Giulio Del Corso

According to our database, Giulio Del Corso authored at least 9 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

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

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 M. 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