一、个人简介

教育经历：

2019.9-2023.7 厦门大学 博士 生物化学与分子生物学

2016.9-2019.7 北京中医药大学 硕士 社会医学与卫生事业管理

工作经历：

2023.9-至今 莆田学院 护理学院 护理学系主任 副教授

联系方式：15911136618，邮箱：15911136618@163.com

二、教学情况

讲授《医疗大数据与健康管理》《医学统计学》《专题制作》等课程。

三、科研成果

论文著作

[1] Lin S, Wu Y, He L, Fang Y. Prediction of depressive symptoms onset and long-term trajectories in home-based older adults using machine learning techniques. Aging Ment Health. 2023 Jan;27(1):8-17. doi: 10.1080/13607863.2022.2031868. Epub 2022 Feb 4. PMID: 35118924.

[2] Lin S, Wu Y, Fang Y. A hybrid machine learning model of depression estimation in home-based older adults: a 7-year follow-up study. BMC Psychiatry. 2022 Dec 21;22(1):816. doi: 10.1186/s12888-022-04439-4. PMID: 36544119; PMCID: PMC9768728.

[3] Lin S, Wu Y, Fang Y. Comparison of Regression and Machine Learning Methods in Depression Forecasting Among Home-Based Elderly Chinese: A Community Based Study. Front Psychiatry. 2022 Jan 17;12:764806. doi: 10.3389/fpsyt.2021.764806. PMID: 35111085; PMCID: PMC8801448.

[4] Wu Y, Lin S, Shi K, Ye Z, Fang Y. Seasonal prediction of daily PM2.5 concentrations with interpretable machine learning: a case study of Beijing, China. Environ Sci Pollut Res Int. 2022 Jun;29(30):45821-45836. doi: 10.1007/s11356-022-18913-9. Epub 2022 Feb 12. PMID: 35150424.....

[5] Chen X, He L, Shi K, Wu Y, Lin S, Fang Y. Interpretable Machine Learning for Fall Prediction Among Older Adults in China. Am J Prev Med. 2023 Oct;65(4):579-586. doi: 10.1016/j.amepre.2023.04.006. Epub 2023 Apr 20. PMID: 37087076.