108 citations · 159 across the 4 of their papers we have counts for
4 papers
Current and future directions in network biology
Marinka Zitnik, Michelle M. Li, Aydin Wells +34
Network biology is an interdisciplinary field bridging computational and biological sciences that has proved pivotal in advancing the understanding of cellular functions and diseas…
deep unfolding for non-negative matrix factorization with application to mutational signature analysis
Rami Nasser, Yonina C. Eldar, Roded Sharan
Non-negative matrix factorization (NMF) is a fundamental matrix decomposition technique that is used primarily for dimensionality reduction and is increasing in popularity in the b…
BeWith: A Between-Within Method to Discover Relationships between Cancer Modules via Integrated Analysis of Mutual Exclusivity, Co-occurrence and Functional Interactions
Phuong Dao, Yoo-Ah Kim, Damian Wojtowicz +3
The analysis of the mutational landscape of cancer, including mutual exclusivity and co-occurrence of mutations, has been instrumental in studying the disease. We hypothesized that…
A Minimum-Labeling Approach for Reconstructing Protein Networks across Multiple Conditions
Arnon Mazza, Irit Gat-Viks, Hesso Farhan +1
The sheer amounts of biological data that are generated in recent years have driven the development of network analysis tools to facilitate the interpretation and representation of…