Francesco Guarnera

Journals

A Novel Metric for Detecting Memorization in Generative Models for Brain MRI Synthesis. Antonio Scardace, Lemuel Puglisi, Francesco Guarnera, Sebastiano Battiato, Daniele Ravì. arXiv preprint arXiv:2509.16582. (2025)
Temporally-Aware Diffusion Model for Brain Progression Modelling with Bidirectional Temporal Regularisation. Mattia Litrico, Francesco Guarnera, Mario Valerio Giuffrida, Daniele Ravì, Sebastiano Battiato. arXiv preprint arXiv:2509.03141. (2025)

Efficient Atrophy Mapping A Single-Step U-Net Approach for Rapid Brain Change Estimation. Riccardo Raciti, Alessia Rondinella, Lemuel Puglisi, Francesco Guarnera, Daniele Ravì, Sebastiano Battiato. (2024)
SynthBA Reliable Brain Age Estimation Across Multiple MRI Sequences and Resolutions. Lemuel Puglisi, Alessia Rondinella, Linda De Meo, Francesco Guarnera, Sebastiano Battiato, Daniele Ravì. (2024)
Tadm Temporally-aware diffusion model for neurodegenerative progression on brain mri. Mattia Litrico, Francesco Guarnera, Mario Valerio Giuffrida, Daniele Ravì, Sebastiano Battiato. (2024)