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BMC Public Health|November 28, 2024
Effects of caffeine on accelerometer measured sleep and physical activity among older adults under free-living conditionsCollin Sakal, Wenxing Zhao, Wenxin Xu, et al.
JMIR Aging|March 27, 2024
Identifying Predictive Risk Factors for Future Cognitive Impairment Among Chinese Older Adults: Longitudinal Prediction StudyCollin Sakal, Tingyou Li, Juan Li, et al.
Npj Aging|November 25, 2024
Predicting poor performance on cognitive tests among older adults using wearable device data and machine learning: a feasibility studyCollin Sakal, Tingyou Li, Juan Li, et al.
Journal of Affective Disorders|October 3, 2022
Development and validation of the Chinese Geriatric Depression Risk calculator (CGD-risk): A screening tool to identify elderly Chinese with depressionCollin Sakal, Juan Li, Yu-Tao Xiang, et al.
IEEE Journal of Biomedical and Health Informatics|April 7, 2026
Img2Gene: Debiased Spatially Resolved Transcriptomics with Biological Context from Pathology ImagesWei Zhang, Tong Chen, Wenxin Xu, et al.
JMIR Aging|April 10, 2024
Association Between Sleep Efficiency Variability and Cognition Among Older Adults: Cross-Sectional Accelerometer StudyCollin Sakal, Tingyou Li, Juan Li, et al.
Sleep|April 28, 2025
Towards proactively improving sleep: machine learning and wearable device data forecast sleep efficiency 4-8 hours before sleep onsetCollin Sakal, Tong Chen, Wenxin Xu, et al.
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