Jiacheng Miao
Hi! I am a fourth year Ph.D. candidate in Biomedical Data Science at UW-Madison, advised by Prof. Qiongshi Lu & Lauren Schmitz. I got a B.S. in Statistics from Nanjing University. Here is a curriculum vitae.
I study problems in the intersection of Human Genetics, Statistics, Machine Learning, and their application to Medicine. Questions that excite me are
How to ensure the reliability of scientific discoveries when using "black box" machine learning predictions?
How do genetic effects vary with age, biological sex, environmental exposure and genetic background?
How to ensure the generalizability and fairness of genetically-informed disease risk prediction in different contexts?