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