FRANCESCO BARDOZZO | Publications
FRANCESCO BARDOZZO Publications
316159Label-free cell classification in holographic flow cytometry through an unbiased learning strategy
| 2024 | |
| Articolo in rivista | |
| Label-free cell classification in holographic flow cytometry through an unbiased learning strategy LAB ON A CHIP. Vol. 24. Pag.1-9 ISSN:1473-0197. | |
| Ciaparrone, G.; Pirone, D.; Fiore, P.; Xin, L.; Xiao, W.; Li, X.; Bardozzo, F.; Bianco, V.; Miccio, L.; Pan, F.; Memmolo, P.; Tagliaferri, R.; Ferraro, P. | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1039/d3lc00385j Codice identificativo ISI: WOS:001147531100001 Codice identificativo SCOPUS: 2-s2.0-85183503677 | |
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| 2024 | |
| Articolo in rivista | |
| Enhanced tissue slide imaging in the complex domain via cross-explainable GAN for Fourier ptychographic microscopy COMPUTERS IN BIOLOGY AND MEDICINE. Vol. 179. Pag.108861.1-108861.12 ISSN:0010-4825. | |
| Bardozzo, F.; Fiore, P.; Valentino, M.; Bianco, V.; Memmolo, P.; Miccio, L.; Brancato, V.; Smaldone, G.; Gambacorta, M.; Salvatore, M.; Ferraro, P.; Tagliaferri, R. | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1016/j.compbiomed.2024.108861 Codice identificativo SCOPUS: 2-s2.0-85198502964 | |
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| 2024 | |
| Articolo in rivista | |
| Consensus of algorithms for lesion segmentation in brain MRI studies of multiple sclerosis SCIENTIFIC REPORTS. Vol. 14. Pag.21348-1-21348-12 ISSN:2045-2322. | |
| De Rosa, A. P.; Benedetto, M.; Tagliaferri, S.; Bardozzo, F.; D'Ambrosio, A.; Bisecco, A.; Gallo, A.; Cirillo, M.; Tagliaferri, R.; Esposito, F. | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1038/s41598-024-72649-9 Codice identificativo ISI: WOS:001313165800080 Codice identificativo SCOPUS: 2-s2.0-85204036780 | |
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| 2024 | |
| Articolo in rivista | |
| Elegans-AI: How the connectome of a living organism could model artificial neural networks NEUROCOMPUTING. Vol. 584. Pag.1-19 ISSN:0925-2312. | |
| Bardozzo, Francesco; Terlizzi, Andrea; Simoncini, Claudio; Lió, Pietro; Tagliaferri, Roberto | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1016/j.neucom.2024.127598 Codice identificativo ISI: WOS:001250168100001 Codice identificativo SCOPUS: 2-s2.0-85189003945 | |
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| 2023 | |
| Articolo in rivista | |
| Neural networks for fatigue crack propagation predictions in real-time under uncertainty COMPUTERS & STRUCTURES. Vol. 288. Pag.107157-107157 ISSN:0045-7949. | |
| Giannella, V; Bardozzo, F; Postiglione, A; Tagliaferri, R; Sepe, R; Armentani, E | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1016/j.compstruc.2023.107157 Codice identificativo ISI: WOS:001074410100001 Codice identificativo SCOPUS: 2-s2.0-85170096026 | |
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| 2023 | |
| Articolo in rivista | |
| Machine Learning as a Support for the Diagnosis of Type 2 Diabetes INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES. Vol. 24. Pag.6775-1-6775-14 ISSN:1661-6596. | |
| Agliata, A.; Giordano, D.; Bardozzo, F.; Bottiglieri, S.; Facchiano, A.; Tagliaferri, R. | |
| Versione online | |
| Digital Object Identifier (DOI): 10.3390/ijms24076775 Codice identificativo ISI: WOS:000970204100001 Codice identificativo SCOPUS: 2-s2.0-85152332526 | |
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| 2023 | |
| Articolo in rivista | |
| An automated pipeline integrating AlphaFold 2 and MODELLER for protein structure prediction COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL. Vol. 21. Pag.5620-5629 ISSN:2001-0370. | |
