deep brain stimulation parameter configurations for Parkinson's disease using a conformal wearable and wireless inertial sensor system and machine learning
LeMoyne, Robert
Mastroianni, Timothy
Whiting, Donald
Tomycz, Nestor
42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20, 2020, : 3606 - 3611
[47] Analysis of a wearable sensor, STAT-on®, to detect motor complications in patients with Parkinson′s disease (PDp)
Serrano, J. Parra
Casado, M. I. Morales
Ariztegui, N. Lopez
MOVEMENT DISORDERS, 2023, 38 : S789 - S789
[48] A wireless body sensor network system for healthcare monitoring application
Chen, Shih-Lun
Lee, Ho-Yin
Chen, Chiung-An
Lin, Chin-Chun
Luo, Ching-Hsing
2007 IEEE BIOMEDICAL CIRCUITS AND SYSTEMS CONFERENCE, 2007, : 243 - 246
[49] Application of Wireless Sensor Network in Vibration Signal Monitoring System
Zhan Ye
Li Xu
Chang Limin
Zang Yan
PROCEEDINGS 2013 INTERNATIONAL CONFERENCE ON MECHATRONIC SCIENCES, ELECTRIC ENGINEERING AND COMPUTER (MEC), 2013, : 582 - 585
[50] Application of Wireless Sensor Network in Monitoring System Based on Zigbee
Dang, Guoqing
Cheng, Xiaoyan
PROCEEDINGS OF 2014 IEEE WORKSHOP ON ADVANCED RESEARCH AND TECHNOLOGY IN INDUSTRY APPLICATIONS (WARTIA), 2014, : 181 - 183

← 1 2 3 4 5 →