Model Selection

Evidence of antagonistic predictive effects of miRNAs in breast cancer cohorts through data-driven networks

This work attempts to explain some contradictory results that have been found regarding the oncogenic or protective roles of miRNAs in breast cancer progression

Interpretable Network Selection

Many machine/statistical-learning techniques are tailored for accurate prediction but not necessarily for ease of interpretation. This project aims to achieve both.