michele bernardini
michele bernardini
Universitą Politecnica della Marche
Verified email at pm.univpm.it - Homepage
Title
Cited by
Cited by
Year
A sequential deep learning application for recognising human activities in smart homes
D Liciotti, M Bernardini, L Romeo, E Frontoni
Neurocomputing 396, 501-513, 2020
392020
Discovering the Type 2 Diabetes in Electronic Health Records using the Sparse Balanced Support Vector Machine
M Bernardini, L Romeo, P Misericordia, E Frontoni
IEEE Journal of Biomedical and Health Informatics, 2019
312019
Cyber physical systems for industry 4.0: Towards real time virtual reality in smart manufacturing
E Frontoni, J Loncarski, R Pierdicca, M Bernardini, M Sasso
International Conference on Augmented Reality, Virtual Reality and Computer …, 2018
232018
TyG-er: An ensemble Regression Forest approach for identification of clinical factors related to insulin resistance condition using Electronic Health Records
M Bernardini, M Morettini, L Romeo, E Frontoni, L Burattini
Computers in Biology and Medicine, 103358, 2019
122019
Early temporal prediction of type 2 diabetes risk condition from a general practitioner electronic health record: A multiple instance boosting approach
M Bernardini, M Morettini, L Romeo, E Frontoni, L Burattini
Artificial Intelligence in Medicine 105, 101847, 2020
112020
Towards the Design of a Machine Learning-based Consumer Healthcare Platform powered by Electronic Health Records and measurement of Lifestyle through Smartphone Data
A Ferri, R Rosati, M Bernardini, L Gabrielli, S Casaccia, L Romeo, ...
2019 IEEE 23rd International Symposium on Consumer Technologies (ISCT), 37-40, 2019
52019
A Decision Support System for Diabetes Chronic Care Models Based on General Practitioner Engagement and EHR Data Sharing
E Frontoni, L Romeo, M Bernardini, S Moccia, L Migliorelli, M Paolanti, ...
IEEE Journal of Translational Engineering in Health and Medicine 8, 1-12, 2020
32020
Machine learning-based approaches to analyse and improve the diagnosis of endothelial dysfunction
C Calamanti, M Paolanti, L Romeo, M Bernardini, E Frontoni
2018 14th IEEE/ASME International Conference on Mechatronic and Embedded …, 2018
32018
Development of an automatic procedure to mechanically characterize soft tissue materials
B Innocenti, P Lambert, JC Larrieu, S Pianigiani, M Paolanti, M Bernardini, ...
2016 12th IEEE/ASME International Conference on Mechatronic and Embedded …, 2016
32016
A Semi-Supervised Multi-Task Learning Approach for Predicting Short-Term Kidney Disease Evolution
M Bernardini, L Romeo, E Frontoni, MR Amini
IEEE Journal of Biomedical and Health Informatics, 2021
22021
Augmented Microscopy for DNA Damage Quantification: A Machine Learning Tool for Environmental, Medical and Health Sciences
M Bernardini, A Ferri, L Migliorelli, S Moccia, L Romeo, S Silvestri, L Tiano, ...
International Design Engineering Technical Conferences and Computers and …, 2019
12019
A clinical decision support system for chronic venous insufficiency
C Calamanti, A Cenci, M Bernardini, E Frontoni, P Zingaretti
International Design Engineering Technical Conferences and Computers and …, 2017
12017
Machine Learning approaches in Predictive Medicine using Electronic Health Records data
M Bernardini
Universitą Politecnica delle Marche, 2021
2021
A Cloud-Based Healthcare Infrastructure for Neonatal Intensive-Care Units
L Migliorelli, A Cenci, M Bernardini, L Romeo, S Moccia, P Zingaretti
International Design Engineering Technical Conferences and Computers and …, 2019
2019
An Agent Based WCET Analysis for Top-View Person Re-Identification.
M Paolanti, V Placidi, M Bernardini, A Felicetti, R Pietrini, E Frontoni
RTcMAS@ IJCAI, 45-59, 2018
2018
Development of an automatic procedure to mechanically characterize soft tissue materials
M Bernardini, S Pianigiani, JC Larrieu, P Lambert, B Innocenti
2015
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