Computational Methods for Genotype-Phenotype Associations from Electronic Health Records

Dr. David Page, PhD from Duke University works on algorithms for data mining and machine learning, and their applications to biomedical data, especially de-identified electronic health records and high-throughput genetic and other molecular data. Of particular interest are machine learning methods for complex multi-relational data (such as electronic health records or molecules) and irregular temporal data, and methods that find causal relationships or produce human-interpretable output.