Shiming Yang

Recently we had an article published titled as Anomaly Detection Outperforms Logistic Regression in Predicting Outcomes in Trauma Patients in Prehospital Emergency Care. The anomaly detection (AD) method was compared with logistic regression (LR), a very commonly used prediction or statistical analysis tool in medicine research. Given... [Read More]

This is from one of my previous posts. Just added a little more. We often need to compare two sets of data for their agreement. The Bland-Altman plot is a tool to analyze the agreement between two different measurements. I used it in several of my papers... [Read More]

Research Interests Clinical data analysis, prediction models (esp. for severe traumatic injury, pre-hospital, early life saving interventions) Medical sensor signal processing Bayesian learning and inference for datastreams Machine learning methods for model parameter estimation Numerical PDEs [Read More]