Amin Emad

This paper evaluates cross-validation techniques for gene regulatory network models, finding that clustering-based CV provides more accurate generalizability estimates than random CV.

The paper introduces ProGENI, a gene prioritization method that improves drug sensitivity prediction by integrating gene expression and prior biological knowledge, identifying new genes involved in chemoresistance.