13 citations · 54 across the 17 of their papers we have counts for
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q-bio.MN2020
A dynamical system model for predicting gene expression from the epigenome
James Brunner, Jacob Kim, Timothy Downing +2
Gene regulation is an important fundamental biological process. The regulation of gene expression is managed through a variety of methods including epigenetic processes (e.g., DNA…
cs.LG2020★ 1 cited
Graph Prolongation Convolutional Networks: Explicitly Multiscale Machine Learning on Graphs with Applications to Modeling of Cytoskeleton
C. B. Scott, Eric Mjolsness
We define a novel type of ensemble Graph Convolutional Network (GCN) model. Using optimized linear projection operators to map between spatial scales of graph, this ensemble model…