| Gil Zuluaga, Fabio Hernan; D'Arminio, Nancy; Bardozzo, Francesco; Tagliaferri, Roberto; Marabotti, Anna | |
| Digital Object Identifier (DOI): 10.1016/j.csbj.2023.10.056 Codice identificativo ISI: WOS:001119325000001 Codice identificativo SCOPUS: 2-s2.0-85177800324 | |
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| 2023 | |
| Contributo in Atti di convegno | |
| Deep learning assisted Fourier Ptychography for cells and tissue analysis. In: Optical Methods for Inspection, Characterization, and Imaging of Biomaterials VI Bellingham, Washington, USA SPIE Vol.12622, Pag.126220D-126220D ISBN:9781510664531; 9781510664548 | |
| SPIE OPTICAL METROLOGY Munich, Germany 26-30 June 2023 | |
| Bianco, V.; Valentino, M.; Behal, J.; Pirone, D.; Bardozzo, F.; Memmolo, P.; Miccio, L.; Tagliaferri, R.; Ferraro, P. | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1117/12.2674881 Codice identificativo SCOPUS: 2-s2.0-85172880738 | |
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255819We can make it better – improving the performances of AI-based predictors of protein structures
| 2022 | |
| Abstract in Atti di convegno | |
| We can make it better – improving the performances of AI-based predictors of protein structures. In: Proceedings of BITS2022 Pag.1-1 | |
| BITS2022 Verona 27-29/6/2022 | |
| D'Arminio, N; GIL ZULUAGA, FABIO HERNAN; Bardozzo, F; Marabotti, A; Tagliaferri, R | |
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| 2022 | |
| Articolo in rivista | |
| Deep learning-based, misalignment resilient, real-time Fourier Ptychographic Microscopy reconstruction of biological tissue slides IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS. Vol. 28. Pag.1-10 ISSN:1077-260X. | |
| Bianco, V.; Delli Priscoli, M.; Pirone, D.; Zanfardino, G.; Memmolo, P.; Bardozzo, F.; Miccio, L.; Ciaparrone, G.; Ferraro, P.; Tagliaferri, R. | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1109/JSTQE.2022.3154236 Codice identificativo ISI: WOS:000770603500001 Codice identificativo SCOPUS: 2-s2.0-85125347043 | |
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| 2022 | |
| Articolo in rivista | |
| StaSiS-Net: A stacked and siamese disparity estimation network for depth reconstruction in modern 3D laparoscopy MEDICAL IMAGE ANALYSIS. Vol. 77. Pag.102380-1-102380-14 ISSN:1361-8415. | |
| Bardozzo, F.; Collins, T.; Forgione, A.; Hostettler, A.; Tagliaferri, R. | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1016/j.media.2022.102380 Codice identificativo ISI: WOS:000793655000006 Codice identificativo SCOPUS: 2-s2.0-85123988810 | |
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| 2022 | |
| Contributo in Atti di convegno | |
| Real-time FPM reconstruction and misalignment correction by numerical Multi-Look and GAN. In: Optics InfoBase Conference Papers New York Optica Publishing Group (formerly OSA) Vol.CTh3C.4, Pag.1-4 ISBN:9781557528209 | |
| Computational Optical Sensing and Imaging, COSI 2022 Vancouver canada 2022 | |
| Bianco, V.; Delli Priscoli, M.; Valentino, M.; Pirone, D.; Behal, J.; Zanfardino, G.; Memmolo, P.; Bardozzo, F.; Miccio, L.; Ciaparrone, G.; Tagliaferri, R.; Ferraro, P. | |
| Versione online | |
| Codice identificativo SCOPUS: 2-s2.0-85139144097 | |
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| 2022 | |
| Contributo in Atti di convegno | |
| Soft Brain Ageing Indicators Based on Light-Weight LeNet-Like Neural Networks and Localized 2D Brain Age Biomarkers. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Springer Science and Business Media Deutschland GmbH Vol.13483, Pag.242-252 ISBN:978-3-031-20836-2; 978-3-031-20837-9 | |
| 17th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2021 online 2021 | |
