Study on Transfer Learning Capabilities for Pneumonia Classification in Chest-X-Rays Image. - Danilo Avola; Andrea Bacciu; Luigi Cinque; Alessio Fagioli 001; Marco Raoul Marini; Riccardo Taiello (CoRR, 2021)

Privacy Preserving Image Registration. - Riccardo Taiello; Melek Önen; Olivier Humbert; Marco Lorenzi (MICCAI (6), 2022)

Study on transfer learning capabilities for pneumonia classification in chest-x-rays images. - Danilo Avola; Andrea Bacciu; Luigi Cinque; Alessio Fagioli 001; Marco Raoul Marini; Riccardo Taiello (Comput. Methods Programs Biomed., 2022)

Fed-BioMed: Open, Transparent and Trusted Federated Learning for Real-world Healthcare Applications. - Francesco Cremonesi; Marc Vesin; Sergen Cansiz; Yannick Bouillard; Irene Balelli; Lucia Innocenti; Santiago Silva 001; Samy-Safwan Ayed; Riccardo Taiello; Laetitia Kameni; Richard Vidal; Fanny Orlhac; et al. (CoRR, 2023)

Let Them Drop: Scalable and Efficient Federated Learning Solutions Agnostic to Stragglers. - Riccardo Taiello; Melek Önen; Clémentine Gritti; Marco Lorenzi (ARES, 2024)

Enhancing Privacy in Federated Learning: Secure Aggregation for Real-World Healthcare Applications. - Riccardo Taiello; Sergen Cansiz; Marc Vesin; Francesco Cremonesi; Lucia Innocenti; Melek Önen; Marco Lorenzi (ISIC/iMIMIC/EARTH/DeCaF@MICCAI, 2024)

Let Them Drop: Scalable and Efficient Federated Learning Solutions Agnostic to Client Stragglers. - Riccardo Taiello; Melek Önen; Clémentine Gritti; Marco Lorenzi (IACR Cryptol. ePrint Arch., 2024)

Another Walk for Monchi. - Riccardo Taiello; Emre Tosun; Alberto Ibarrondo; Hervé Chabanne; Melek Önen (IACR Cryptol. ePrint Arch., 2024)

Privacy preserving image registration. - Riccardo Taiello; Melek Önen; Francesco Capano; Olivier Humbert; Marco Lorenzi (Medical Image Anal., 2024)

Privacy-preserving machine learning for large-scale collaborative healthcare data analysis. (Apprentissage automatique sécurisé pour l'analyse collaborative des données de santé à grande échelle). - Riccardo Taiello (2024)

Buffalo: A Practical Secure Aggregation Protocol for Buffered Asynchronous Federated Learning. - Riccardo Taiello; Clémentine Gritti; Melek Önen; Marco Lorenzi (CODASPY, 2025)

Buffalo: A Practical Secure Aggregation Protocol for Asynchronous Federated Learning. - Riccardo Taiello; Clémentine Gritti; Melek Önen; Marco Lorenzi (IACR Cryptol. ePrint Arch., 2025)