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Francesco Ponzio
Francesco Ponzio
Postdoctoral researcher, Department of Control and Computer Engineering, Politecnico di Torino
Adresse e-mail validée de polito.it
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Année
Colorectal cancer classification using deep convolutional networks
F Ponzio, E Macii, E Ficarra, S Di Cataldo
Proceedings of the 11th international joint conference on biomedical …, 2018
682018
Dealing with Lack of Training Data for Convolutional Neural Networks: The Case of Digital Pathology
P Francesco, U Gianvito, F Elisa, DC Santa
Electronics 8 (3), 2019
302019
A human-computer interface based on the “voluntary” pupil accommodative response
F Ponzio, AEL Villalobos, L Mesin, C De'Sperati, S Roatta
International Journal of Human-Computer Studies 126, 53-63, 2019
192019
Exploiting “uncertain” deep networks for data cleaning in digital pathology
F Ponzio, G Deodato, E Macii, S Di Cataldo, E Ficarra
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1139-1143, 2020
132020
Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations
A Mascolini, D Cardamone, F Ponzio, S Di Cataldo, E Ficarra
BMC bioinformatics 23 (1), 295, 2022
122022
Detection of inferior Vena Cava in ultrasound scans through a deep learning model
P Policastro, G Chiarion, F Ponzio, L Ermini, S Civera, S Albani, ...
Electronics 12 (7), 1725, 2023
52023
e-Pupil: IoT-based Augmentative and Alternative Communication device exploiting the pupillary near-reflex
G Chiarion, F Ponzio, S Terna, C Moglia, E Patti, S Di Cataldo, S Roatta
IEEE Access 10, 130078-130088, 2022
32022
A novel proof-of-concept framework for the exploitation of convnets on whole slide images
A Mascolini, S Puzzo, G Incatasciato, F Ponzio, E Ficarra, S Di Cataldo
Progresses in Artificial Intelligence and Neural Systems, 125-136, 2021
32021
A Multi-modal Brain Image Registration Framework for US-guided Neuronavigation Systems-Integrating MR and US for Minimally Invasive Neuroimaging.
F Ponzio, E Macii, E Ficarra, S Di Cataldo
BIOIMAGING, 114-121, 2017
32017
W2wnet: A two-module probabilistic convolutional neural network with embedded data cleansing functionality
F Ponzio, E Macii, E Ficarra, S Di Cataldo
Expert Systems with Applications 214, 119121, 2023
22023
Going deeper into colorectal cancer histopathology
F Ponzio, E Macii, E Ficarra, S Di Cataldo
Biomedical Engineering Systems and Technologies: 11th International Joint …, 2019
22019
A Machine Learning Approach to Support Treatment Identification for Chiari I Malformation
L Mesin, F Ponzio, CF Carlino, M Lenge, A Noris, MC Leo, M Sica, ...
Applied Sciences 12 (18), 9039, 2022
12022
A bayesian approach to expert gate incremental learning
V Mieuli, F Ponzio, A Mascolini, E Macii, E Ficarra, S Di Cataldo
2021 International Joint Conference on Neural Networks (IJCNN), 1-7, 2021
12021
A Data Fusion Service-Oriented Infrastructure for Production Line Monitoring
S Gaiardelli, N Dall’Ora, F Ponzio, E Fraccaroli, F Fummi, S DI CATALDO, ...
Titolo volume non avvalorato, 2024
2024
An AI-Enabled Framework for Smart Semiconductor Manufacturing
KSS Alamin, D Appello, A Beghi, N Dall’Ora, F Depaoli, S DI CATALDO, ...
Titolo volume non avvalorato, 2024
2024
Machine learning-enabled real-time anomaly detection for electron beam powder bed fusion additive manufacturing
D Cannizzaro, P Antonioni, F Ponzio, M Galati, E Patti, S Di Cataldo
Journal of Intelligent Manufacturing, 1-15, 2024
2024
Radiomics for differentiation of gliomas from primary central nervous system lymphomas: a systematic review and meta-analysis
A Garaba, N Aslam, F Ponzio, PP Panciani, W Brinjikji, M Fontanella, ...
Frontiers in Oncology 14, 2024
2024
Radiomics for Differentiation of Pediatric Posterior Fossa Tumors: A Meta-Analysis and Systematic Review of the Literature
A Garaba, F Ponzio, EA Grasso, W Brinjikji, MM Fontanella, L De Maria
Cancers 15 (24), 5891, 2023
2023
Cigarette Smoking and Intracranial Aneurysms: A Pilot Analysis of SNPs in the CYP2A6 Gene in the Italian Population
E Ferrari, C Cornali, A Fiorindi, E Agosti, S Gallone, E Rubino, F Ponzio, ...
World Neurosurgery 179, e492-e499, 2023
2023
Robotic Arm Dataset (RoAD): A Dataset to Support the Design and Test of Machine Learning-Driven Anomaly Detection in a Production Line
A Mascolini, S Gaiardelli, F Ponzio, N Dall'Ora, E Macii, S Vinco, ...
IECON 2023-49th Annual Conference of the IEEE Industrial Electronics Society …, 2023
2023
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