Network Medicine

A comprehensive overview of fundamental concepts, deep learning methods and critical challenges of Network Biology in Network Biology, Network Medicine, and Network Pharmacology.

A comprehensive overview of fundamental concepts, deep learning methods and critical challenges of Network Biology in Network Biology, Network Medicine, and Network Pharmacology.

Authored a chapter in the textbook Deep Learning in Biology and Medicine. In the chapter we introduced the fundamental concepts of Network Biology, and we presented the state-of-the-art deep learning strategies used to tackle critical challenges in Network Biology, Network Medicine, and Network Pharmacology.

Wrote a chapter in Artificial Intelligence in Medicine. In the book, we introduced the fundamental concepts and findings of Network Medicine. We presented the application of a novel algorithm for inducing disease taxonomy from molecular data, to shed light on disease mechanisms.