Search Results for author: Francesco Bardozzo

Found 6 papers, 3 papers with code

ElegansNet: a brief scientific report and initial experiments

no code implementations6 Apr 2023 Francesco Bardozzo, Andrea Terlizzi, Pietro Liò, Roberto Tagliaferri

The performance of the models is demonstrated against randomly wired networks and compared to artificial networks ranked on global benchmarks.

Image Classification Tensor Networks

StaSiS-Net: a stacked and siamese stereo network for depth reconstruction in modern 3D laparoscopy.

1 code implementation Medical Image Analysis 2022 Francesco Bardozzo, Toby Collins, Antonello Forgione, Alexandre Hostettler, Roberto Tagliaferri

Accurate and real-time methodologies for a non-invasive three-dimensional representa-tion and reconstruction of internal patient structures is one of the main research fieldsin computer-assisted surgery and endoscopy.

Stereo Depth Estimation

Signal metrics analysis of oscillatory patterns in bacterial multi-omic networks

1 code implementation1 Aug 2020 Francesco Bardozzo, Pietro Liò, Roberto Tagliaferri

Results: Network multi-omic integration has led to the discovery of interesting oscillatory signals.

Molecular Networks Computational Engineering, Finance, and Science I.5.2

Adaptive binarization based on fuzzy integrals

no code implementations4 Mar 2020 Francesco Bardozzo, Borja De La Osa, Lubomira Horanska, Javier Fumanal-Idocin, Mattia delli Priscoli, Luigi Troiano, Roberto Tagliaferri, Javier Fernandez, Humberto Bustince

This document presents a new adaptive binarization technique based on fuzzy integral images through an efficient design of a modified SAT for fuzzy integrals.

Binarization

A machine learning approach to investigate regulatory control circuits in bacterial metabolic pathways

no code implementations13 Jan 2020 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.

BIG-bench Machine Learning

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