Author

Han-Jiao Liu

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Review Open access Oct 2026

Digital biomarkers derived from wearable and portable devices in prodromal Parkinson’s disease and at-risk populations: a scoping review

Prodromal Parkinson’s disease (pPD) represents a pre-diagnostic stage during which subtle and heterogeneous changes may be difficult to detect through conventional clinical assessments. Digital biomarkers derived from wearable or portable devices offer opportunities for objective and longitudinal assessment. This s...

Ting Yu, Qian Wang, Ming-Xia Pan et al. · Frontiers in Aging Neuroscie... · 0 citations

Open access Jul 2026

Advantages, limitations, and ethical concerns of AI-assisted qualitative research in nursing: insights from a human–AI comparative thematic analysis

In this study, AI-assisted qualitative analysis was useful as a supportive tool for preliminary thematic exploration and data organization, but human reflexive engagement remained essential for contextual interpretation, ethical judgment, and the representation of nursing experiences.

Ming-Jie Wu, Xiao-Yang Guo, Shuxian Yang et al. · BMC Nursing · 0 citations