Search Results for "decisions"

Global Unified Data Modeler (GUDM) is a bioinformatics software tool used for pre-processing and integrating multiple heterogeneous datasets, collected from multi-modal sources, into an integrated dataset. This integrated dataset is supposed to be used for different types of medical analysis and unified decisions, using different machine learning approaches.

..., et al. Output allows for decisions based on CDF probabilities, top R values, or comparison of R values with randomized data. Comparisons are the believability metric of Stekel et al, or observed vs expected R at a given mean expression. Randomization is through Poisson or negative binomial distributions, or column shuffling.

Decision support tool that assesses breast cancer risk and identifies risk-reducing interventions. Includes web service implementations of established models -- BRCAPRO, Gail, Claus, BCSC Density -- for calculating breast cancer risk.