Publications

Prediction of depression onset risk among middle-aged and elderly adults using machine learning and Canadian Longitudinal Study on Aging cohort

Song, Y., Qian, L., Sui, J., Greiner, R., Li, X., Greenshaw, A. J., Liu, Y. S., & Cao, B. (2023). Journal of Affective Disorders, 339, 52–57. 

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Individualized Prospective Prediction of Opioid Use Disorder

Liu, Y. S., Kiyang, L., Hayward, J., Zhang, Y., Metes, D., Wang, M., Svenson, L. W., Talarico, F., Chue, P., Li, X.-M., Greiner, R., Greenshaw, A. J., & Cao, B. (2023, January). Canadian journal of psychiatry. 

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Associations between Differential Aging and Lifestyle, Environment, Current, and Future Health Conditions: Findings from Canadian Longitudinal Study on Aging

Song, Y., Liu, Y. S., Talarico, F., Zhang, Y., Hayward, J., Wang, M., Stroulia, E., Dixon, R. A., Greiner, R., Li, X., Greenshaw, A., Jie, S., & Cao, B. (2023). Gerontology, 69(12), 1394–1403. 

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Prospective prediction of anxiety onset in the Canadian Longitudinal Study on Aging (CLSA): A Machine Learning Study.

Li, Y., Song, Y., Sui, J., Greiner, R., Li, X., Greenshaw, A. J., Liu, Y. S., & Cao, B. (2024). Journal of Affective Disorders, 357, 148–155. 

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Prediction of depression onset risk among middle-aged and elderly adults using machine learning and Canadian Longitudinal Study on Aging Cohort. 

Song, Y., Qian, L., Sui, J., Greiner, R., Li, X., Greenshaw, A. J., Liu, Y. S., & Cao, B. (2023a). Journal of Affective Disorders, 339, 52–57. 

> link