"Health care"

A Comparison of Dimensionality Reduction Techniques for Unstructured Clinical Text

Much of clinical data is free text, which is challenging to use together with machine learning, visualization tools, and clinical decision rules. In this paper, we compare supervised and unsupervised dimensionality reduction techniques, including the …

Probabilistic Modeling of Systematic Errors in Two-Hybrid Experiments

We describe a novel probabilistic approach to estimating errors in two-hybrid (2H) experiments. Such experiments are frequently used to elucidate protein-protein interaction networks in a high-throughput fashion; however, a significant challenge with …