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Chiara Verdone
Chiara Verdone
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Year
Thyroid disease treatment prediction with machine learning approaches
L Aversano, ML Bernardi, M Cimitile, M Iammarino, PE Macchia, ...
Procedia Computer Science 192, 1031-1040, 2021
842021
Using machine learning for early prediction of heart disease
L Aversano, ML Bernardi, M Cimitile, M Iammarino, D Montano, ...
2022 IEEE International Conference on Evolving and Adaptive Intelligent …, 2022
172022
A machine learning approach for early detection of parkinson’s disease using acoustic traces
L Aversano, ML Bernardi, M Cimitile, M Iammarino, D Montano, ...
2022 IEEE International Conference on Evolving and Adaptive Intelligent …, 2022
172022
Early detection of parkinson's disease using spiral test and echo state networks
L Aversano, ML Bernardi, M Cimitile, M Iammarino, C Verdone
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
122022
Evo-GUNet3++: Using evolutionary algorithms to train UNet-based architectures for efficient 3D lung cancer detection
P Ardimento, L Aversano, ML Bernardi, M Cimitile, M Iammarino, ...
Applied Soft Computing 144, 110465, 2023
92023
An enhanced UNet variant for effective lung cancer detection
L Aversano, ML Bernardi, M Cimitile, M Iammarino, C Verdone
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
82022
A data-aware explainable deep learning approach for next activity prediction
L Aversano, ML Bernardi, M Cimitile, M Iammarino, C Verdone
Engineering Applications of Artificial Intelligence 126, 106758, 2023
52023
Using Machine Learning for Classification of Cancer Cells from Raman Spectroscopy.
L Aversano, ML Bernardi, V Calgano, M Cimitile, C Esposito, ...
DeLTA, 15-24, 2022
42022
Assessment of Primary Human Liver Cancer Cells by Artificial Intelligence-Assisted Raman Spectroscopy
C Esposito, M Janneh, S Spaziani, V Calcagno, ML Bernardi, ...
Cells 12 (22), 2645, 2023
22023
An Empirical Study to Predict Student Performance Using Information of the Virtual Learning Environment
L Aversano, ML Bernardi, M Cimitile, M Iammarino, D Montano, ...
International Workshop on Higher Education Learning Methodologies and …, 2022
22022
Explainable Deep Ensemble to Diagnose COVID-19 from CT Scans
L Aversano, ML Bernardi, M Cimitile, R Pecori, C Verdone
Conference of the European Society for Fuzzy Logic and Technology, 642-654, 2023
12023
Early Parkinson’s Disease Detection from EEG Traces Using Machine Learning Techniques
L Aversano, ML Bernardi, M Cimitile, M Iammarino, D Montano, ...
Conference of the European Society for Fuzzy Logic and Technology, 607-619, 2023
12023
An Explainable Approach for Early Parkinson Disease Detection Using Deep Learning
L Aversano, ML Bernardi, M Cimitile, M Iammarino, A Madau, C Verdone
International Conference on Deep Learning Theory and Applications, 326-339, 2023
12023
A Machine Learning Approach for the Detection of Thoracic Disease using Chest X-ray reports
L Aversano, M Iammarino, A Madau, D Montano, C Verdone
Procedia Computer Science 246, 1130-1139, 2024
2024
Artificial Intelligence-assisted Raman Spectroscopy for Liver cancer diagnosis
C Esposito, M Janneh, S Spaziani, V Calcagno, ML Bernardi, ...
EPJ Web of Conferences 309, 10010, 2024
2024
Adopting Delta Maintainability Model for Just in Time Bug Prediction
L Aversano, M Iammarino, A Madau, D Montano, C Verdone
Volume 1: ICSOFT, 2024
2024
Raman Spectroscopy of Cells for Cancer Classification Through Machine Learning
L Aversano, ML Bernardi, M Cimitile, A Cusano, M Iammarino, M Pisco, ...
2023 IEEE International Conference on Metrology for eXtended Reality …, 2023
2023
An Explainable Approach for Early Parkinson Disease Detection Using Deep Learning
M Iammarino, A Madau, C Verdone
Deep Learning Theory and Applications: 4th International Conference, DeLTA …, 2023
2023
Machine Learning Applied to Speech Recordings for Parkinson’s Disease Recognition
L Aversano, ML Bernardi, M Cimitile, M Iammarino, A Madau, C Verdone
International Conference on Deep Learning Theory and Applications, 101-114, 2023
2023
Early Diagnosis of Parkinson's Disease Exploting Motor and Non-Motor Symptoms: Results from the PPMI Cohort
L Aversano, ML Bernardi, M Cimitile, M Iammarino, A Madau, C Verdone
Procedia Computer Science 225, 2096-2105, 2023
2023
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