Giulio Del Corso

According to our database, Giulio Del Corso authored at least 14 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Shedding light on uncertainties in machine learning: formal derivation and optimal model selection.

Giulio Del Corso, Sara Colantonio, Claudia Caudai

J. Frankl. Inst., 2025

Towards trustworthy AI in the public transport domain.

Giuseppe Riccardo Leone, Andrea Carboni, Giulio Del Corso, Silvia Gravili, Davide Moroni, Maria Antonietta Pascali, Sara Colantonio

Proceedings of the Joint Proceedings of the Thematic Workshops at Ital-IA 2025 colocated with the 5th National Conference on Artificial Intelligence, 2025

Leveraging AI for signal and image analysis in medicine and health.

Marco Cafiso, Andrea Carboni, Claudia Caudai, Sara Colantonio, Francesco Conti, Mario D'Acunto, Said Daoudagh, Giulio Del Corso, Danila Germanese, Giacomo Ignesti, Gianmarco Lazzini, Giuseppe Riccardo Leone, Massimo Magrini, Davide Moroni, Francesca Pardini, Maria Antonietta Pascali, Paolo Paradisi, Federico Volpini

Proceedings of the Joint Proceedings of the Thematic Workshops at Ital-IA 2025 colocated with the 5th National Conference on Artificial Intelligence, 2025

Remind Me of Something? Zero-Shot Learning for Trustworthy Image Comparison in Rolling Stock.

Oscar Papini, Giulio Del Corso, Davide Bulotta, Andrea Carboni, Silvia Gravili, Giuseppe Riccardo Leone, Maria Antonietta Pascali, Davide Moroni, Sara Colantonio

Proceedings of the Image Analysis and Processing - ICIAP 2025 Workshops, 2025

Supporting Cardiac MRI Generation with High Fidelity Digital Twin.

Giulio Del Corso, Claudia Caudai, Roberto Verzicco, Francesco Viola, Sara Colantonio

Proceedings of the Image Analysis and Processing - ICIAP 2025 Workshops, 2025

2024

Few-Shot Conditional Learning: Automatic and Reliable Device Classification for Medical Test Equipment.

Eva Pachetti, Giulio Del Corso, Serena Bardelli, Sara Colantonio

J. Imaging, July, 2024

Adaptive Machine Learning Approach for Importance Evaluation of Multimodal Breast Cancer Radiomic Features.

Giulio Del Corso, Danila Germanese, Claudia Caudai, Giada Anastasi, Paolo Belli, Alessia Formica, Alberto Nicolucci, Simone Palma, Maria Antonietta Pascali, Stefania Pieroni, Charlotte Trombadori, Sara Colantonio, Michela Franchini, Sabrina Molinaro

J. Imaging Inform. Medicine, 2024

Data and System Traceability for Transparent AI in Medical Imaging.

Sara Colantonio, Andrea Berti, Gianluca Carloni, Claudia Caudai, Giulio Del Corso, Danila Germanese, Eva Pachetti, Maria Antonietta Pascali, Varvara Kalokyri, Haridimos Kondylakis, Charalampos Kalantzopoulos, Nikolaos S. Tachos, Dimitris I. Fotiadis, Valentina Giannini, Simone Mazzetti, Daniele Regge, Nickolas Papanikolaou, Konstantinos Marias, Manolis Tsiknakis

Proceedings of the 32nd Symposium of Advanced Database Systems, 2024

From Covid-19 detection to cancer grading: how medical-AI is boosting clinical diagnostics and may improve treatment.

Andrea Berti, Rossana Buongiorno, Gianluca Carloni, Claudia Caudai, Francesco Conti, Giulio Del Corso, Danila Germanese, Davide Moroni, Eva Pachetti, Maria Antonietta Pascali, Sara Colantonio

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

Radiomics-Based Reliable Predictions of Side Effects After Radiotherapy for Prostate Cancer.

Giulio Del Corso, Eva Pachetti, Rossana Buongiorno, Ana Carolina Rodrigues, Danila Germanese, Maria Antonietta Pascali, José G. de Almeida, Nuno Miguel Rodrigues, Manolis Tsiknakis, Nickolas Papanikolaou, Daniele Regge, Kostas Marias, ProCAncer-I Consortium, Sara Colantonio

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Facial Landmark Identification and Data Preparation Can Significantly Improve the Extraction of Newborns' Facial Features.

Giulio Del Corso, Danila Germanese, Maria Antonietta Pascali, Serena Bardelli, Armando Cuttano, Fabrizia Festante, Andrea Guzzetta, Lucia Rocchitelli, Sara Colantonio

Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

2023

Enhancing COVID-19 CT Image Segmentation: A Comparative Study of Attention and Recurrence in UNet Models.

Rossana Buongiorno, Giulio Del Corso, Danila Germanese, Leonardo Colligiani, Lorenzo Python, Chiara Romei, Sara Colantonio

J. Imaging, 2023

Exploring the potentials and challenges of Artificial Intelligence in supporting clinical diagnostics and remote assistance for the health and well-being of individuals.

Andrea Berti, Rossana Buongiorno, Gianluca Carloni, Claudia Caudai, Giulio Del Corso, Danila Germanese, Eva Pachetti, Maria Antonietta Pascali, Sara Colantonio

Proceedings of the Italia Intelligenza Artificiale, 2023

2022

A fast computational model for the electrophysiology of the whole human heart.

Giulio Del Corso, Roberto Verzicco, Francesco Viola

J. Comput. Phys., 2022