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 | 67 | 2018 |
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 | 30 | 2019 |
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 | 19 | 2019 |
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 | 13 | 2020 |
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 | 12 | 2022 |
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 | 4 | 2023 |
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 | 3 | 2022 |
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 | 3 | 2021 |
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 | 3 | 2017 |
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 | 2 | 2023 |
Going deeper into colorectal cancer histopathology F Ponzio, E Macii, E Ficarra, S Di Cataldo Biomedical Engineering Systems and Technologies: 11th International Joint …, 2019 | 2 | 2019 |
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 | 1 | 2022 |
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 | 1 | 2021 |
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 |