School of Medicine
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Xiangqi Bai
Postdoctoral Scholar, Oncology
BioMy research is focused on computational and systems biology. My primary research interest lies in developing new computational algorithms and statistical methods for the analysis of complex data in biological systems, especially related to the large-scale single-cell RNA sequencing data. The specific topics I have examined include:
1. Integration of single-cell multi-omics datasets for tumor
2. Statistical test of cell developmental trajectories
3. Visualization and reconstruction of single-cell RNA sequencing data
4. Computational analysis of the bifurcating event revealed by dynamical network biomarker methods -
Michael Baiocchi
Associate Professor of Epidemiology and Population Health and, by courtesy, of Statistics and of Medicine (Stanford Prevention Research Center)
BioProfessor Baiocchi is a PhD statistician in Stanford University's Epidemiology and Population Health Department. He thinks a lot about behavioral interventions and how to rigorously evaluate if and how they work. Methodologically, his work focuses on creating statistically rigorous methods for causal inference that are transparent and easy to critique. He designed -- and was the principle investigator for -- two large randomized studies of interventions to prevent sexual assault in the settlements of Nairobi, Kenya.
Professor Baiocchi is an interventional statistician (i.e., grounded in both the creation and evaluation of interventions). The unifying idea in his research is that he brings rigorous, quantitative approaches to bear upon messy, real-world questions to better people's lives. -
Matthew C. Baker, MD MS
Assistant Professor of Medicine (Immunology and Rheumatology)
BioDr. Baker is the Clinical Chief in the Division of Immunology and Rheumatology at Stanford University and the Co-Director of the Stanford Multidisciplinary Sarcoidosis Program. He received his bachelor's degree from Pomona College, his medical degree from Harvard Medical School, and his master's degree in Epidemiology and Clinical Research from Stanford University. He completed his Internal Medicine residency at the Massachusetts General Hospital and his Rheumatology fellowship at Stanford University. Dr. Baker has established a clinical research program that is focused on clinical trials, epidemiological studies, and bench-to-bedside translational research. He has designed and led investigator-initiated and industry sponsored clinical trials with a focus on sarcoidosis, IgG4-related disease, Sjogren's syndrome, and rheumatoid arthritis. He also utilizes large databases to study osteoarthritis, with an interest in repurposing existing drugs for the treatment of osteoarthritis.