(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59599aa美高梅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、中国卫生信息学会卫生统计学教育专业委员会常务委员、中国卫生信息学会统计理论与方法专业委员会委员、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；Executive Committee Member of the Health Statistics Education Professional Committee of the Chinese Society for Health Information; Member of the Statistical Theory and Methods Professional Committee of the Chinese Health Information Society; Director of the Chinese Branch of the International Society for Biostatistics; Member of Biostatistics branch of Chinese Preventive Medicine Association; 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，主持美高梅教改8项。发表中英文论文150篇，其中SCI论文60多篇，主编教材1本，副主编教材《医学统计学》6本；参编教材13本，参译教材1本。

2021年上海市育才奖，2021年美高梅第八届“名课优师”、2021年美高梅本科生优秀班主任、2021年美高梅教学成果三等奖、2019年美高梅育才奖一等奖、2016年美高梅育才奖二等、2017年美高梅教学成果三等奖、2018年美高梅精品实验优秀结题项目、2013年山西省科技进步二等奖、2013年59599aa美高梅优秀教师。

aking 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 8 educational reform projects of Tongji University. Published totally more than 150 papers in Chinese and English, including more than 60 SCI papers. Editor in Chief: 1 textbook，participated in 6 textbooks of medical statistics as deputy editor, participated in compiling 13 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 Jun Liu, Lingxiao Xu, Enzhao Zhu, Chunxia Han, Zisheng Ai*. Prediction of acute kidney injury in patients with femoral neck fracture utilizing machine learning[J]. Front Surg. 2022, 26; 9: 928750.

2 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.

3 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.

4 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.

5 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

6 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 .

7 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/）.

8 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.

9 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.

10 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 .