| Bardozzo, F.; Delli Priscoli, M.; Russo, A. G.; Crescenzi, D.; Di Benedetto, U.; Esposito, F.; Tagliaferri, R. | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1007/978-3-031-20837-9_19 Codice identificativo ISI: WOS:000895973300019 Codice identificativo SCOPUS: 2-s2.0-85144325868 | |
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250607Cross X-AI: Explainable Semantic Segmentation of Laparoscopic Images in Relation to Depth Estimation
| 2022 | |
| Contributo in Atti di convegno | |
| Cross X-AI: Explainable Semantic Segmentation of Laparoscopic Images in Relation to Depth Estimation. In: Proceedings of the International Joint Conference on Neural Networks Piscataway Institute of Electrical and Electronics Engineers Inc. Vol.2022-, Pag.1-8 ISBN:978-1-7281-8671-9 | |
| 2022 International Joint Conference on Neural Networks, IJCNN 2022 ita 2022 | |
| Bardozzo, F.; Delli Priscoli, M.; Collins, T.; Forgione, A.; Hostettler, A.; Tagliaferri, R. | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1109/IJCNN55064.2022.9892345 Codice identificativo ISI: WOS:000867070903104 Codice identificativo SCOPUS: 2-s2.0-85140793297 | |
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| 2021 | |
| Articolo in rivista | |
| Neuroblastoma cells classification through learning approaches by direct analysis of digital holograms IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS. Vol. 27. Pag.1-9 ISSN:1077-260X. | |
| Delli Priscoli, M.; Memmolo, P.; Ciaparrone, G.; Bianco, V.; Merola, F.; Miccio, L.; Bardozzo, F.; Pirone, D.; Mugnano, M.; Cimmino, F.; Capasso, M.; Ferraro, P.; Tagliaferri, R. | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1109/JSTQE.2021.3059532 Codice identificativo ISI: WOS:000720943700001 Codice identificativo SCOPUS: 2-s2.0-85101750773 | |
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| 2021 | |
| Articolo in rivista | |
| Signal metrics analysis of oscillatory patterns in bacterial multi-omic networks BIOINFORMATICS. Vol. 37. Pag.1411-1419 ISSN:1367-4811. | |
| Bardozzo, F.; Lio, P.; Tagliaferri, R. | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1093/bioinformatics/btaa966 Codice identificativo ISI: WOS:000693168900010 Codice identificativo SCOPUS: 2-s2.0-85108385995 | |
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| 2021 | |
| Articolo in rivista | |
| Sugeno integral generalization applied to improve adaptive image binarization INFORMATION FUSION. Vol. 68. Pag.37-45 ISSN:1566-2535. | |
| Bardozzo, F.; De La Osa, B.; Horanska, L.; Fumanal-Idocin, J.; Delli Priscoli, M.; Troiano, L.; Tagliaferri, R.; Fernandez, J.; Bustince, H. | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1016/j.inffus.2020.10.020 Codice identificativo ISI: WOS:000616409600004 Codice identificativo SCOPUS: 2-s2.0-85096195788 | |
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| 2021 | |
| Contributo in Atti di convegno | |
| Raw holograms based machine learning for cancer cells classification in microfluidics. In: OSA Imaging and Applied Optics Congress 2021 (3D, COSI, DH, ISA, pcAOP) Washington OSA Technical Digest (Optical Society of America, 2021) Pag.DTh1D.3.1-DTh1D.3.2 ISBN:978-1-943580-89-7 | |
| OSA Imaging and Applied Optics Congress 2021 (3D, COSI, DH, ISA, pcAOP) Washington 19–23 luglio 2021 | |
| Priscoli, Mattia Delli; Memmolo, Pasquale; Ciaparrone, Gioele; Bianco, Vittorio; Merola, Francesco; Miccio, Lisa; Bardozzo, Francesco; Pirone, Daniele; Mugnano, Martina; Cimmino, Flora; Capasso, Mario; Iolascon, Achile; Ferraro, Pietro; Tagliaferri, Roberto | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1364/DH.2021.DTh1D.3 Codice identificativo SCOPUS: 2-s2.0-85119515070 | |
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| 2021 | |
| Contributo in Atti di convegno | |
