學習經曆
2017-2020 香港城市大學 數據科學專業 博士
2014-2017 中南大學 交通運輸專業 碩士
2010-2014 中南大學 交通運輸專業 學士
工作經曆
2022-至今 太阳集团1088vip 副教授
2020-2022 香港大學自殺防治與研究中心 博士後
研究方向
主要研究方向為非傳染病流行病學，聚焦于采用數據科學和深度學習算法，開展行為健康和系統生物學方向的研究。相關研究成果發表于Communications Medicine (Nature Portfolio), Social Science & Medicine, IEEE Transactions on Cybernetics (IF 10.1)等，獲香港行為健康協會傑出博士論文獎，香港城市大學傑出學術表現獎等獎勵。
研究項目
2022-2027 太阳集团app首页“百人計劃”人才引進項目 30萬
2024-2026 廣州市基礎與應用基礎研究項目 5萬
2023-2024 高校基本業務費 5萬
2024-2026 橫向課題 40萬
2024-2025 廣東省醫學科學技術研究基金 1萬
代表成果
1. Xu, Z., Chan, C. S., Zhang, Q., Xu, Y., He, L., Cheung, F., ... & Yip, S.F.P.* (2022). Network-based prediction of the disclosure of suicidal ideation in online counseling sessions. Communications Medicine, 2, 156.
2. Xu, Z., Xu, Y., Cheung, F., Cheng, M., Lung, D., Law, Y. W., ... & Yip, S.F.P.* (2021). Detecting suicide risk using knowledge-aware natural language processing and counseling service data. Social Science & Medicine, 283, 114176.
3. Xu, Z., Zhang, J., Zhang, Q.*, Xuan, Q., & Yip, S.F.P. (2021). A Comorbidity Knowledge-Aware Model for Disease Prognostic Prediction. IEEE Transactions on Cybernetics.
4. Xu, Z., Yang, J., Zhang, Q.*, & Yip, S.F.P.* (2021). Risk of suicide after a self-poisoning episode: a self-controlled case series study. Social Psychiatry and Psychiatric Epidemiology, 56(12): 2155-2162.
5. Xu, Z., Cheng, W., Zhang, Q.*, and Tian, J. Mass screening for low bone density in society using basic check-up items. IEEE Transactions on Computational Social Systems, 2022.
6. Christien KH Li+, Zhongzhi Xu+ (co-first), Jeffery Ho, et al. Association of NPAC score with survival after acute myocardial infarction. Atherosclerosis, 2020.
7. Xu, Z., Zhang, Q.*, Li, W., Li, M., & Yip, S.F.P. (2019). Individualized prediction of depressive disorder in the elderly: a multitask deep learning approach. International Journal of Medical Informatics, 132, 103973.
8. Xu, Z., Yang, J., Kai Lau, K., Yip, S.F.P., Wong, I. C., & Zhang, Q.* (2020). Understanding the Association Between Antidepressants and the Risk of Being Diagnosed with Dementia in Older People: A Self-Controlled Case Series Study. Journal of Alzheimer's Disease, (2020), 1-10.
9. Z. Xu, Q. Zhang, D. Chen and Y. He, "Characterizing the Connectivity of Railway Networks," in IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 4, pp. 1491-1502, April 2020
10. Xu, Z., Zhang, Q.* & Yip, S.F.P*. (2020). Predicting post-discharge self-harm incidents using disease comorbidity network: a retrospective machine learning study. Journal of Affective Disorders. 277. 402 - 409.
11. Mengzhuo Guo, Zhongzhi Xu, Qingpeng Zhang, Xiuwu Liao, and Jiapeng Liu. 2021. Deciphering Feature Effects on Decision-Making in Ordinal Regression Problems: An Explainable Ordinal Factorization Model. ACM Trans. Knowl. Discov. Data 16, 3, Article 59 (June 2022)
12. Zhongzhi Xu, Christian S. Chan, Jerry Fung, Christy Tsang, Qingpeng Zhang, Yucan Xu, Florence Cheung, Weibin Cheng, Evangeline Chan, Paul S.F. Yip*. Developing and validating a parser-based suicidality detection model in text-based mental health services. Journal of Affective Disorders. 2023.
13. Hao Ren, Fengshi Jing, Zhurong Chen, Shan He, Jiandong Zhou, Le Liu, Ran Jing, Wanmin Lian, Junzhang Tian, Qingpeng Zhang*, Zhongzhi Xu*, Weibin Cheng*. CheXMed: A multimodal learning algorithm for pneumonia detection in the elderly. Information Sciences. 0020-0255. 119854. 2023.
14. Yuxie Xiao, Lulu Lin, Junjie Wang, Qian Tan, Hanchu Zhou, Yi Yang,* Zhongzhi Xu,*. Fatal Crashes and Rare Events Logit Regression: An Exploratory Empirical Study. Frontiers in Public Health. 2023.
Awards
李文，陳思遙，丁揚陽。全國大學生統計建模大賽二等獎，2023，指導老師。
Academic positions
廣東省預防醫學會健康醫療大數據專業委員會委員, 2023-2028
招生方向
招收流行病學，衛生統計學，管理學，計算機等方向的碩士研究生。
