Michele Bernardini

A sequential deep learning application for recognising human activities in smart homes

Daniele Liciotti, Michele Bernardini, Luca Romeo et al. · Neurocomputing · 2019 · 176 citations

Computing, Computer Science, Computer Systems +16

Discovering the Type 2 Diabetes in Electronic Health Records Using the Sparse Balanced Support Vector Machine

Michele Bernardini, Luca Romeo, Paolo Misericordia et al. · IEEE Journal of Biomedical and Health Informatics · 2019 · 122 citations

Computing, Biomedical Informatics, Health Informatics +16

Machine learning using the extreme gradient boosting (XGBoost) algorithm predicts 5-day delta of SOFA score at ICU admission in COVID-19 patients

Jonathan Montomoli, Luca Romeo, Sara Moccia et al. · Journal of Intensive Medicine · 2021 · 77 citations · Full text

Computing, Biostatistics, Data Science +17

Prediction of complications of type 2 Diabetes: A Machine learning approach

Antonio Nicolucci, Luca Romeo, Michele Bernardini et al. · Diabetes Research and Clinical Practice · 2022 · 60 citations

Computing, Biomedical Informatics, Health Informatics +14

Early temporal prediction of Type 2 Diabetes Risk Condition from a General Practitioner Electronic Health Record: A Multiple Instance Boosting Approach

Michele Bernardini, Micaela Morettini, Luca Romeo et al. · Artificial Intelligence in Medicine · 2020 · 47 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17