graph mining

Developed a deep graph learning model for predicting disease-gene associations. The model jointly learns functional and connectivity patterns using a novel technique based on attributed random walks.

A novel graph deep learning model for predicting disease-gene associations. The model jointly learns functional and connectivity patterns using a novel technique based on attributed random walks.

A novel graph deep learning model for predicting disease-gene associations. The model jointly learns functional and connectivity patterns using a novel technique based on attributed random walks. (Conference version)

A presentation about the current research projects of the lab. As research project for the “AI for Health and Medicine” workshop, I presented the first version of RW², a novel graph deep learning model for predicting disease-gene associations.