Prof. Federica Proietto Salanitri - PeRCeiVe.AI Lab - Team Members
About Me
I received my academic education at the University of Catania, where I achieved my PhD degree in 2023. Since January 2024, I'm an Assistant Professor at the Department of Electrical, Electronic, and Computer Engineering at the same institution. I am a member of the PeRCeiVe Lab research group, where I started my research activities in the areas of artificial intelligence, machine learning, and computer vision, with a particular focus on medical image analysis, federated learning, and explainable AI. My current research interests include developing AI-driven solutions for medical imaging, integrating federated learning frameworks for privacy-preserving data analysis, and applying explainable AI techniques to enhance transparency in machine learning models
Academic staff
Papers
Projects

2026 - SAM-guided prompt learning for Multiple Sclerosis lesion segmentation

Federica Proietto Salanitri, Giovanni Bellitto, Salvatore Calcagno, Ulas Bagci, Concetto Spampinato, Manuela Pennisi

2025 - Cyst-X: AI-Powered Pancreatic Cancer Risk Prediction from Multicenter MRI in Centralized and Federated Learning

Ulas Bagci, Hongyi Pan, Gorkem Durak, Elif Keles, Deniz Seyithanoglu, Zheyuan Zhang, Alpay Medetalibeyoglu, Halil Aktas, Andrea Bejar, Ziliang Hong, Yavuz Taktak, Gulbiz Kartal, Sukru Erturk, Timurhan Cebeci, Maria Gonzalez, Yury Velichko, Lili Zhao, Emil Agarunov, Federica Proietto Salanitri, Concetto Spampinato, Pallavi Tiwari, Ziyue Xu, Sachin Jambawalikar, Ivo Schoots, Marco Bruno, Chenchang Huang, Candice Bolan, Tamas Gonda, Frank Miller, Rajesh Keswani, Michael Wallace

2025 - Decoding attention from the visual cortex: fMRI-based prediction of human saliency maps

Salvatore Calcagno, Marco Finocchiaro, Giovanni Bellitto, Concetto Spampinato, Federica Proietto Salanitri

2025 - Learning Joint Text and Visual Tokens in CLIP for Medical Image Analysis

Raffaele Mineo, Giovanni Bellitto, Federica Proietto Salanitri, Rutger Hendrix, Concetto Spampinato, Simone Palazzo

2025 - Pre-Forgettable Models: Prompt Learning as a Native Mechanism for Unlearning

Rutger Hendrix, Giovanni Patanè, Leonardo G Russo, Simone Carnemolla, Federica Proietto Salanitri, Giovanni Bellitto, Concetto Spampinato, Matteo Pennisi

2025 - Zero-Shot Decentralized Federated Learning

A. Masano, M. Pennisi, F. Proietto Salanitri, C. Spampinato, G. Bellitto

2025 - Pancreas Part Segmentation Under Federated Learning Paradigm

Ziliang Hong, Halil Ertugrul Aktas, Andrea Mia Bejar, Katherine Wu, Hongyi Pan, Gorkem Durak, Zheyuan Zhang, Sait Kayali, Temel Tirkes, Federica Proietto Salanitri, Concetto Spampinato, Michael Goggins, Tamas Gonda, Candice Bolan, Raj Keswani, Frank Miller, Michael Wallace, Ulas Bagci

2025 - Radar-based imaging for sign language recognition in medical communication

Raffaele Mineo, Gaia Caligiore, Federica Proietto Salanitri, Isaak Kavasidis, Senya Polikovsky, Sabina Fontana, Egidio Ragonese, Concetto Spampinato, Simone Palazzo

2025 - Gaze-Guided Medical Image Segmentation: A Training-Free Approach using SAM Foundation Model

Giulia Potgens, Rutger Hendrix, Cian Scannell, Ulas Bagci, Concetto Spampinato, Federica Proietto Salanitri

2025 - From Questions to Neural Insights: Towards Query-Based fMRI Decoding

Marco Finocchiaro, Salvatore Calcagno, Isaak Kavasidis, Amelia Sorrenti, Silvia Suchalova, Robert Hudec, Manuela Pennisi, Federica Proietto Salanitri, Concetto Spampinato

2025 - Liver Cirrhosis Stage Estimation from MRI with Deep Learning

Jun Zeng, Debesh Jha, Ertugrul Aktas, Elif Keles, Alpay Medetalibeyoglu, Matthew Antalek, Federica Proietto Salanitri, Amir A Borhani, Daniela P Ladner, Gorkem Durak, Ulas Bagci

2025 - Non-invasive physiological assessment of intermediate coronary stenoses from plain angiography through artificial intelligence: the STARFLOW system

Ovidio De Filippo, Raffaele Mineo, Michele Millesimo, Wojciech Wańha, Federica Proietto Salanitri, Antonio Greco, Antonio Maria Leone, Luca Franchin, Simone Palazzo, Giorgio Quadri, Domenico Tuttolomondo, Enrico Fabris, Gianluca Campo, Alessandra Truffa Giachet, Francesco Bruno, Mario Iannaccone, Giacomo Boccuzzi, Nicola Gaibazzi, Ferdinando Varbella, Wojciech Wojakowski, Michele Maremmani, Guglielmo Gallone, Gianfranco Sinagra, Davide Capodanno, Giuseppe Musumeci, Paolo Boretto, Pawel Pawlus, Andrea Saglietto, Francesco Burzotta, Marco Aldinucci, Daniela Giordano, Gaetano Maria De Ferrari, Concetto Spampinato, Fabrizio D'Ascenzo

2025 - Text-aligned radar-based sign language recognition for healthcare communication

Raffaele Mineo, Amelia Sorrenti, Gaia Caligiore, Federica Proietto Salanitri, Giovanni Bellitto, Senya Polikovsky, Sabina Fontana, Egidio Ragonese, Concetto Spampinato, Simone Palazzo

2025 - Automated MoCA Score Estimation Using Eye-Gaze Data and Vision Transformers

Raffaele Mineo, Isaak Kavasidis, Federica Proietto Salanitri, Lisa Passarello, Giovanni Piccininno, Vincenzo Masciale, Alessandro Anselmo, Cristiano Convertino, Domenico Rotondi, Nicola Laurieri, Simone Palazzo, Concetto Spampinato, Manuela Pennisi, Daniela Giordano

2025 - Conditional Visuo-Textual Prompt Learning for Medical Image Analysis

Raffaele Mineo, Giovanni Bellitto, Federica Proietto Salanitri, Rutger Hendrix, Ulas Bagci, Daniela Giordano, Concetto Spampinato, Simone Palazzo
No Projects found.