基本信息
浏览量:1
职业迁徙
个人简介
Receiving my PhD in 2009, I started my career as a data scientist in cancer research, where the ever-increasing volume and complexity in clinical data calls for novel data analytical approaches to meet the unmet need for personalized precision therapy. I worked as a lecturer in biomarker statistics in the University of Manchester from 2014-2018, before I joined the newly established Manchester Centre for Cancer Biomarker Sciences as the lead biostatistician.
My research focused on developing and applying novel statistical methods to identify innovative biomarkers that help deliver personalized therapy in cancer diagnosis and treatment. My current researches include: (1) developing novel Bayesian methods for joint modelling of longitudinal and time-to-event data, to identify biomarkers that predict treatment response and resistance (2) using machine learning approaches to predict cancer treatment outcome via single cell sequencing data (3) designing clinical trials and translational biomarker studies on novel cancer drugs.
My research focused on developing and applying novel statistical methods to identify innovative biomarkers that help deliver personalized therapy in cancer diagnosis and treatment. My current researches include: (1) developing novel Bayesian methods for joint modelling of longitudinal and time-to-event data, to identify biomarkers that predict treatment response and resistance (2) using machine learning approaches to predict cancer treatment outcome via single cell sequencing data (3) designing clinical trials and translational biomarker studies on novel cancer drugs.
研究兴趣
论文共 55 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
Alexander D Murphy,Catharine Porter,Ann White, Alys Irving,Richard Adams,Ruby Ray,Angela Casbard,Reem D Mahmood, Suman Karanth,Cong Zhou, Julia Pugh,Chelsey Wheeler,
International journal of gynecological cancer : official journal of the International Gynecological Cancer Societyno. 7 (2024): 1034-1040
Alexander D Murphy,Catharine Porter,Ann White, Alys Irving,Richard Adams,Ruby Ray,Angela Casbard,Reem D Mahmood, Suman Karanth,Cong Zhou,Julia Pugh, Chelsey Wheeler,
International Journal of Gynecologic Cancerpp.ijgc-2024, (2024)
ESMO openno. 3 (2022): 100430-100430
bioRxiv (Cold Spring Harbor Laboratory)no. 10 (2022): 1362-1385
加载更多
作者统计
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn