Biostatistics and Medical Informatics Seminar with Assistant Professor Marinka Zitnik of Harvard University
Graph AI to Enable Precision Medicine
Friday, October 14, 2022
Auditorium, Genetics-Biotechnology Center Building
Graph representation learning leverages knowledge, geometry, and structure to develop powerful machine learning methods. Dr. Zitnik will first introduce Shepherd, a graph neural network for personalized diagnosis of patients with rare genetic diseases. Diagnostic delay is pervasive in patients with rare genetic conditions.Second, I will describe applications of graph neural networks in drug discovery, which are available through the Therapeutics Data Commons.