| Blind microscopy image denoising with a deep residual and multiscale encoder/decoder network. In: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Washington IEEE Pag.3483-3486 | |
| 2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Mexico 1-5 novembre 2021 | |
| GIL ZULUAGA, FABIO HERNAN; Bardozzo, Francesco; Rios Patino, Jorge I.; Tagliaferri, Roberto | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1109/EMBC46164.2021.9630502 Codice identificativo ISI: WOS:000760910503100 Codice identificativo SCOPUS: 2-s2.0-85122543760 | |
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| 2021 | |
| Contributo in volume (Capitolo o Saggio) | |
| Gated Local Adaptive Binarization using Supervised Learning. In Ciaramella, Angelo Mencar, Corrado. Montes, Susana. Rovetta, Stefano. CEUR Workshop Proceedings Pag.1-7 Aachen CEUR-WS. ISSN:1613-0073. | |
| Fumanal-Idocin, J.; Uriarte, J.; de la Osa, B.; Bardozzo, F.; Fernandez, J.; Bustince, H. | |
| Versione online | |
| Codice identificativo SCOPUS: 2-s2.0-85123301439 | |
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| 2020 | |
| Contributo in Atti di convegno | |
| A comparative analysis of multi-backbone Mask R-CNN for surgical tools detection. In: Proceedings of the International Joint Conference on Neural Networks Institute of Electrical and Electronics Engineers Inc. Pag.1-8 ISBN:978-1-7281-6926-2 | |
| 2020 International Joint Conference on Neural Networks, IJCNN 2020 gbr 2020 | |
| Ciaparrone, G.; Bardozzo, F.; Delli Priscoli, M.; Londono Kallewaard, J.; Zuluaga, M. R.; Tagliaferri, R. | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1109/IJCNN48605.2020.9206854 Codice identificativo ISI: WOS:000626021402019 Codice identificativo SCOPUS: 2-s2.0-85093857975 | |
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189258Motor strength classification with machine learning approaches applied to anatomical neuroimages
| 2020 | |
| Contributo in Atti di convegno | |
| Motor strength classification with machine learning approaches applied to anatomical neuroimages. In: Proceedings of the International Joint Conference on Neural Networks Institute of Electrical and Electronics Engineers Inc. Pag.1-8 ISBN:978-1-7281-6926-2 | |
| 2020 International Joint Conference on Neural Networks, IJCNN 2020 gbr 2020 | |
| Bardozzo, F.; Uribe, S. C.; Russo, A. G.; Castano, M. J.; Delli Priscoli, M.; Esposito, F.; Tagliaferri, R. | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1109/IJCNN48605.2020.9207471 Codice identificativo ISI: WOS:000626021406113 Codice identificativo SCOPUS: 2-s2.0-85093863523 | |
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| 2018 | |
| Articolo in rivista | |
| A study on multi-omic oscillations in Escherichia coli metabolic networks BMC BIOINFORMATICS. Vol. 19. Pag.140-154 ISSN:1471-2105. | |
| Bardozzo, Francesco; Lió, Pietro; Tagliaferri, Roberto | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1186/s12859-018-2175-5 Codice identificativo ISI: WOS:000438553200012 Codice identificativo SCOPUS: 2-s2.0-85049802394 | |
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| 2015 | |
| Contributo in Atti di convegno | |
| Multi omic oscillations in bacterial pathways. In: Proceedings of the International Joint Conference on Neural Networks Institute of Electrical and Electronics Engineers Inc. Vol.2015-, Pag.1-8 ISBN:9781479919604; 9781479919604 | |
| International Joint Conference on Neural Networks, IJCNN 2015 irl 2015 | |
| Bardozzo, Francesco; Lió, Pietro; Tagliaferri, Roberto | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1109/IJCNN.2015.7280853 Codice identificativo ISI: WOS:000370730604013 Codice identificativo SCOPUS: 2-s2.0-84951138358 | |
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