Author

Rui-Shan Liu

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Review Open access Aug 2026

Functional impairment profiles and long-term care implications among community health service-managed older adults with disability in China: a latent profile and network analysis study

Home living was associated with membership in the moderate functional impairment and relatively preserved function profiles after adjustment for measured covariates, and profile-based assessment may complement existing grading by identifying differentiated care needs.

Rui-Shan Liu, Yi-Heng Chen, Ting-Shun Niu et al. · Frontiers in Public Health · 0 citations

#natural language process... Preprint Mar 2026

CounselReflect: Opportunities and Challenges for Designing Tools to Support Self-Reflection on Mental Health and Well-Being Conversations with AI

CounselReflect is introduced, a tool that translates literature-grounded counseling quality metrics into a user-facing reflection framework that argues that reflection tools should surface blind spots and scaffold more holistic examination of AI interactions.

Ya-Han Li, Chao-Hao Du, Christopher Chun Kuizon et al. · 0 citations