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Michele Bernardini
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2020 – today
- 2023
- [j7]Michele Bernardini, Anastasiia Doinychko, Luca Romeo, Emanuele Frontoni, Massih-Reza Amini:
A novel missing data imputation approach based on clinical conditional Generative Adversarial Networks applied to EHR datasets. Comput. Biol. Medicine 163: 107188 (2023) - 2021
- [b1]Michele Bernardini:
Machine Learning approaches in Predictive Medicine using Electronic Health Records data. (Approches d'apprentissage automatique en médecine prédictive à l'aide des données des dossiers médicaux électroniques). Marche Polytechnic University, Ancona, Italy, 2021 - [j6]Michele Bernardini
, Luca Romeo
A Clinical Decision Support System to Stratify the Temporal Risk of Diabetic Retinopathy. IEEE Access 9: 151864-151872 (2021) - [j5]Michele Bernardini
A Semi-Supervised Multi-Task Learning Approach for Predicting Short-Term Kidney Disease Evolution. IEEE J. Biomed. Health Informatics 25(10): 3983-3994 (2021) - 2020
- [j4]Michele Bernardini
Early temporal prediction of Type 2 Diabetes Risk Condition from a General Practitioner Electronic Health Record: A Multiple Instance Boosting Approach. Artif. Intell. Medicine 105: 101847 (2020) - [j3]Daniele Liciotti
A sequential deep learning application for recognising human activities in smart homes. Neurocomputing 396: 501-513 (2020) - [j2]Michele Bernardini
Discovering the Type 2 Diabetes in Electronic Health Records Using the Sparse Balanced Support Vector Machine. IEEE J. Biomed. Health Informatics 24(1): 235-246 (2020)
2010 – 2019
- 2019
- [j1]Michele Bernardini
TyG-er: An ensemble Regression Forest approach for identification of clinical factors related to insulin resistance condition using Electronic Health Records. Comput. Biol. Medicine 112 (2019) - [c4]Alessandro Ferri, Riccardo Rosati
Towards the Design of a Machine Learning-based Consumer Healthcare Platform powered by Electronic Health Records and measurement of Lifestyle through Smartphone Data. ISCT 2019: 37-40 - 2018
- [c3]Emanuele Frontoni, Jelena Loncarski
Cyber Physical Systems for Industry 4.0: Towards Real Time Virtual Reality in Smart Manufacturing. AVR (2) 2018: 422-434 - [c2]Marina Paolanti, Valerio Placidi, Michele Bernardini, Andrea Felicetti, Rocco Pietrini, Emanuele Frontoni:
An Agent Based WCET Analysis for Top-View Person Re-Identification. RTcMAS@IJCAI 2018: 45-59 - [c1]Chiara Calamanti, Marina Paolanti, Luca Romeo
Machine learning-based approaches to analyse and improve the diagnosis of endothelial dysfunction. MESA 2018: 1-6
Coauthor Index
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