Francesco Cremonesi

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 9

Top Topics

Prostate Segmentation

Connected Component Labeling

Top Venues

ACM Trans. Math. Softw.

Publications

Francesco Cremonesi, Vincent Planat, Varvara Kalokyri, Haridimos Kondylakis, Tiziana Sanavia, Victor Miguel Mateos Resinas, Babita Singh, Silvia Uribe
The need for multimodal health data modeling: A practical approach for a federated-learning healthcare platform. J. Biomed. Informatics 141 (2023)
Irene Balelli, Aude Sportisse, Francesco Cremonesi, Pierre-Alexandre Mattei, Marco Lorenzi
Fed-MIWAE: Federated Imputation of Incomplete Data via Deep Generative Models. CoRR (2023)
Lucia Innocenti, Michela Antonelli, Francesco Cremonesi, Kenaan Sarhan, Alejandro Granados, Vicky Goh, Sébastien Ourselin, Marco Lorenzi
Benchmarking Collaborative Learning Methods Cost-Effectiveness for Prostate Segmentation. CoRR (2023)
Francesco Cremonesi, Marc Vesin, Sergen Cansiz, Yannick Bouillard, Irene Balelli, Lucia Innocenti, Santiago S. Silva R., Samy-Safwan Ayed, Riccardo Taiello, Laetitia Kameni, Richard Vidal, Fanny Orlhac, Christophe Nioche, Nathan Lapel, Bastien Houis, Romain Modzelewski, Olivier Humbert, Melek Önen, Marco Lorenzi
Fed-BioMed: Open, Transparent and Trusted Federated Learning for Real-world Healthcare Applications. CoRR (2023)
Francesco Cremonesi, Felix Schürmann
Understanding Computational Costs of Cellular-Level Brain Tissue Simulations Through Analytical Performance Models. Neuroinformatics 18 (3) (2020)
Francesco Cremonesi, Georg Hager, Gerhard Wellein, Felix Schürmann
Analytic performance modeling and analysis of detailed neuron simulations. Int. J. High Perform. Comput. Appl. 34 (4) (2020)
Timothée Ewart, Francesco Cremonesi, Felix Schürmann, Fabien Delalondre
. ACM Trans. Math. Softw. 46 (3) (2020)
Francesco Cremonesi, Georg Hager, Gerhard Wellein, Felix Schürmann
Analytic Performance Modeling and Analysis of Detailed Neuron Simulations. CoRR (2019)
Timothée Ewart, Judit Planas, Francesco Cremonesi, Kai Langen, Felix Schürmann, Fabien Delalondre
Neuromapp: A Mini-application Framework to Improve Neural Simulators. ISC (2017)
Aleksandr Ovcharenko, Pramod S. Kumbhar, Michael L. Hines, Francesco Cremonesi, Timothée Ewart, Stuart Yates, Felix Schürmann, Fabien Delalondre
Simulating Morphologically Detailed Neuronal Networks at Extreme Scale. PARCO (2015)
Marco Fedele, Elena Faggiano, Luca Barbarotta, Francesco Cremonesi, Luca Formaggia, Simona Perotto
Semi-automatic three-dimensional vessel segmentation using a connected component localization of the Region-Scalable Fitting Energy. ISPA (2015)
Timothée Ewart, Stuart Yates, Francesco Cremonesi, Pramod S. Kumbhar, Felix Schürmann, Fabien Delalondre
Performance evaluation of the IBM POWER8 architecture to support computational neuroscientific application using morphologically detailed neurons. PMBS@SC (2015)