Umberto Michelucci

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

An Introduction to Autoencoders

Umberto Michelucci · arXiv (Cornell University) · 2022 · 119 citations · Full text

Activation Function, Anomaly Detection, Machine Learning +9

A Machine Learning Approach for Mortality Prediction in COVID-19 Pneumonia: Development and Evaluation of the Piacenza Score

Géza Hálasz, Michela Sperti, Matteo Villani et al. · Journal of Medical Internet Research · 2021 · 50 citations · Full text

Extraction of physicochemical properties from the fluorescence spectrum with 1D convolutional neural networks: Application to olive oil

Francesca Venturini, Michela Sperti, Umberto Michelucci et al. · Journal of Food Engineering · 2022 · 39 citations · Full text

Collective spin fluctuation mode and Raman scattering in superconducting cuprates

Francesca Venturini, Umberto Michelucci, T. P. Devereaux et al. · Physical review. B, Condensed matter · 2000 · 31 citations · Full text