681 citations · 996 across the 15 of their papers we have counts for
15 papers
ElegansNet: a brief scientific report and initial experiments
Francesco Bardozzo, Andrea Terlizzi, Pietro Liò +1
This research report introduces ElegansNet, a neural network that mimics real-world neuronal network circuitry, with the goal of better understanding the interplay between connecto…
Blind microscopy image denoising with a deep residual and multiscale encoder/decoder network
Fabio Hernán Gil Zuluaga, Francesco Bardozzo, Jorge Iván Ríos Patiño +1
In computer-aided diagnosis (CAD) focused on microscopy, denoising improves the quality of image analysis. In general, the accuracy of this process may depend both on the experienc…
Signal metrics analysis of oscillatory patterns in bacterial multi-omic networks
Francesco Bardozzo, Pietro Liò, Roberto Tagliaferri
Motivation: One of the branches of Systems Biology is focused on a deep understanding of underlying regulatory networks through the analysis of the biomolecules oscillations and th…
Adaptive binarization based on fuzzy integrals
Francesco Bardozzo, Borja De La Osa, Lubomira Horanska +6
Adaptive binarization methodologies threshold the intensity of the pixels with respect to adjacent pixels exploiting the integral images. In turn, the integral images are generally…
A machine learning approach to investigate regulatory control circuits in bacterial metabolic pathways
Francesco Bardozzo, Pietro Lio', Roberto Tagliaferri
In this work, a machine learning approach for identifying the multi-omics metabolic regulatory control circuits inside the pathways is described. Therefore, the identification of b…
E2FM: an encrypted and compressed full-text index for collections of genomic sequences
Ferdinando Montecuollo, Giovannni Schmid, Roberto Tagliaferri
Next Generation Sequencing (NGS) platforms and, more generally, high-throughput technologies are giving rise to an exponential growth in the size of nucleotide sequence databases.…