Iacopo Colonnelli

Machine learning-based prediction of adverse events following an acute coronary syndrome (PRAISE): a modelling study of pooled datasets

Fabrizio D’Ascenzo, Ovidio De Filippo, Guglielmo Gallone et al. · The Lancet · 2021 · 324 citations

Adverse Events, Health Informatics, Machine Learning +14

Practical parallelization of scientific applications with OpenMP, OpenACC and MPI

Marco Aldinucci, Valentina Cesare, Iacopo Colonnelli et al. · Journal of Parallel and Distributed Computing · 2021 · 42 citations · Full text

Cluster Computing, Practical Parallelization, Hybrid Programming +11

Recording provenance of workflow runs with RO-Crate

Simone Leo, Michael R. Crusoe, Laura Rodríguez‐Navas et al. · PLoS ONE · 2024 · 22 citations · Full text

Software Maintenance, Engineering, Verification +22

Distributed workflows with Jupyter

Iacopo Colonnelli, Marco Aldinucci, Barbara Cantalupo et al. · Future Generation Computer Systems · 2021 · 20 citations · Full text

Experimenting with Emerging RISC-V Systems for Decentralised Machine Learning

Gianluca Mittone, Nicolò Tonci, Robert Birke et al. · 2023 · 17 citations · Full text

Artificial Intelligence, Decentralized Machine Learning, Machine Learning +15