Developing an ontology of non-pharmacological treatment for emotional and mood disturbances in dementia

Autor: Zhenyu Zhang, Ping Yu, Mengyang Yin, Hui Chen Chang, Susan J. Thomas, Wenxi Wei, Ting Song, Chao Deng

Publikováno v: Scientific Reports, Vol 14, Iss 1, Pp 1-12 (2024)

Abstract Emotional and mood disturbances are common in people with dementia. Non-pharmacological interventions are beneficial for managing these disturbances. However, effectively applying these interventions, particularly in the person-centred appro

Externí odkaz: https://doaj.org/article/1fe652ab3c8e4f4f9030c4a58a9efb1e

Agitation Prevalence in People With Dementia in Australian Residential Aged Care Facilities: Findings From Machine Learning of Electronic Health Records

Autor: Yunshu Zhu, Ting Song, Zhenyu Zhang, Chao Deng, Mohammad Alkhalaf, Wanqing Li, Mengyang Yin, Hui Chen (Rita) Chang, Ping Yu

Publikováno v: Journal of Gerontological Nursing. 48:57-64

Using a suite of artificial intelligence technologies, the current study sought to determine the prevalence of agitated behaviors in people with dementia in residential aged care facilities (RACFs) in Australia. Computerized natural language processi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c52d3862fe74ed0557df31af38b7cad9
https://doi.org/10.3928/00989134-20220309-01

A Five-Step Workflow to Manually Annotate Unstructured Data into Training Dataset for Natural Language Processing.

Autor: Yunshu ZHU, Ting SONG, Zhenyu ZHANG, Mengyang YIN, Ping YU

Publikováno v: Studies in Health Technology & Informatics; 2023, Vol. 310, p109-113, 5p

Developing an ontology for representing the domain knowledge specific to non‐pharmacological treatment for agitation in dementia

Autor: Chao Deng, Mengyang Yin, Ping Yu, Cui Tao, Hui-Chen Rita Chang, Ning Wang, Zhenyu Zhang, Sim Kim Lau

Publikováno v: Alzheimer's & Dementia : Translational Research & Clinical Interventions
Alzheimer’s & Dementia: Translational Research & Clinical Interventions, Vol 6, Iss 1, Pp n/a-n/a (2020)

Introduction A large volume of clinical care data has been generated for managing agitation in dementia. However, the valuable information in these data has not been used effectively to generate insights for improving the quality of care. Application

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6e2773214ec67dcb34a4530c79490123
https://doi.org/10.1002/trc2.12061