551 citations · 553 across the 2 of their papers we have counts for
3 papers
q-bio.MN2017
Large-scale analysis of disease pathways in the human interactome
Monica Agrawal, Marinka Zitnik, Jure Leskovec
Discovering disease pathways, which can be defined as sets of proteins associated with a given disease, is an important problem that has the potential to provide clinically actiona…
cs.LG2017★ 2 cited
Jumping across biomedical contexts using compressive data fusion
Marinka Zitnik, Blaz Zupan
Motivation: The rapid growth of diverse biological data allows us to consider interactions between a variety of objects, such as genes, chemicals, molecular signatures, diseases, p…
cs.LG2017★ 551 cited
Predicting multicellular function through multi-layer tissue networks
Marinka Zitnik, Jure Leskovec
Motivation: Understanding functions of proteins in specific human tissues is essential for insights into disease diagnostics and therapeutics, yet prediction of tissue-specific cel…