11 citations · 15 across the 4 of their papers we have counts for
4 papers
Hierarchical Pretraining for Biomedical Term Embeddings
Bryan Cai, Sihang Zeng, Yucong Lin +3
Electronic health records (EHR) contain narrative notes that provide extensive details on the medical condition and management of patients. Natural language processing (NLP) of cli…
Bootstrapping the Cross-Validation Estimate
Bryan Cai, Yuanhui Luo, Xinzhou Guo +6
Cross-validation is a widely used technique for evaluating the performance of prediction models, ranging from simple binary classification to complex precision medicine strategies.…
Exact Inference for Disease Prevalence Based on a Test with Unknown Specificity and Sensitivity
Bryan Cai, John P. A. Ioannidis, Eran Bendavid +1
To make informative public policy decisions in battling the ongoing COVID-19 pandemic, it is important to know the disease prevalence in a population. There are two intertwined dif…
Priv'IT: Private and Sample Efficient Identity Testing
Bryan Cai, Constantinos Daskalakis, Gautam Kamath
We develop differentially private hypothesis testing methods for the small sample regime. Given a sample from a categorical distribution over some domain , an expli…