Francesco Bardozzo

Most-cited papers

Machine Learning as a Support for the Diagnosis of Type 2 Diabetes
Antonio Agliata, D. Giordano, Francesco Bardozzo, Salvatore Bottiglieri +2 more
2023International Journal of Molecular Sciences64 citations Open access
Semantic Scholar
Sugeno integral generalization applied to improve adaptive image binarization
Francesco Bardozzo, Borja de la Osa, L. Horanská, J. Fumanal-Idocin +5 more
2021Information Fusion42 citations Open access
Semantic Scholar
StaSiS-Net: A stacked and siamese disparity estimation network for depth reconstruction in modern 3D laparoscopy
Francesco Bardozzo, T. Collins, A. Forgione, A. Hostettler +1 more
2022Medical Image Anal.40 citations
Semantic Scholar
Neural Networks for Fatigue Crack Propagation Predictions in Real-Time Under Uncertainty
V. Giannella, Francesco Bardozzo, Alberto Postiglione, R. Tagliaferri +2 more
2023Social Science Research Network36 citations
Semantic Scholar
Deep Learning-Based, Misalignment Resilient, Real-Time Fourier Ptychographic Microscopy Reconstruction of Biological Tissue Slides
V. Bianco, M. D. Priscoli, D. Pirone, G. Zanfardino +6 more
2022IEEE Journal of Selected Topics in Quantum Electronics28 citations
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Consensus of algorithms for lesion segmentation in brain MRI studies of multiple sclerosis
Alessandro Pasquale De Rosa, Marco Benedetto, Stefano Tagliaferri, Francesco Bardozzo +6 more
2024Scientific Reports26 citations Open access
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Neuroblastoma Cells Classification Through Learning Approaches by Direct Analysis of Digital Holograms
Mattia Dellipriscoli, P. Memmolo, G. Ciaparrone, V. Bianco +9 more
2021IEEE Journal of Selected Topics in Quantum Electronics24 citations Open access
Semantic Scholar
A comparative analysis of multi-backbone Mask R-CNN for surgical tools detection
G. Ciaparrone, Francesco Bardozzo, M. D. Priscoli, Juanita Londoño Kallewaard +2 more
2020IEEE International Joint Conference on Neural Network24 citations
Semantic Scholar
Label-free cell classification in holographic flow cytometry through an unbiased learning strategy.
G. Ciaparrone, D. Pirone, Pierpaolo Fiore, Lu Xin +9 more
2024Lab on a Chip23 citations Open access
Semantic Scholar
Cross X-AI: Explainable Semantic Segmentation of Laparoscopic Images in Relation to Depth Estimation
Francesco Bardozzo, M. D. Priscoli, T. Collins, A. Forgione +2 more
2022IEEE International Joint Conference on Neural Network16 citations
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Blind microscopy image denoising with a deep residual and multiscale encoder/decoder network
Fabio Hernan Gil Zuluaga, Francesco Bardozzo, J. RiosPatiño, R. Tagliaferri
2021Annual International Conference of the IEEE Engineering in Medicine and Biology Society13 citations Open access
Semantic Scholar
A study on multi-omic oscillations in Escherichia coli metabolic networks
Francesco Bardozzo, Pietro Lió, R. Tagliaferri
2018BMC Bioinformatics10 citations Open access
Semantic Scholar
An automated pipeline integrating AlphaFold 2 and MODELLER for protein structure prediction
Fabio Hernan Gil Zuluaga, N. D’Arminio, Francesco Bardozzo, R. Tagliaferri +1 more
2023Computational and Structural Biotechnology Journal7 citations Open access
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Adaptive binarization based on fuzzy integrals
Francesco Bardozzo, Borja de la Osa, L. Horanská, J. Fumanal-Idocin +5 more
2020arXiv.org3 citations
Semantic Scholar
RSDiX: Lightweight and Data-Efficient VLMs for Remote Sensing through Self-Distillation
Andrea Terlizzi, Angelo Nazzaro, L. Bernardi, Francesco Bardozzo +1 more
2025IEEE International Joint Conference on Neural Network2 citations
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ElegansNet: a brief scientific report and initial experiments
Francesco Bardozzo, Andrea Terlizzi, Claudio Simoncini, Pietro Lio' +1 more
2023bioRxiv2 citations Open access
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Raw holograms based machine learning for cancer cells classification in microfluidics
M. D. Priscoli, P. Memmolo, G. Ciaparrone, V. Bianco +10 more
2021OSA Imaging and Applied Optics Congress 2021 (3D, COSI, DH, ISA, pcAOP)2 citations
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A machine learning approach to investigate regulatory control circuits in bacterial metabolic pathways
Francesco Bardozzo, Pietro Lió, R. Tagliaferri
2020Bioinform.2 citations Open access
Semantic Scholar
Multi omic oscillations in bacterial pathways
Francesco Bardozzo, Pietro Lió, R. Tagliaferri
2015IEEE International Joint Conference on Neural Network2 citations
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Deep learning assisted Fourier ptychography for cells and tissue analysis
V. Bianco, M. Valentino, J. Běhal, D. Pirone +5 more
2023Optical Metrology1 citations
Semantic Scholar
Real-time FPM reconstruction and misalignment correction by numerical Multi-Look and GAN
V. Bianco, M. D. Priscoli, M. Valentino, D. Pirone +8 more
2022Imaging and Applied Optics Congress 2022 (3D, AOA, COSI, ISA, pcAOP)1 citations
Semantic Scholar
Motor strength classification with machine learning approaches applied to anatomical neuroimages
Francesco Bardozzo, S. Uribe, A. Russo, Mateo Jiménez Castaño +3 more
2020IEEE International Joint Conference on Neural Network1 citations
Semantic Scholar
Gated Local Adaptive Binarization using supervised learning
J. Fumanal-Idocin, J. Uriarte, Borja de la Osa, Francesco Bardozzo +2 more
2021International Workshop on Fuzzy Logic and Applications0 citations
Semantic Scholar
Soft Brain Ageing Indicators Based on Light-Weight LeNet-Like Neural Networks and Localized 2D Brain Age Biomarkers
Francesco Bardozzo, M. D. Priscoli, A. Russo, Davide Crescenzi +3 more
2021Computational Intelligence Methods for Bioinformatics and Biostatistics0 citations
Semantic Scholar