Sakib Mostafa, PhD

Biological systems are inherently structured, with genes and molecular components interacting through organized pathways and networks. Graph-based representations are therefore widely used in biological analysis. However, many existing deep learning approache...

Medical imaging and molecular omics data provide complementary information about disease. Imaging describes tissue and organ structure, while omics measurements, e.g., gene expression, capture cellular and molecular processes. Integrating these data types is...