Advances in Multimodal Behavioral Analytics for Early Dementia Diagnosis: A Review

2021 ◽  
Author(s):  
Chathurika Palliya Guruge ◽  
Sharon Oviatt ◽  
Pari Delir Haghighi ◽  
Elizabeth Pritchard
2020 ◽  
Vol 16 (S11) ◽  
Author(s):  
Alfred Wahlforss ◽  
Alexander Aslaksen Jonasson

Author(s):  
Emily Morgan ◽  
Bryanna De Lima ◽  
Tatyana Aleksandrova ◽  
Lisa Sanders ◽  
Elizabeth Eckstrom

The Lancet ◽  
2008 ◽  
Vol 371 (9628) ◽  
pp. 1888
Author(s):  
The Lancet

2016 ◽  
Vol 21 (8) ◽  
pp. 870-878 ◽  
Author(s):  
Susan Devoy ◽  
Ellen Elizabeth Anne Simpson

2010 ◽  
Vol 6 (1) ◽  
pp. 75-82 ◽  
Author(s):  
Brian Draper ◽  
Carmelle Peisah ◽  
John Snowdon ◽  
Henry Brodaty

2013 ◽  
Vol 25 (9) ◽  
pp. 1453-1462 ◽  
Author(s):  
K. A. Ornstein ◽  
J. E. Gaugler ◽  
D. P. Devanand ◽  
N. Scarmeas ◽  
C. W. Zhu ◽  
...  

ABSTRACTBackground:The behavioral and psychological symptoms associated with dementia (BPSD) can be burdensome to informal/family caregivers, negatively affecting mental health and expediting the institutionalization of patients. Because the dementia patient–caregiver relationship extends over long periods of time, it is useful to examine how BPSD impact caregiver depressive symptoms at varied stages of illness. The goal of this study was to assess the association of BPSD that occur during early stage dementia with subsequent caregiver depressive symptoms.Methods:Patients were followed from the early stages of dementia every six months for up to 12 years or until death (n = 160). Caregiver symptoms were assessed on average 4.5 years following patient's early dementia behaviors. A generalized estimating equation (GEE) extension of the logistic regression model was used to determine the association between informal caregiver depressive symptoms and BPSD symptoms that occurred at the earliest stages dementia, including those persistent during the first year of dementia diagnosis.Results:BPSD were common in early dementia. None of the individual symptoms observed during the first year of early stage dementia significantly impacted subsequent caregiver depressive symptoms. Only patient agitation/aggression was associated with subsequent caregiver depressive symptoms (OR = 1.76; 95% CI = 1.04–2.97) after controlling for concurrent BPSD, although not in fully adjusted models.Conclusions:Persistent agitation/aggression early in dementia diagnosis may be associated with subsequent depressive symptoms in caregivers. Future longitudinal analyses of the dementia caregiving relationship should continue to examine the negative impact of persistent agitation/aggression in the diagnosis of early stage dementia on caregivers.


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