38 citations · 159 across the 14 of their papers we have counts for
14 papers
Automatic Estimation of Ulcerative Colitis Severity from Endoscopy Videos using Ordinal Multi-Instance Learning
Evan Schwab, Gabriela Oana Cula, Kristopher Standish +4
Ulcerative colitis (UC) is a chronic inflammatory bowel disease characterized by relapsing inflammation of the large intestine. The severity of UC is often represented by the Mayo…
Information Flow in Interaction Networks
Aleksandar Stojmirović, Yi-Kuo Yu
Interaction networks, consisting of agents linked by their interactions, are ubiquitous across many disciplines of modern science. Many methods of analysis of interaction networks…
CytoITMprobe: a network information flow plugin for Cytoscape
Aleksandar Stojmirović, Alexander Bliskovsky, Yi-Kuo Yu
To provide the Cytoscape users the possibility of integrating ITM Probe into their workflows, we developed CytoITMprobe, a new Cytoscape plugin. CytoITMprobe maintains all the desi…
ppiTrim: Constructing non-redundant and up-to-date interactomes
Aleksandar Stojmirović, Yi-Kuo Yu
Robust advances in interactome analysis demand comprehensive, non-redundant and consistently annotated datasets. By non-redundant, we mean that the accounting of evidence for every…
Robust and accurate data enrichment statistics via distribution function of sum of weights
Aleksandar Stojmirović, Yi-Kuo Yu
Term enrichment analysis facilitates biological interpretation by assigning to experimentally/computationally obtained data annotation associated with terms from controlled vocabul…
ITM Probe: analyzing information flow in protein networks
Aleksandar Stojmirović, Yi-Kuo Yu
Summary: Founded upon diffusion with damping, ITM Probe is an application for modeling information flow in protein interaction networks without prior restriction to the sub-network…