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Machine learning-enabled behavioural and psychological symptoms of dementia management intervention for dementia caregivers: protocol for a hybrid factorial SMART–MRT trial

Crossref DOI link: https://doi.org/10.1186/s12877-026-07894-w

Published Online: 2026-07-13

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Cheung, Daphne Sze Ki

Kor, Patrick Pui Kin

Chu, Amanda Man Ying

Xie, Haoran

Qian, Min

Chu, Leung Wing

Zarit, Steve

Chou, Kee Lee
Funding

Funding for this research was provided by:

Health and Medical Research Fund (22231921)
License Information

Text and Data Mining valid from 2026-07-13

Accepted Manuscript valid from 2026-07-13
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Article History

Received: 5 May 2026

Accepted: 22 June 2026

First Online: 13 July 2026

Declarations

:

: This study is approved by the Human Research Ethical Review Committee of the Education University of Hong Kong (2023-2024-0387) and will be conducted in accordance with the ethical standards established by the Declaration of Helsinki (1964) and its subsequent amendments. Written informed consent to participate in this study will be obtained from all the participants.

: Not applicable.

: The authors declare no competing interests.

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