157 citations · 225 across the 3 of their papers we have counts for
4 papers
Increased signaling entropy in cancer requires the scale-free property of protein interaction networks
Andrew E. Teschendorff, Christopher R. S. Banerji, Simone Severini +2
One of the key characteristics of cancer cells is an increased phenotypic plasticity, driven by underlying genetic and epigenetic perturbations. However, at a systems-level it is u…
Cellular network entropy as the energy potential in Waddington's differentiation landscape
Christopher R. S. Banerji, Diego Miranda-Saavedra, Simone Severini +4
Differentiation is a key cellular process in normal tissue development that is significantly altered in cancer. Although molecular signatures characterising pluripotency and multip…
A notion of graph likelihood and an infinite monkey theorem
Christopher R. S. Banerji, Toufik Mansour, Simone Severini
We play with a graph-theoretic analogue of the folklore infinite monkey theorem. We define a notion of graph likelihood as the probability that a given graph is constructed by a mo…
Network Transfer Entropy and Metric Space for Causality Inference
Christopher R. S. Banerji, Simone Severini, Andrew E. Teschendorff
A measure is derived to quantify directed information transfer between pairs of vertices in a weighted network, over paths of a specified maximal length. Our approach employs a gen…