Francesco Bardozzo

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 17

Top Topics

Machine Learning

Metabolic Pathways

Top Venues

Publications

Francesco Bardozzo, Andrea Terlizzi, Claudio Simoncini, Pietro Lió, Roberto Tagliaferri
Elegans-AI: How the connectome of a living organism could model artificial neural networks. Neurocomputing 584 (2024)
Francesco Bardozzo, Pierpaolo Fiore, Marika Valentino, Vittorio Bianco, Pasquale Memmolo, Lisa Miccio, Valentina Brancato, Giovanni Smaldone, Marcello Gambacorta, Marco Salvatore, Pietro Ferraro, Roberto Tagliaferri
Enhanced tissue slide imaging in the complex domain via cross-explainable GAN for Fourier ptychographic microscopy. Comput. Biol. Medicine 179 (2024)
Francesco Bardozzo, Andrea Terlizzi, Pietro Liò, Roberto Tagliaferri
ElegansNet: a brief scientific report and initial experiments. CoRR (2023)
Francesco Bardozzo, Toby Collins, Antonello Forgione, Alexandre Hostettler, Roberto Tagliaferri
StaSiS-Net: A stacked and siamese disparity estimation network for depth reconstruction in modern 3D laparoscopy. Medical Image Anal. 77 (2022)
Francesco Bardozzo, Mattia delli Priscoli, Toby Collins, Antonello Forgione, Alexandre Hostettler, Roberto Tagliaferri
Cross X-AI: Explainable Semantic Segmentation of Laparoscopic Images in Relation to Depth Estimation. IJCNN (2022)
Francesco Bardozzo, Pietro Lió, Roberto Tagliaferri
Signal metrics analysis of oscillatory patterns in bacterial multi-omic networks. Bioinform. 37 (10) (2021)
Francesco Bardozzo, Borja de la Osa, Lubomíra Horanská, Javier Fumanal-Idocin, Mattia delli Priscoli, Luigi Troiano, Roberto Tagliaferri, Javier Fernández, Humberto Bustince
Sugeno integral generalization applied to improve adaptive image binarization. Inf. Fusion 68 (2021)
Javier Fumanal-Idocin, Juan Uriarte, Borja de la Osa, Francesco Bardozzo, Javier Fernández, Humberto Bustince
Gated Local Adaptive Binarization using supervised learning. WILF (2021)
Francesco Bardozzo, Mattia delli Priscoli, Andrea G. Russo, Davide Crescenzi, Ugo Di Benedetto, Fabrizio Esposito, Roberto Tagliaferri
Soft Brain Ageing Indicators Based on Light-Weight LeNet-Like Neural Networks and Localized 2D Brain Age Biomarkers. CIBB (2021)
Fabio Hernán Gil Zuluaga, Francesco Bardozzo, Jorge Iván Ríos Patiño, Roberto Tagliaferri
Blind microscopy image denoising with a deep residual and multiscale encoder/decoder network. CoRR (2021)
Fabio Hernán Gil Zuluaga, Francesco Bardozzo, Jorge Iván Ríos Patiño, Roberto Tagliaferri
Blind microscopy image denoising with a deep residual and multiscale encoder/decoder network. EMBC (2021)
Francesco Bardozzo, Pietro Liò, Roberto Tagliaferri
A machine learning approach to investigate regulatory control circuits in bacterial metabolic pathways. CoRR (2020)
Francesco Bardozzo, Sebastian Cano Uribe, Andrea G. Russo, Mateo Jiménez Castaño, Mattia delli Priscoli, Fabrizio Esposito, Roberto Tagliaferri
Motor strength classification with machine learning approaches applied to anatomical neuroimages. IJCNN (2020)
Francesco Bardozzo, Pietro Liò, Roberto Tagliaferri
Signal metrics analysis of oscillatory patterns in bacterial multi-omic networks. CoRR (2020)
Gioele Ciaparrone, Francesco Bardozzo, Mattia delli Priscoli, Juanita Londoño Kallewaard, Maycol Ruiz Zuluaga, Roberto Tagliaferri
A comparative analysis of multi-backbone Mask R-CNN for surgical tools detection. IJCNN (2020)
Francesco Bardozzo, Borja de la Osa, Lubomíra Horanská, Javier Fumanal-Idocin, Mattia delli Priscoli, Luigi Troiano, Roberto Tagliaferri, Javier Fernández, Humberto Bustince
Adaptive binarization based on fuzzy integrals. CoRR (2020)
Francesco Bardozzo, Pietro Liò, Roberto Tagliaferri
A study on multi-omic oscillations in Escherichia coli metabolic networks. BMC Bioinform. (7) (2018)
Francesco Bardozzo, Pietro Liò, Roberto Tagliaferri
Multi omic oscillations in bacterial pathways. IJCNN (2015)