Gabriele Lozupone

According to our database, Gabriele Lozupone authored at least 8 papers between 2023 and 2026.

Collaborative distances:

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

2026

Latent diffusion autoencoders: Toward efficient and meaningful unsupervised representation learning in medical imaging - a case study on Alzheimer's disease.

Gabriele Lozupone, Alessandro Bria, Francesco Fontanella, Frederick J. A. Meijer, Claudio De Stefano, Henkjan Huisman

Medical Image Anal., 2026

2025

Latent Diffusion Autoencoders: Toward Efficient and Meaningful Unsupervised Representation Learning in Medical Imaging.

Gabriele Lozupone, Alessandro Bria, Francesco Fontanella, Frederick J. A. Meijer, Claudio De Stefano, Henkjan Huisman

CoRR, April, 2025

UniCas research initiatives in medicine and healthcare.

Gabriele Lozupone, Marco Cantone, Emanuele Nardone, Cesare Davide Pace, Ciro Russo, Alessandro Bria, Tiziana D'Alessandro, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto di Freca

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

Scale-Aware Fractal-Lacunarity Analysis of Handwriting for Alzheimer's Disease Classification.

Emanuele Nardone, Marco Cantone, Gabriele Lozupone, Cesare Davide Pace, Ciro Russo, Tiziana D'Alessandro

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

2024

AXIAL: Attention-based eXplainability for Interpretable Alzheimer's Localized Diagnosis using 2D CNNs on 3D MRI brain scans.

Gabriele Lozupone, Alessandro Bria, Francesco Fontanella, Claudio De Stefano

CoRR, 2024

UniCas for Medicine and Healthcare.

Marco Cantone, Svonko Galasso, Gabriele Lozupone, Emanuele Nardone, Cesare Davide Pace, Ciro Russo, Alessandro Bria, Tiziana D'Alessandro, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto di Freca

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

Transformers and CNNs in Neurodiagnostics: Handwriting Analysis for Alzheimer's Diagnosis.

Gabriele Lozupone, Emanuele Nardone, Cesare Davide Pace, Tiziana D'Alessandro

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023

End-to-End Asbestos Roof Detection on Orthophotos Using Transformer-Based YOLO Deep Neural Network.

Cesare Davide Pace, Alessandro Bria, Mariano Focareta, Gabriele Lozupone, Claudio Marrocco, Giuseppe Meoli, Mario Molinara

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023