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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
1462020
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
922019
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
Augmented Reality, Virtual Reality, and Computer Graphics: 5th International …, 2018
532018
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
392020
Machine learning using the extreme gradient boosting (XGBoost) algorithm predicts 5-day delta of SOFA score at ICU admission in COVID-19 patients
J Montomoli, L Romeo, S Moccia, M Bernardini, L Migliorelli, D Berardini, ...
Journal of Intensive Medicine 1 (02), 110-116, 2021
292021
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
292019
Prediction of complications of type 2 Diabetes: A Machine learning approach
A Nicolucci, L Romeo, M Bernardini, M Vespasiani, MC Rossi, M Petrelli, ...
Diabetes Research and Clinical Practice 190, 110013, 2022
222022
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 25 (10), 3983-3994, 2021
192021
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
122020
A clinical decision support system to stratify the temporal risk of diabetic retinopathy
M Bernardini, L Romeo, A Mancini, E Frontoni
IEEE Access 9, 151864-151872, 2021
52021
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
52018
A novel missing data imputation approach based on clinical conditional Generative Adversarial Networks applied to EHR datasets
M Bernardini, A Doinychko, L Romeo, E Frontoni, MR Amini
Computers in Biology and Medicine 163, 107188, 2023
42023
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
42019
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
42016
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
22017
Machine Learning approaches in Predictive Medicine using Electronic Health Records data
M Bernardini
Universitą Politecnica delle Marche, 2021
12021
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
Microsoft Grant Award: AI for Health Grants COVID-19, aiCOVID-19 Project ID: 00011000156, Research Area: Treatment & Diagnostics, enabling research to further development.
L Romeo, M Bernardini, E Frontoni, M Morettini, L Burattini
Microsoft, 2020
2020
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
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