[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ skip to main content
10.4108/icst.pervasivehealth.2014.255429acmotherconferencesArticle/Chapter ViewAbstractPublication PagespervasivehealthConference Proceedingsconference-collections
research-article

ASSESS MS: supporting the clinical assessment of Multiple Sclerosis using Kinect

Published: 20 May 2014 Publication History

Abstract

We present an early prototype of the ASSESS MS system, developed to help health professionals more accurately monitor the progression of Multiple Sclerosis (MS). Specifically, the system aims to detect and quantify changes in motor dysfunction more objectively and accurately than human assessors. We focus on key interaction design decisions needed to deploy a machine-learning based system in a real clinical context.

References

[1]
Goodkin, D. E., Cookfeir, D., Wende, K., et al. Inter- and intrarater scoring agreement using grades 1.0 to 3.5 of the Kurtzke Expanded Disability Status Seale (EDSS). Neurology 42, 4 (1992), 859--859.
[2]
Kontsehieder, P., Dorn, J., Morrison, C., et al. Quantifying Progression of Multiple Sclerosis via Classification of Depth Videos. MICCAI'14, (2014).
[3]
Kurtzke, J. F. Rating neurologic impairment in multiple sclerosis: An expanded disability status scale (EDSS). Neurology 33, 11 (1983), 1444--1444.
[4]
Marc Pomplun and Matarić, M. Evaluation metrics and results of human arm movement imitation. Humanoids'00, (2000).

Cited By

View all
  • (2021)Touchless Modalities of Human-Computer Interaction in HospitalsProceedings of the XX Brazilian Symposium on Human Factors in Computing Systems10.1145/3472301.3484328(1-11)Online publication date: 18-Oct-2021

Index Terms

  1. ASSESS MS: supporting the clinical assessment of Multiple Sclerosis using Kinect

    Recommendations

    Comments

    Please enable JavaScript to view thecomments powered by Disqus.

    Information & Contributors

    Information

    Published In

    cover image ACM Other conferences
    PervasiveHealth '14: Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare
    May 2014
    459 pages
    ISBN:9781631900112

    In-Cooperation

    Publisher

    ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering)

    Brussels, Belgium

    Publication History

    Published: 20 May 2014

    Check for updates

    Author Tags

    1. HCI
    2. Kinect
    3. machine learning
    4. multiple sclerosis

    Qualifiers

    • Research-article

    Conference

    PervasiveHealth '14

    Acceptance Rates

    Overall Acceptance Rate 55 of 116 submissions, 47%

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • Downloads (Last 12 months)1
    • Downloads (Last 6 weeks)1
    Reflects downloads up to 11 Jan 2025

    Other Metrics

    Citations

    Cited By

    View all
    • (2021)Touchless Modalities of Human-Computer Interaction in HospitalsProceedings of the XX Brazilian Symposium on Human Factors in Computing Systems10.1145/3472301.3484328(1-11)Online publication date: 18-Oct-2021

    View Options

    Login options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Media

    Figures

    Other

    Tables

    Share

    Share

    Share this Publication link

    Share on social media