CASE STUDIES

Pattern Discovery Beyond Published Results: Three Papers

We set out to reproduce or improve upon the predictive accuracies of three recent published studies in the area of breast cancer tumor identification, fatal heart failure in cardiac patients, and behavioral determinants of cervical cancer.

Our Pattern Discovery Engine™ was able to exceed the published, peer-reviewed accuracy results presented in these three papers and provide subsets of the covariates of the datasets that most informed its final predictive models.

In addition, the Pattern Discovery Engine produced a human readable mathematical model that describes the relationships of the covariates to the final predictive model

Read the paper here.