Learning statistical models of phenotypes using noisy labeled training data

Conclusions Our method provides an alternative to manual labeling for creating training sets for statistical models of phenotypes. Such an approach can accelerate research with large observational healthcare datasets and may also be used to create local phenotype models.

Source: Journal of the American Medical Informatics Association - May 11, 2016 Category: Information Technology Authors: Agarwal, V., Podchiyska, T., Banda, J. M., Goel, V., Leung, T. I., Minty, E. P., Sweeney, T. E., Gyang, E., Shah, N. H. Tags: Research and Applications Source Type: research