Unobtrusive Assessment of Mobility
This paper describes a model-based approach to the unobtrusive monitoring of elders in their home environment to assess their health, daily activities, and cognitive function. We present a semi-Markov model representation with automated learning to characterize individual elder's mobility in th...
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| Veröffentlicht in: | 2006 International Conference of the IEEE Engineering in Medicine and Biology Society 2006, Vol.2006, p.6277-6280 |
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| container_title | 2006 International Conference of the IEEE Engineering in Medicine and Biology Society |
| container_volume | 2006 |
| creator | Pavel, M. Hayes, T.L. Adami, A. Jimison, H. Kaye, J. |
| description | This paper describes a model-based approach to the unobtrusive monitoring of elders in their home environment to assess their health, daily activities, and cognitive function. We present a semi-Markov model representation with automated learning to characterize individual elder's mobility in the home environment. The assessed mobility can be used to characterize the elder's speed of walking and can serve as one of the predictors of future cognitive functionality and the ability of elders to live independently in their home environment |
| doi_str_mv | 10.1109/IEMBS.2006.260301 |
| format | Article |
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We present a semi-Markov model representation with automated learning to characterize individual elder's mobility in the home environment. The assessed mobility can be used to characterize the elder's speed of walking and can serve as one of the predictors of future cognitive functionality and the ability of elders to live independently in their home environment</description><subject>Acceleration</subject><subject>Accelerometers</subject><subject>Activities of Daily Living</subject><subject>Aged</subject><subject>Aging</subject><subject>Cities and towns</subject><subject>Cognition</subject><subject>Costs</subject><subject>Environment</subject><subject>Geriatric Assessment - methods</subject><subject>Geriatrics - methods</subject><subject>Health Services for the Aged</subject><subject>Home Care Services</subject><subject>Humans</subject><subject>Legged locomotion</subject><subject>Markov Chains</subject><subject>Medical services</subject><subject>Mobility Limitation</subject><subject>Models, Statistical</subject><subject>Models, Theoretical</subject><subject>Movement</subject><subject>Remote monitoring</subject><subject>Senior citizens</subject><subject>Testing</subject><subject>Walking</subject><issn>1557-170X</issn><isbn>9781424400324</isbn><isbn>1424400325</isbn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2006</creationdate><recordtype>article</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><sourceid>EIF</sourceid><recordid>eNo9kE9Lw0AUxBdUrNR-ABGkePCW-t7mZf8ca6laaPGgBW9hs3mBSNLUbCL02xtodS5zmB8DM0LcIMwQwT6ulpun95kEUDOpIAY8ExOrDZIkAoglnYsrTBIdoYbPkZiE8AWDYjvE8lKMUFvSaNSVuN_umqxr-1D-8HQeAodQ866bNsV002RlVXaHa3FRuCrw5ORjsX1efixeo_Xby2oxX0deKtlFzhTOWMi1Z0NkE6MdE2nFyOhtojNVFDlbX_jcK8xQJTYjMEDOc24R47F4OPbu2-a759CldRk8V5XbcdOHVBmCGA0N4N0J7LOa83TflrVrD-nfqgG4PQIlM__HRGp4huJfsLtY1w</recordid><startdate>2006</startdate><enddate>2006</enddate><creator>Pavel, M.</creator><creator>Hayes, T.L.</creator><creator>Adami, A.</creator><creator>Jimison, H.</creator><creator>Kaye, J.</creator><general>IEEE</general><scope>6IE</scope><scope>6IH</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIO</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>7X8</scope></search><sort><creationdate>2006</creationdate><title>Unobtrusive Assessment of Mobility</title><author>Pavel, M. ; 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| ispartof | 2006 International Conference of the IEEE Engineering in Medicine and Biology Society, 2006, Vol.2006, p.6277-6280 |
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| language | eng |
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| source | IEEE Electronic Library (IEL) Conference Proceedings |
| subjects | Acceleration Accelerometers Activities of Daily Living Aged Aging Cities and towns Cognition Costs Environment Geriatric Assessment - methods Geriatrics - methods Health Services for the Aged Home Care Services Humans Legged locomotion Markov Chains Medical services Mobility Limitation Models, Statistical Models, Theoretical Movement Remote monitoring Senior citizens Testing Walking |
| title | Unobtrusive Assessment of Mobility |
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