Publications
(Preprint - Under Review) Collin Sakal, Tingoyu Li, Juan Li, XInyue Li (2023). Assessing cognitive function among older adults using machine learning and wearable device data: a feasibility study. https://arxiv.org/abs/2309.07133
Sakal C, Li T, Li J, Yang C, Li X. Association Between Sleep Efficiency Variability and Cognition Among Older Adults: Cross-Sectional Accelerometer Study. JMIR Aging 2024;7:e54353. doi: 10.2196/54353
Sakal C, Li T, Li J, Li X. Identifying Predictive Risk Factors for Future Cognitive Impairment Among Chinese Older Adults: Longitudinal Prediction Study. JMIR Aging 2024;7:e53240, doi: 10.2196/53240
Collin Sakal, Juan Li, Yu-Tao Xiang, Xinyue Li. Development and validation of the Chinese Geriatric Depression Risk calculator (CGD-risk): A screening tool to identify elderly Chinese with depression, Journal of Affective Disorders, Volume 319, 2022, Pages 428-436, ISSN 0165-0327, https://doi.org/10.1016/j.jad.2022.09.034.
(Preprint) Collin Sakal, Hon Hwang, JC Quiroz, Blanca Gallego (2022). TreatmentEstimatoR: a Dashboard for Estimating Treatment Effects from Observational Health Data. https://doi.org/10.48550/arXiv.2203.10458
Conferences and Talks
The International Conference on Aging and Gerontology (ICAG) 2023. Chengdu, China (Oral Presentation)
Reviewer Experience
Journal of Medical Internet Research (JMIR)
JMIR Public Health and Surveillance
JMIR Research Protocols
JMIR Medical Informatics