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dc.contributor.authorAu-Yeung, Wan-Tai M
dc.contributor.authorMiller, Lyndsey
dc.contributor.authorBeattie, Zachary
dc.contributor.authorMay, Rose
dc.contributor.authorCray, Hailey V
dc.contributor.authorKabelac, Zachary
dc.contributor.authorKatabi, Dina
dc.contributor.authorKaye, Jeffrey
dc.contributor.authorVahia, Ipsit V
dc.date.accessioned2023-01-10T18:18:15Z
dc.date.available2023-01-10T18:18:15Z
dc.date.issued2022
dc.identifier.urihttps://hdl.handle.net/1721.1/147048
dc.description.abstractOBJECTIVE: To show the feasibility of using different unobtrusive activity-sensing technologies to provide objective behavioral markers of persons with dementia (PwD). DESIGN: Monitored the behaviors of two PwD living in memory care unit using the Oregon Center for Aging & Technology (ORCATECH) platform, and the behaviors of two PwD living in assisted living facility using the Emerald device. SETTING: A memory care unit in Portland, Oregon and an assisted living facility in Framingham, Massachusetts. PARTICIPANTS: A 63-year-old male with Alzheimer's disease (AD), and an 80-year-old female with frontotemporal dementia, both lived in a memory care unit in Portland, Oregon. An 89-year-old woman with a diagnosis of AD, and an 85-year-old woman with a diagnosis of major neurocognitive disorder, Alzheimer's type with behavioral symptoms, both resided at an assisted living facility in Framingham, Massachusetts. MEASUREMENTS: These include: sleep quality measured by the bed pressure mat; number of transitions between spaces and dwell times in different spaces measured by the motion sensors; activity levels measured by the wearable actigraphy device; and couch usage and limb movements measured by the Emerald device. RESULTS: Number of transitions between spaces can identify the patient's episodes of agitation; activity levels correlate well with the patient's excessive level of agitation and lack of movement when the patient received potentially inappropriate medication and neared the end of life; couch usage can detect the patient's increased level of apathy; and periodic limb movements can help detect risperidone-induced side effects. This is the first demonstration that the ORCATECH platform and the Emerald device can measure such activities. CONCLUSION: The use of technologies for monitoring behaviors of PwD can provide more objective and intensive measurements of PwD behaviors.en_US
dc.language.isoen
dc.publisherElsevier BVen_US
dc.relation.isversionof10.1016/J.JAGP.2021.04.008en_US
dc.rightsCreative Commons Attribution-Noncommercial-Share Alikeen_US
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/4.0/en_US
dc.sourcePMCen_US
dc.titleMonitoring Behaviors of Patients with Late-stage Dementia Using Passive Environmental Sensing Approaches: A Case Seriesen_US
dc.typeArticleen_US
dc.identifier.citationAu-Yeung, Wan-Tai M, Miller, Lyndsey, Beattie, Zachary, May, Rose, Cray, Hailey V et al. 2022. "Monitoring Behaviors of Patients with Late-stage Dementia Using Passive Environmental Sensing Approaches: A Case Series." American Journal of Geriatric Psychiatry, 30 (1).
dc.contributor.departmentMassachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
dc.relation.journalAmerican Journal of Geriatric Psychiatryen_US
dc.eprint.versionAuthor's final manuscripten_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dc.date.updated2023-01-10T18:14:25Z
dspace.orderedauthorsAu-Yeung, W-TM; Miller, L; Beattie, Z; May, R; Cray, HV; Kabelac, Z; Katabi, D; Kaye, J; Vahia, IVen_US
dspace.date.submission2023-01-10T18:14:27Z
mit.journal.volume30en_US
mit.journal.issue1en_US
mit.licenseOPEN_ACCESS_POLICY
mit.metadata.statusAuthority Work and Publication Information Neededen_US


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