Zobrazeno 1 - 10
of 781
pro vyhledávání: '"Dodge Hiroko H"'
Autor:
Mu, Xiaofan, Seyedi, Salman, Zheng, Iris, Jiang, Zifan, Chen, Liu, Omofojoye, Bolaji, Hershenberg, Rachel, Levey, Allan I., Clifford, Gari D., Dodge, Hiroko H., Kwon, Hyeokhyen
The aging society urgently requires scalable methods to monitor cognitive decline and identify social and psychological factors indicative of dementia risk in older adults. Our machine learning (ML) models captured facial, acoustic, linguistic, and c
Externí odkaz:
http://arxiv.org/abs/2412.14194
Autor:
Wang, Jiankun, Ahn, Sumyeong, Dalal, Taykhoom, Zhang, Xiaodan, Pan, Weishen, Zhang, Qiannan, Chen, Bin, Dodge, Hiroko H., Wang, Fei, Zhou, Jiayu
Alzheimer's disease (AD) is the fifth-leading cause of death among Americans aged 65 and older. Screening and early detection of AD and related dementias (ADRD) are critical for timely intervention and for identifying clinical trial participants. The
Externí odkaz:
http://arxiv.org/abs/2405.16413
Early detection of Mild Cognitive Impairment (MCI) leads to early interventions to slow the progression from MCI into dementia. Deep Learning (DL) algorithms could help achieve early non-invasive, low-cost detection of MCI. This paper presents the de
Externí odkaz:
http://arxiv.org/abs/2308.15624
Publikováno v:
Expert Systems with Applications, 238, 121929 (2023)
Deep machine learning models including Convolutional Neural Networks (CNN) have been successful in the detection of Mild Cognitive Impairment (MCI) using medical images, questionnaires, and videos. This paper proposes a novel Multi-branch Classifier-
Externí odkaz:
http://arxiv.org/abs/2304.05292
Publikováno v:
In Computers in Biology and Medicine November 2024 182
Publikováno v:
In Expert Systems With Applications 15 October 2024 252 Part B
Publikováno v:
In Computers in Biology and Medicine June 2024 176
Publikováno v:
In Expert Systems With Applications 15 March 2024 238 Part B
Autor:
Buracchio Teresa J, Mattek Nora C, Dodge Hiroko H, Hayes Tamara L, Pavel Misha, Howieson Diane B, Kaye Jeffrey A
Publikováno v:
BMC Geriatrics, Vol 11, Iss 1, p 74 (2011)
Abstract Background Executive dysfunction has previously been found to be a risk factor for falls. The aim of this study is to investigate the association between executive dysfunction and risk of falling and to determine if this association is indep
Externí odkaz:
https://doaj.org/article/c0c21edcf1c44b04a4e504457f60e186
Publikováno v:
In Smart Health June 2023 28