Collin Sakal

机构：City University of Hong Kong, Dongguan University of Technology, Songshan Lake Materials Laboratory, City College of Dongguan University of Technology

发表论文 20 篇 · 总被引 90 次 · h-index 6

代表论文

• Association Between Sleep Efficiency Variability and Cognition Among Older Adults: Cross-Sectional Accelerometer Study (2024 · JMIR Aging · 被引 28)
• Predicting poor performance on cognitive tests among older adults using wearable device data and machine learning: a feasibility study (2024 · npj Aging · 被引 18)
• Identifying Predictive Risk Factors for Future Cognitive Impairment Among Chinese Older Adults: Longitudinal Prediction Study (2024 · JMIR Aging · 被引 11)
• Development and validation of the Chinese Geriatric Depression Risk calculator (CGD-risk): A screening tool to identify elderly Chinese with depression (2022 · Journal of Affective Disorders · 被引 10)
• Integrating images and genomics for multi-modal cancer survival analysis via mixture of experts (2025 · Information Fusion · 被引 8)
• Towards proactively improving sleep: machine learning and wearable device data forecast sleep efficiency 4–8 hours before sleep onset (2025 · SLEEP · 被引 6)