(1)人工智能在医学中的应用；

(2) 多元统计学方法在临床研究中的应用；

(3) 数据挖掘及生物信息学；

(4) 骨科、眼科及内科等临床流行病学；

(5)慢性疾病的人群队列前瞻性观察研究。

(1) Application of artificial intelligence in medicine;

(2) Application of Multivariate Statistical Method in Clinical Research;

(3) Application of multivariate statistical methods in clinical research;

(4) Data Mining and Bioinformatics;

(5) Prospective cohort study of chronic diseases.

现任同济大学医学院医学统计学教研室主任。上海市预防医学会卫生统计学学会副主任委员、国家生物统计学会中国分会理事、中华预防医学会生物统计分会委员、中国卫生信息学会卫生统计学教育专业委员会委员、中国医疗教育协会医药统计专业委员会委员、全国工业统计学教学研究会健康医疗大数据学会理事、上海市中西医学会灾难医学委员。

Director of the Department of Medical Statistics, Medical College of Tongji University.；Vice chairman of the Shanghai Institute of Preventive Medicine, Institute of Health Statistics；Member of the National Branch of the National Biostatistics Society.；Member of Biostatistics branch of Chinese Preventive Medicine Association ；Member of the Health Statistics Education Committee of the China Health Information Society.；Member of the Medical Statistics Professional Committee of China Medical Education Association.；National Institute of Industrial Statistics Teaching Research Council, Director of Health Medical Big Data Society.；Member of the Disaster Medical Committee of the Shanghai Chinese and Western Medical Association.

主持国自然项目1项，参与国自然3项，主持省部级课题4项，主持国家级教改项目1项，主持省部级教改1项，主持同济大学教改4项。发表中英文论文100篇，其中SCI论文40多篇，副主编教材《医学统计学》3本；参编教材8本，参译教材1本。

2021年上海市育才奖，2021年同济大学第八届“名课优师”、2021年同济大学本科生优秀班主任、2021年同济大学教学成果三等奖、2019年同济大学育才奖一等奖、2016年同济大学育才奖二等、2017年同济大学教学成果三等奖、2018年同济大学精品实验优秀结题项目、2013年山西省科技进步二等奖、2013年同济大学医学院优秀教师。

Taking charge of 1 project of The National Natural Science Foundation of China (NSFC); participating in 3 projects of NSFC; Taking charge of 3 educational reform projects of Tongji University, 1 national educational reform project, 1 provincial educational reform project and 4 educational reform projects of Tongji University. Published totally more than 100 papers in Chinese and English, including more than 40 SCI papers. Participated in 3 textbooks of medical statistics as deputy editor, participated in compiling 8 textbooks and translating 1 textbook.

Awarded:

(1) Shanghai Education Talent Award，2021

(2) The 8th "famous courses and excellent teachers" of Tongji University，2021

(3) Tongji University undergraduate excellent class teacher,2021

(4) First prize of Tongji University Education Talent Award. 2019.

(5) Second prize of Tongji University Education Talent Award. 2016.

(6) Third prize of Tongji University Teaching Achievement Award. 2017.

(7) Excellent Project of the Ninth "Excellent Experiment Project" of Tongji University - Statistical Charts 2018.3.

(8) Shanxi Science and Technology Award in 2013: Long-term effect evaluation of percutaneous vertebroplasty with scientific and technological progress and related factors analysis of re-fracture.

(9) Excellent Teacher of Medical College of Tongji University. 2013. Papers: Published about more than 100 Chinese and English papers, including more than 40 SCI papers.

Representative works:

1 Huan Wang , Wei Wu , Chunxia Han , Jiaqi Zheng , Xinyu Cai , Shimin Chang , Junlong Shi , Nan Xu , Zisheng Ai* . Prediction Model of Osteonecrosis of the Femoral Head After Femoral Neck Fracture: Machine Learning-Based Development and Validation Study. JMIR Med Inform. 2021 Nov 19;9(11):e30079. doi: 10.2196/30079.

2 Jiaqi Zheng , Huan Wang, Youshui Gao , Zisheng Ai*. A Study on the Evaluation of a Risk Score of Osteonecrosis of the Femoral Head Based on Survival Analysis. J Arthroplasty. 2021 Jan;36(1):62-71.

3 Qiang Wang, Lei Zhang , Jiechun Zhang , Zhihao Ye, Ping Li, Feng Wang, Yili Cao, Shaojun Zhang, Fang Zhou, Zisheng Ai*, Nan Zhao. Prevalence of Comorbid Personality Disorder in Psychotic and Non-psychotic Disorders. Front Psychiatry. 2021 Dec 24;12:800047. doi: 10.3389/fpsyt.2021.800047. eCollection 2021.

4 Mengru Zhang , Qiang Chen , Ran Dong , Li Yu , Zisheng Ai, Xianghuai Xu , Zhongmin Qiu. Prediction of therapeutic efficacy of gabapentin by Hull Airway Reflux Questionnaire in chronic refractory cough. Ther Adv Chronic Dis. 2020 Dec 26;11:2040622320982463. doi: 10.1177/2040622320982463. eCollection 2020.

5 Zhidao Shi , Jingzhi Chang , Xiquan Ma , Feiyan Yin , Min Ma , Wentian Li , Binggen Zhu , ZiSheng Ai , Xudong Zhao.The Psychometric Properties of General Adherence Scale in Chinese (GAS-C) in Patients with Type 2 Diabetes Using Insulin. Diabetes Metab Syndr Obes. 2021 Feb 22;14:801-811.

