90 citations · 191 across the 9 of their papers we have counts for
10 papers
Trajectories, bifurcations and pseudotime in large clinical datasets: applications to myocardial infarction and diabetes data
Sergey E. Golovenkin, Jonathan Bac, Alexander Chervov +5
Large observational clinical datasets become increasingly available for mining associations between various disease traits and administered therapy. These datasets can be considere…
Identification of microRNA clusters cooperatively acting on Epithelial to Mesenchymal Transition in Triple Negative Breast Cancer
Laura Cantini, Gloria Bertoli, Claudia Cava +6
MicroRNAs play important roles in many biological processes. Their aberrant expression can have oncogenic or tumor suppressor function directly participating to carcinogenesis, mal…
Robust And Scalable Learning Of Complex Dataset Topologies Via Elpigraph
Luca Albergante, Evgeny M. Mirkes, Huidong Chen +6
Large datasets represented by multidimensional data point clouds often possess non-trivial distributions with branching trajectories and excluded regions, with the recent single-ce…
Predicting genetic interactions from Boolean models of biological networks
Laurence Calzone, Emmanuel Barillot, Andrei Zinovyev
Genetic interaction can be defined as a deviation of the phenotypic quantitative effect of a double gene mutation from the effect predicted from single mutations using a simple (e.…
DeDaL: Cytoscape 3.0 app for producing and morphing data-driven and structure-driven network layouts
Urszula Czerwinska, Laurence Calzone, Emmanuel Barillot +1
Visualization and analysis of molecular profiling data together with biological networks are able to provide new mechanistical insights into biological functions. Currently, high-t…
NaviCell: a web-based environment for navigation, curation and maintenance of large molecular interaction maps
Inna Kuperstein, David PA Cohen, Stuart Pook +3
Molecular biology knowledge can be systematically represented in a computer-readable form as a comprehensive map of molecular interactions. There exist a number of maps of molecula…