Chiara Verdone

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 15

Top Topics

Early Detection

Machine Learning

Top Venues

Publications

Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Antonella Madau, Chiara Verdone
Early Diagnosis of Parkinson's Disease Exploting Motor and Non-Motor Symptoms: Results from the PPMI Cohort. KES (2023)
Pasquale Ardimento, Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Chiara Verdone
Evo-GUNet3++: Using evolutionary algorithms to train UNet-based architectures for efficient 3D lung cancer detection. Appl. Soft Comput. 144 (2023)
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Debora Montano, Chiara Verdone
Early Parkinson's Disease Detection from EEG Traces Using Machine Learning Techniques. EUSFLAT/AGOP (2023)
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Andrea Cusano, Martina Iammarino, Marco Pisco, Sara Spaziani, Chiara Verdone
Raman Spectroscopy of Cells for Cancer Classification Through Machine Learning. MetroXRAINE (2023)
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Antonella Madau, Chiara Verdone
An Explainable Approach for Early Parkinson Disease Detection Using Deep Learning. DeLTA (2023)
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Antonella Madau, Chiara Verdone
Machine Learning Applied to Speech Recordings for Parkinson's Disease Recognition. DeLTA (2023)
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Chiara Verdone
A data-aware explainable deep learning approach for next activity prediction. Eng. Appl. Artif. Intell. 126 (2023)
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Riccardo Pecori, Chiara Verdone
Explainable Deep Ensemble to Diagnose COVID-19 from CT Scans. EUSFLAT/AGOP (2023)
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Chiara Verdone
An enhanced UNet variant for Effective Lung Cancer Detection. IJCNN (2022)
Lerina Aversano, Mario Luca Bernardi, Vincenzo Calgano, Marta Cimitile, Concetta Esposito, Martina Iammarino, Marco Pisco, Sara Spaziani, Chiara Verdone
Using Machine Learning for Classification of Cancer Cells from Raman Spectroscopy. DeLTA (2022)
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Debora Montano, Chiara Verdone
An Empirical Study to Predict Student Performance Using Information of the Virtual Learning Environment. HELMeTO (2022)
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Debora Montano, Chiara Verdone
A Machine Learning approach for Early Detection of Parkinson's Disease Using acoustic traces. EAIS (2022)
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Debora Montano, Chiara Verdone
Using Machine Learning for early prediction of Heart Disease. EAIS (2022)
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Chiara Verdone
Early Detection of Parkinson's Disease using Spiral Test and Echo State Networks. IJCNN (2022)
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Paolo Emidio Macchia, Immacolata Cristina Nettore, Chiara Verdone
Thyroid Disease Treatment prediction with machine learning approaches. KES (2021)