陈丽莉

中共党员,研究生学历,博士学位,副研究员,博士生导师
邮箱:chenlili1002@126.com

教育经历

2007.09-2011.06,南开大学,工业工程专业,管理学学士

2014.10-2015.08,  昆士兰大学,生物统计学,访问学者

2011.09-2016.06,北京大学,管理科学与工程专业,管理学博士

科研与学术经历

2016.08-2019.10  IBM中国研究院,数据科学家

2019.11-2020.04  人保金融服务有限公司,数据科学家

2020.04-2023.09  北京微芯区块链与边缘计算研究院,高级研究员

2023.09-2024.06  蚂蚁集团数字科技,产品解决方案

2024.08-至今,东南大学,流行病与卫生统计,副研究员,博士生导师

研究方向

聚焦多模态大数据、人工智能、物联网等技术在流行病学中的应用,探索流行病致病通路、风险因素挖掘和辅助诊断技术研究,涉及可穿戴式设备、时空智能学习、语音图像识别、医疗大模型等前沿领域。具体方向包括:

1. 基于多模态数据融合,研究开发结肠炎、抑郁、睡眠障碍、慢阻肺、心血管等疾病的早期诊断及病程分级预警算法;

2. 结合深度学习与多元可穿戴式数据,构建人群健康监测、诊断与决策模型;

3. 探索能源结构与健康风险的量化关系,评估新能源资产金融风险,关注能源转型中的健康影响。

主持或参加科研项目(课题)情况

1. 2022.12-2025.12,国家重点研发计划课题,慢病智能监测与精准分级诊疗的支撑装备与系统关键技术研究,主持;

2. 2020.07-2021.12,国家重点研发计划,基于土壤特征的道地药材品质形成机制及产地溯源研究,参与;

3. 2020.09-2021.09,北京市科学计划,基于区块链的冷链食品供应链追溯平台关键技术研究和应用,参与;

4. 2021-2022,多个大型央企横向科研项目。

代表性研究成果和学术奖励情况

至今在Human Reproduction 、Science of The Total Environment、IEEE Transactions on Automation Science and Engineering等国内外学术期刊发表论文30余篇。热诚欢迎预防医学、营养学、管理学、计算机科学、统计、自动化等相关专业或科研背景者加入!有意请将简历发送至邮箱:chenlili1002@126.com。

代表性研究论文如下:

1.Xu, J., Chen, Y., Lu, F. *, Chen, L.*, Dong, Z., The association between short-term exposure to PM1 and daily hospital admission and related expenditures in Beijing. Toxics, 2024,12,393.

2.Chen, L., Wang, H., Wang, Z., Dong, Z., Estimating the mortality attributable to indoor exposure to particulate matter of outdoor origin in mainland China. Science of The Total Environment, 2023, 872, 162286.

3. Qi, J. #, Chen, L.#, Yin, P., Zhou, M., Peng, S., Liu, G., Wang, L., Noman, M., Xie, Y.*, Dong, Z., Guo, Y., Projecting the excess mortality related to diurnal temperature range: A nationwide analysis in China. Science of The Total Environment, 2023, 864, 160971.

4. Chen, S., Chen, L.*, Zhang, X.*, Yang, Z.*, Screening of cardiac disease based on integrated modelling of heart rate variability. Biomedical Signal Processing and Control, 2021, 63, 102147.

5. Dong, Z., Fan, X., Li, Y., Wang, Z, Chen, L., Wang, Y., Zhao, X.*, Fan, W.*, Wu F., A Web-Based Database on Exposure to Persistent Organic Pollutants in China. Environmental Health Perspectives, 2021, 129(5), 057701.

6. Su, M., Peng S.*, Chen, L., Wang, B., Wang, Y., Fan, X., Dong, Z*., A warm summer is unlikely to stop transmission of COVID-19 naturally. GeoHealth, 2020, 12(4). e2020GH000292.

7. Chen, S., Zhang, X., Chen, L.*, Yang, Z., Automatic diagnosis of epileptic seizure in electroencephalography signals using nonlinear dynamics features. IEEE Access, 2019, 7, 61046-61056.

8. Chen, S., Xu, J., Wu, Y., Wang, X., Fang, S., Cheng, J., Ma, H., Zhang, R., Liu, Y., Zhang, L., Zhang, X.*, Chen, L.*, Liu X.*, Predicting temporal propagation of seasonal influenza using improved gaussian process model. Journal of Biomedical Informatics, 2019, 93, 103144.

9. Liu, Y., Chen, S., Xu, J., Liu, X., Wu, Y.*, Zhou, L., Cheng, J., Ma, H., Zheng, J., Lin, D., Zhang, L., Chen, L.*, The association between air pollution and outpatient and inpatient visits in Shenzhen, China. Int. J. Environ. Res. Public Health, 2018, 15, 178.

10. Chen, L., Mishra, G.*, Dobson, A., Wilson, L., Jones M., Protective effect of hormone therapy among women with hysterectomy/oophorectomy. Human Reproduction, 2017, 32(4):885-892.

11. Chen, L.*, Xu, J., Zhang, Q., Wang, Q., Xue, Y., Ren, C., Evaluating impact of air pollution on different diseases in Shenzhen, China. IBM Journal of Research and Development, 2017, 61(6), 2:1-2:9.

12. Chen, L., Zhang, X*. State-based general gamma CUSUM for modelling heart rate variability using electrocardiography signals. IEEE Transactions on Automation Science and Engineering, 2015, 99, 1-12.

13. Chen, L., Zhang, X*., Wang, H., An obstructive sleep apnea detection approach using kernel density classification based on single-lead electrocardiogram. Journal of Medical Systems, 2015, 39(5).

14. Song, C., Liu, K., Zhang, X., Chen, L., Xian, X., An OSA screening approach using discriminative hidden Markov models from a single ECG lead. IEEE Transactions on Biomedical Engineering, 2015, 99, 1-8.

15. Chen, L., Zhang, X*., Song, C., An automatic screening approach for obstructive sleep apnea diagnosis based on single-lead electrocardiogram. IEEE Transactions on Automation Science and Engineering, 2015, 12(1), 106-115.

专著

Chen, L., Song, C., Zhang, X., Chapter 4: Statistical Modelling of Electrocardiography Signal for Subject Monitoring and Diagnosis, Biomedical Informatics, Healthcare Analytics: From Data to Knowledge to Healthcare Improvement [B]. Wiley Series in Operations Research and Management Science, 2015 (ISBN-13: 978-1118919392 ISBN-10: 1118919394, The 1st edition).