Stéphane Guerrier

This paper develops a statistical framework for identifying Granger causal relationships in irregularly sampled time series data from Arabidopsis thaliana, revealing 3,078 significant gene interactions related to nitrogen signaling.

The paper identifies 112 miRNA combinations that accurately distinguish healthy breast tissue from breast carcinoma using a machine learning approach that generates sets of equivalent predictive models.