6 Bin Wang , Yuhong Tang , Yinan Chen, Preeti Hamal , Yajing Zhu, TingTing Wang, Yangyang Sun, Yang Lu , Maheshkumar Satishkumar Bhuva , Xue Meng, Yang Yang , Zisheng Ai, Chunyan Wu , Xiwen Sun. Joint use of the radiomics method and frozen sections should be considered in the prediction of the final classification of peripheral lung adenocarcinoma manifesting as ground-glass nodules. Lung Cancer. 2020 Jan;139:103-110

7 Yang QH, Chen YX, Zhu DY, Ai ZS*, Gao YS. Geographic Variations in Intertrochanteric Femoral Fractures in China. Biomed Res Int. 2019 Oct 17;2019:8396723. doi: 10.1155/2019/8396723. eCollection 2019 .

8 Liu Y, Zhang Y, Liang X, Shao J, Ai Z*, Yang T. Relative Incidence of Proximal Fibula Fractures with Tibial Plateau Fractures: An Investigation of 354 Cases. J Knee Surg. 2020 Jun;33(6):531-535. （https://pubmed.ncbi.nlm.nih.gov/30822785/）.

9 Li J, Guo L, Chai L, Ai Z*. Comprehensive Analysis of Driver Genes in Personal Genomes of Clear Cell Renal Cell Carcinoma. Technol Cancer Res Treat. 2019 Jan 1;18:1533033819830966.

10 Hui Cai , Jianan Huang, Meiling Jin, Zisheng Ai, Hongwei Liu, Ling Ye Influence of air pollution and wind chill on hospital admissions for COPD exacerbation in Fengxian District, Shanghai. Int J Clin Exp Med 2018;11(9):9974-9980 Int J Clin Exp Med 2017 0.833

11 Zhang Y, Shi Q, Luo M, Wang H, Qi X, Hou CH, Li F, Ai Z, Junior JTA. Improved bauxite residue dealkalization by combination of aerated washing and electrodialysis. J Hazard Mater. 2019 Feb 15;364:682-690.

12 Xiaoxian Qu , Jingyi Zhuang , Chuanlu Xu , Zisheng Ai , Ling Yuan , Yuping Tang , Qun Shu , Yirong Bao , Huan Han , Hao Ying. Maternal serum pentraxin 3 level in early pregnancy for prediction of gestational diabetes mellitus. Ann Transl Med. 2019 Dec;7(23):722.

13 Ai ZS, Gao YS, Sun Y, Liu Y, Zhang CQ, Jiang CH. Logistic regression analysis of factors associated with avascular necrosis of the femoral head following femoral neck fractures in middle-aged and elderly patients. J Orthop Sci. 2013 Mar;18(2):271-276.

14 Zi-Sheng A, You-Shui G, Zhi-Zhen J, Ting Y, Chang-Qing Z. Hemiarthroplasty vs primary total hip arthroplasty for displaced fractures of the femoral neck in the elderly: a meta-analysis. J Arthroplasty. 2012 Apr;27(4):583-590 .

15 Jiang R, Ai ZS, Jiang X, Yuan P, Liu D, Zhao QH, He J, Wang L, Gomberg-Maitland M, Jing ZC. Intravenous fasudil improves in-hospital mortality of patients with right heart failure in severe pulmonary hypertension.Hypertens Res. 2015;38(8):539-44.

16 Song JF, Jing ZZ, Chen B, Ai ZS*, Hu W. One-stage anterolateral surgical treatment for lumbosacral segment tuberculosis. Int Orthop. 2012;36(2):339-344.

17 Qin J，Liu W，Zhu J，Weng W，Xu J，Ai Z* ，Health related quality of life and influencing factors among welders，PLoS One，2014，9（7）：e101982 .

18 Li J, Guo L, Ai Z*. An integrated analysis of cancer genes in clear cell renal cell carcinoma. Future Oncol. 2017 Apr;13(8):715-725.

19 Wu Y, Wang L, Cai Z, Bao L, Ai P, Ai Z. Prevalence and Risk Factors of Low Health Literacy: A Community-Based Study in Shanghai, China. Int J Environ Res Public Health. 2017 Jun 12;14(6). pii: E628. doi: 10.3390/ijerph14060628.

20 Shi DL, Wang YB, Ai ZS*. Effect of anterior cruciate ligament reconstruction on biomechanical features of knee in level walking: a meta-analysis. Chin Med J (Engl). 2010 ;123(21):3137-3142.

21 Ai ZS, Li J, Liu ZM, Fan HM, Zhang DF, Zhu Y, Zhang LJ, Zhu WQ, Bao Y. Reference value of brachial-ankle pulse wave velocity for the eastern Chinese population and potential influencing factors. Braz J Med Biol Res. 2011 Oct;44(10):1000-5.

22 Ye L, Mei Q, Li M, Gu M, Ai Z, Tang K, Shi D, Wu X, Wang X, Zheng Y. A Comparative Efficacy Evaluation of Ultrasound-Guided Pulsed Radiofrequency Treatment in the Gastrocnemius in Managing Plantar Heel Pain: A Randomized and Controlled Trial. Pain Med. 2015 Apr;16(4):782-90.