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个人简介
She is known for developing Bayesian statistical theory and methodology for complex, heterogeneous, and large-scale datasets, with applications in a broad range of fields, such as electronic health/medical record data, cancer genomics, clinical trials, and network data. By developing novel statistical methods and new computational algorithms with open-source software, her work has led to a better understanding of heterogeneity in treatment effects across patient subpopulations in clinical trials, advanced personalized treatment response from electronic health/medical record data to facilitate precision medicine, and shed light on the effects of antiretroviral drugs on mental health and central nervous systems in HIV patients.
Xu’s research has been funded by National Science Foundation (NSF), National Institutes of Health (NIH), The Johns Hopkins Center for AIDS Research, France’s Institut National du Cancer, and various industries (e.g., AstraZeneca, Booz Allen Hamilton). She has published more than 35 articles in academic journals and co-authored three book chapters.
She is the recipient of a 2016 Mitchell Prize from the International Society for Bayesian Analysis (ISBA), JHU’s Center for AIDS Research Faculty Development Award, and Hopkin’s inHealth Discovery Program Award. She has also received travel awards from The American Statistical Association, Southern Regional Council on Statistics, Women in Machine Learning, and IEEE’s International Workshop on Genomic Signal Processing and Statistics (GENSIPS).
Xu’s research has been funded by National Science Foundation (NSF), National Institutes of Health (NIH), The Johns Hopkins Center for AIDS Research, France’s Institut National du Cancer, and various industries (e.g., AstraZeneca, Booz Allen Hamilton). She has published more than 35 articles in academic journals and co-authored three book chapters.
She is the recipient of a 2016 Mitchell Prize from the International Society for Bayesian Analysis (ISBA), JHU’s Center for AIDS Research Faculty Development Award, and Hopkin’s inHealth Discovery Program Award. She has also received travel awards from The American Statistical Association, Southern Regional Council on Statistics, Women in Machine Learning, and IEEE’s International Workshop on Genomic Signal Processing and Statistics (GENSIPS).
研究兴趣
论文共 119 篇作者统计合作学者相似作者
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Luis Parra-Rodriguez,Jane O'Halloran, Yuezhe Wang,Wei Jin,Raha M. Dastgheyb,Amanda B. Spence,Anjali Sharma,Deborah R. Gustafson,Joel Milam,Kathleen M. Weber,Adaora A. Adimora,Igho Ofotokun,
AIDSno. 2 (2024): 167-176
Statistics and its interfaceno. 2 (2024): 199-217
arxiv(2024)
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CoRR (2024)
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BIOSTATISTICS (2024)
ANNALS OF APPLIED STATISTICSno. 4 (2023): 3035-3055
Psychosomatic medicineno. 4 (2023): 341-350
Jin Kook Kang, Dapeng Yao,Hannah Rando, Ifeanyichukwu D. Chinedozi,Zachary Darby,Yanxun Xu,Brian T. Garibaldi,Glenn J. Whitman,Sung-min Cho, Bo S. Kim
JOURNAL OF THE AMERICAN COLLEGE OF SURGEONSno. 5 (2023): S66-S66
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