| dc.contributor.author | Au-Yeung, Wan-Tai M | |
| dc.contributor.author | Miller, Lyndsey | |
| dc.contributor.author | Beattie, Zachary | |
| dc.contributor.author | May, Rose | |
| dc.contributor.author | Cray, Hailey V | |
| dc.contributor.author | Kabelac, Zachary | |
| dc.contributor.author | Katabi, Dina | |
| dc.contributor.author | Kaye, Jeffrey | |
| dc.contributor.author | Vahia, Ipsit V | |
| dc.date.accessioned | 2023-01-10T18:18:15Z | |
| dc.date.available | 2023-01-10T18:18:15Z | |
| dc.date.issued | 2022 | |
| dc.identifier.uri | https://hdl.handle.net/1721.1/147048 | |
| dc.description.abstract | OBJECTIVE: 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.iso | en | |
| dc.publisher | Elsevier BV | en_US |
| dc.relation.isversionof | 10.1016/J.JAGP.2021.04.008 | en_US |
| dc.rights | Creative Commons Attribution-Noncommercial-Share Alike | en_US |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-sa/4.0/ | en_US |
| dc.source | PMC | en_US |
| dc.title | Monitoring Behaviors of Patients with Late-stage Dementia Using Passive Environmental Sensing Approaches: A Case Series | en_US |
| dc.type | Article | en_US |
| dc.identifier.citation | Au-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.department | Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory | |
| dc.relation.journal | American Journal of Geriatric Psychiatry | en_US |
| dc.eprint.version | Author's final manuscript | en_US |
| dc.type.uri | http://purl.org/eprint/type/JournalArticle | en_US |
| eprint.status | http://purl.org/eprint/status/PeerReviewed | en_US |
| dc.date.updated | 2023-01-10T18:14:25Z | |
| dspace.orderedauthors | Au-Yeung, W-TM; Miller, L; Beattie, Z; May, R; Cray, HV; Kabelac, Z; Katabi, D; Kaye, J; Vahia, IV | en_US |
| dspace.date.submission | 2023-01-10T18:14:27Z | |
| mit.journal.volume | 30 | en_US |
| mit.journal.issue | 1 | en_US |
| mit.license | OPEN_ACCESS_POLICY | |
| mit.metadata.status | Authority Work and Publication Information Needed | en_US |