赖欣 |
赖欣,博士,计算机科学与技术学院副教授、博士生导师,兼任陕西省医疗健康大数据工程研究中心副主任。
赖欣博士一直从事医疗场景数据的评估体系定量化与标准化、医源性风险评估和预测预警、复杂疾病的临床辅助决策等方面的研究和实践工作;主持国家自然科学基金项目面向项目、青年项目,主持和参与香港政府HMRF基金、香港医管局SOMIP项目、国家自然科学基金重点项目等;累计发表研究论文近50篇;获四川省自然科学二等奖(2022)。
教育和工作经历
1. 2020/02-,西安交通大学计算机科学与技术学院,副教授,博士生导师
2. 2015/10-2020/01,西安交通大学管理学院,助理教授
3. 2010/05-2015/09,香港中文大学公共卫生学院,Instructor
4. 2005/09-2010/02,香港城市大学,统计学,研究生/博士
5. 2003/09-2009/12,中国科学技术大学,概率论与数理统计方向,研究生/博士
6. 1999/09-2003/07,中国科学技术大学,金融学,本科/学士
1.国家自然科学基金面上项目,72274152,融合前置因素的多阶段、多地区、多影响结果传染病传播风险动态监控方法研究,2023/1-2026/12,主持
2.国家自然科学基金面上项目,71872146,基于大数据的多指标手术质量评价及监控方法研究,2019/01-2022/12,主持
3.国家自然科学基金重点项目,71731009,大数据环境下的微观信用评价理论与方法研究,2018/01-2022/12,参与
4.国家自然科学基金青年科学基金项目,81201817,基于生存分析和肿瘤疗效终点的二期临床试验设计,2013/01-2015/12,已结题,主持
5.香港医院管理局基金,Provision for Statistical Service on Surgical Mortality and Morbidity,2013-2015,第一参与人
6.香港医疗卫生研究基金,An Alternative Approach to Estimating the Public Health Impact of Adverse Meteorological Conditions in Asian Cities with Sub-tropical Climates,2012-2014,参与
获2022年四川省自然科学二等奖,代表论文如下:
1. Lai X, Lian X, Liu L*, Wang J, Liu Y, Chong KC. (2023). Generalized likelihood ratio based risk-adjusted control chart for zero-inflated Poisson process, Quality and Reliability Engineering International 39, 363-381.
2. Wang Y#, Lai X#, Wang J*, Xu Y, Zhang X, Zhu X, Liu Y, Shao Y, Zhang L and Fang W (2022) TMBcat: A multi-endpoint p-value criterion on different discrepancy metrics for superiorly inferring tumor mutation burden thresholds. Front. Immunol. 13: 995180.
3. Lai X, Li X, Liu L, Tsung F*, Lai PBS, Wang J, Zhang X, Zhu X, Liu J. (2021). A risk-adjusted approach to monitoring surgery for survival outcomes based on a weighted score test. Computers & Industrial Engineering 160, 107568.
4. Liu R, Lai X*, Wang J, Zhang X, Zhu X, Lai PBS, Guo C*. (2021). A non-linear ensemble model-based surgical risk calculator for mixed data from multiple surgical fields, BMC Medical Informatics and Decision Making 21, Suppl 2, 88.
5. Lai X, Liu R, Liu L, Wang J, Zhang X, Zhu X, Chong KC. (2021). Residuals based EWMA control charts with risk adjustments for zero-inflated Poisson models. Quality and Reliability Engineering International 38, 283-303.
6. Liu L, Peng Q, Lai X*, Deng Z. (2020). An adaptive nonparametric exponentially weighted moving average control chart with dynamic sampling intervals. Statistical Analysis and Data Mining 14, 74-87.
7. Liu J, Lai X*, Wang J, Lai PBS, Zhang X, Zhu X. (2020). A Fast Online Monitoring Approach for Surgical Risks. Mathematical Biosciences and Engineering 17, 3130-3146.
8. Lai X, Liu L*. (2018). A Simple Test Procedure in Standardizing the Power of Hosmer-Lemeshow Test in Large Data Sets. Journal of Statistical Computation and Simulation 88, 2463-2472.
9. Liu L, Lai X, Zhang J, Tsung, F*. (2018). Online profile monitoring for surgical outcomes using a weighted score test. Journal of Quality Technology 50, 88-97.
10. Yue J, Lai X, Liu L*. (2017). A new VLAD-based control chart for detecting surgical outcomes. Statistics in Medicine 36, 4540-4547.
11. Lai X, Yau, KKW*. (2017). Competing Risk Model with Bivariate Random Effects for Clustered Survival Data, Computational Statistics and Data Analysis 112, 215-223.