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Gianluca Mittone
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Machine learning-based prediction of adverse events following an acute coronary syndrome (PRAISE): a modelling study of pooled datasets
F D'Ascenzo, O De Filippo, G Gallone, G Mittone, MA Deriu, ...
The Lancet 397 (10270), 199-207, 2021
1932021
Practical parallelization of scientific applications with OpenMP, OpenACC and MPI
M Aldinucci, V Cesare, I Colonnelli, AR Martinelli, G Mittone, B Cantalupo, ...
Journal of Parallel and Distributed Computing 157, 13-29, 2021
332021
Machine learning for cardiology
Y Arfat, G Mittone, R Esposito, B Cantalupo, GM De Ferrari, M Aldinucci
Minerva cardiology and angiology 70 (1), 1-75, 2021
162021
Experimenting with Emerging RISC-V Systems for Decentralised Machine Learning
G Mittone, N Tonci, R Birke, I Colonnelli, D Medić, A Bartolini, R Esposito, ...
20th ACM International Conference on Computing Frontiers (CF ’23), 2023
92023
Model-Agnostic Federated Learning
G Mittone, W Riviera, I Colonnelli, R Birke, M Aldinucci
29th International European Conference on Parallel and Distributed …, 2023
62023
Towards extreme scale technologies and accelerators for eurohpc hw/sw supercomputing applications for exascale: The textarossa approach
G Agosta, M Aldinucci, C Alvarez, R Ammendola, Y Arfat, O Beaumont, ...
Microprocessors and Microsystems 95, 104679, 2022
62022
Federated Learning meets HPC and cloud
I Colonnelli, B Casella, G Mittone, Y Arfat, B Cantalupo, R Esposito, ...
ASTROPHYSICS AND SPACE SCIENCE PROCEEDINGS, 1-6, 2022
62022
Pooling critical datasets with federated learning
Y Arfat, G Mittone, I Colonnelli, F D'Ascenzo, R Esposito, M Aldinucci
2023 31st Euromicro International Conference on Parallel, Distributed and …, 2023
42023
Impact of left ventricular ejection fraction on procedural and long-term outcomes of bifurcation percutaneous coronary intervention
G Gallone, J Kang, F Bruno, JK Han, O De Filippo, HM Yang, M Doronzo, ...
The American Journal of Cardiology 172, 18-25, 2022
42022
Textarossa: Towards extreme scale technologies and accelerators for eurohpc hw/sw supercomputing applications for exascale
G Agosta, D Cattaneo, W Fornaciari, A Galimberti, G Massari, ...
2021 24th Euromicro Conference on Digital System Design (DSD), 286-294, 2021
42021
Forecasting the risk of heart failure hospitalization after acute coronary syndromes: the CORALYS HF score
F D'Ascenzo, E Fabris, C Gregorio, G Mittone, O De Filippo, W Wańha, ...
The American journal of cardiology 206, 320-329, 2023
12023
RISC-V-Based Platforms for HPC: Analyzing Non-functional Properties for Future HPC and Big-Data Clusters
W Fornaciari, F Reghenzani, F Terraneo, D Baroffio, C Metra, M Omana, ...
International Conference on Embedded Computer Systems, 395-410, 2023
12023
A Federated Learning Benchmark for Drug-Target Interaction
G Mittone, F Svoboda, M Aldinucci, N Lane, P Lió
ACM Web Conference 2023 (WWW '23), 1177–1181, 2023
12023
A Performance Model for Confidential Federated Learning
B Casella, I Colonnelli, G Mittone, R Birke, W Riviera, A Sciarappa, ...
Proceedings of the IEEE Symposium on Security and Privacy, 1-9, 2024
2024
Distributed Edge Inference: an Experimental Study on Multiview Detection
G Mittone, G Malenza, M Aldinucci, R Birke
Proceedings of the IEEE/ACM 16th International Conference on Utility and …, 2023
2023
Benchmarking Federated Learning Scalability
G Mittone, S Fonio
Proceedings of the 2nd Italian Conference on Big Data and Data Science …, 2023
2023
Efficiently Distributed Federated Learning
G Mittone, R Birke, M Aldinucci
European Conference on Parallel Processing, 321-326, 2023
2023
PRACTICAL PARALLELIZATION OF A LAPLACE SOLVER WITH MPI
M Aldinucci, V Cesare, I Colonnelli, AR Martinelli, G Mittone, B Cantalupo
High Performance Computing on CRESCO Infrastructure: research activity and …, 2021
2021
MINERVA CARDIOLOGY AND ANGIOLOGY
Y ARFAT, G MITTONE, R ESPOSITO, B CANTALUPO, GM DE FERRARI, ...
Minerva Cardioangiologica 68 (5), 532-8, 2020
2020
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Articles 1–19