I built a Bayesian joint model to demonstrate the impact of calcineurin inhibitors variability on the long-term survival outcomes for patients with kidney transplantation.
By Li Ge in Survival Analysis Stan
August 23, 2020
I engineered Mask R-CNN to automate the real-time monitoring and assessment of cataract surgery in collaboration with the Department of Ophthalmology and Visual Sciences. This model achieved outstanding performance in tracking the pupil and twelve different surgical tools.
By Li Ge in Machine Learning Computer Vision
December 6, 2019
I developed a new method to estimate the genetic correlation between key phenotypes and polygenic risk scores. This approach is both robust and privacy-protecting - it can correct for sample overlap and only requires GWAS summary-level statistics as input.
By Li Ge in Statistical Genetics Causal Inference
August 20, 2019