12 citations · 13 across the 6 of their papers we have counts for
6 papers
WISDoM: characterizing neurological timeseries with the Wishart distribution
Carlo Mengucci, Daniel Remondini, Gastone Castellani +1
WISDoM (Wishart Distributed Matrices) is a new framework for the quantification of deviation of symmetric positive-definite matrices associated to experimental samples, like covari…
Circumventing the Curse of Dimensionality in Magnetic Resonance Fingerprinting through a Deep Learning Approach
Marco Barbieri, Leonardo Brizi, Enrico Giampieri +4
MR fingerprinting (MRF) is a rapid growing approach for fast quantitave MRI. A typical drawback of dictionary-based MRF is its explosion in size as a function of the number of reco…
Network Entropy measures applied to different systemic perturbations of cell basal state
G. Menichetti, G. Bianconi, E. Giampieri +2
We characterize different cell states, related to cancer and ageing phenotypes, by a measure of entropy of network ensembles, integrating gene expression values and protein interac…
Analysis of noise-induced bistability in Michaelis Menten single-step enzymatic cycle
Daniel Remondini, Enrico Giampieri, Armando Bazzani +2
In this paper we study noise-induced bistability in a specific circuit with many biological implications, namely a single-step enzymatic cycle described by Michaelis Menten equatio…
Stochastic analysis of a miRNA-protein toggle switch
E. Giampieri, D. Remondini, L. de Oliveira +2
Within systems biology there is an increasing interest in the stochastic behavior of genetic and biochemical reaction networks. An appropriate stochastic description is provided by…
Bistability in the Chemical Master Equation for Dual Phosphorylation Cycles
A. Bazzani, G. Castellani, E. Giampieri +2
Dual phospho/dephosphorylation cycles, as well as covalent enzymatic-catalyzed modifications of substrates, are widely diffused within cellular systems and are crucial for the cont…