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  1. Proceedings of the First ACM Workshop on Mobile Systems, Applications, and Services for Healthcare (mHealthSys '11)
  2. A virtual sleep laboratory
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mobileSpiro: accurate mobile spirometry for self-management of asthma
Analysis of gait in patients with normal pressure hydrocephalus
Power-aware action recognition with optimal sensor selection: an AdaBoost driven distributed template matching approach
Real-time joint angle measurement using the Shimmer wireless sensor platform
Planipes: mobile foot pressure analysis
StrokeTrack: wireless inertial motion tracking of human arms for stroke telerehabilitation
PowerSense: power aware dengue diagnosis on mobile phones
Chronic Care Continuum $(C^{3}):$ mobile-ready life skills training for adolescents with chronic diseases
HygeiaTel: an intelligent telemedicine system with cognitive support
A virtual sleep laboratory
Non-invasive and long-term core temperature measurement
Activity-aware heart sensing in mobile healthcare

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A virtual sleep laboratory

Content Provider ACM Digital Library
Author Nourani, Mehrdad Gupta, Gopal Tamil, Lakshman Shi, Cheng
Abstract A virtual sleep laboratory capable of providing low cost and personalized sleep apnea monitoring using a smartphone has been demonstrated. This system can be used both at home and clinical care settings. This fully automated system derives sleep apnea information from ECG and/or oximeter and uses support vector machine classifiers to classify the events as apena or non-apnea episodes. The system has been tested using Physionet Apnea-ECG database and yields an accuracy close to 90% for both ECG and oximetry sensors. The system is a fully automated internet based system capable of supporting monitoring of hundreads of people at the same time and is being readied for a limited patient trial. This system will be demonstrated at the conference.
Starting Page 1
Ending Page 2
Page Count 2
File Format PDF
ISBN 9781450306843
DOI 10.1145/2064942.2064956
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2011-11-01
Publisher Place New York
Access Restriction Subscribed
Content Type Text
Resource Type Article
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