Chiara Verdone

25 papers B 7C 3Journal 3Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Hybrid Approach Integrating Clinical Data and Tomography to Improve Diagnosis of Parkinson's Disease.
ACM Trans. Comput. Heal.
Lerina Aversano, Martina Iammarino, Antonella Madau, Debora Montano, Chiara Verdone
2025 C conf
An Explainable Model for Waste Cost Prediction: A Study on Linked Open Data in Italy.
ICSOFT
Lerina Aversano, Martina Iammarino, Antonella Madau, Debora Montano, Chiara Verdone
2025 B conf
Explainability of Technical Debt: An Analysis on the Role of Refactoring in Software Systems.
IJCNN
Lerina Aversano, Martina Iammarino, Antonella Madau, Debora Montano, Chiara Verdone
2025 C conf
Explainable AI Approach for Cardiac Involvement Detection in Anderson-Fabry Disease.
DATA
Chiara Verdone, Matteo Gravina, Grazia Casavecchia, Rodolfo Belfiore, Benedetta Di Millo
2025 B conf
Explainable Approach For Early Diagnosis of Parkinson's Using Audio Tracks.
KES
Lerina Aversano, Martina Iammarino, Antonella Madau, Debora Montano, Chiara Verdone
2025 — conf
From Raw Electrocardiogram to Classification: A Lightweight Approach to Paroxysmal Atrial Fibrillation Detection.
MetroXRAINE
Ilaria Mancino, Chiara Verdone, Martina Iammarino, Lerina Aversano
2025 — conf
Mining Community Health: Association Rules for the Design of Proximity Care Models.
MetroXRAINE
Lerina Aversano, Martina Iammarino, Antonella Madau, Ilaria Mancino, Debora Montano, Chiara Verdone
2024 B conf
A Machine Learning Approach for the Detection of Thoracic Disease using Chest X-ray reports.
KES
Lerina Aversano, Martina Iammarino, Antonella Madau, Debora Montano, Chiara Verdone
2024 C conf
Adopting Delta Maintainability Model for Just in Time Bug Prediction.
ICSOFT
Lerina Aversano, Martina Iammarino, Antonella Madau, Debora Montano, Chiara Verdone
2024 — conf
Raman Spectroscopy of Cancer Cells: An Explainable Classification Model.
MetroXRAINE
Andrea Cusano, Martina Iammarino, Marco Pisco, Sara Spaziani, Chiara Verdone
2023 J jnl
A data-aware explainable deep learning approach for next activity prediction.
Eng. Appl. Artif. Intell.
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Chiara Verdone
2023 — conf
An Explainable Approach for Early Parkinson Disease Detection Using Deep Learning.
DeLTA
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Antonella Madau, Chiara Verdone
2023 B conf
Early Diagnosis of Parkinson's Disease Exploting Motor and Non-Motor Symptoms: Results from the PPMI Cohort.
KES
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Antonella Madau, Chiara Verdone
2023 — conf
Early Parkinson's Disease Detection from EEG Traces Using Machine Learning Techniques.
EUSFLAT/AGOP
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Debora Montano, Chiara Verdone
2023 J jnl
Evo-GUNet3++: Using evolutionary algorithms to train UNet-based architectures for efficient 3D lung cancer detection.
Appl. Soft Comput.
Pasquale Ardimento, Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Chiara Verdone
2023 — conf
Explainable Deep Ensemble to Diagnose COVID-19 from CT Scans.
EUSFLAT/AGOP
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Riccardo Pecori, Chiara Verdone
2023 — conf
Machine Learning Applied to Speech Recordings for Parkinson's Disease Recognition.
DeLTA
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Antonella Madau, Chiara Verdone
2023 — conf
Raman Spectroscopy of Cells for Cancer Classification Through Machine Learning.
MetroXRAINE
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Andrea Cusano, Martina Iammarino, Marco Pisco, Sara Spaziani, Chiara Verdone
2022 — conf
A Machine Learning approach for Early Detection of Parkinson's Disease Using acoustic traces.
EAIS
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Debora Montano, Chiara Verdone
2022 — conf
An Empirical Study to Predict Student Performance Using Information of the Virtual Learning Environment.
HELMeTO
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Debora Montano, Chiara Verdone
2022 B conf
An enhanced UNet variant for Effective Lung Cancer Detection.
IJCNN
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Chiara Verdone
2022 B conf
Early Detection of Parkinson's Disease using Spiral Test and Echo State Networks.
IJCNN
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Chiara Verdone
2022 — conf
Using Machine Learning for Classification of Cancer Cells from Raman Spectroscopy.
DeLTA
Lerina Aversano, Mario Luca Bernardi, Vincenzo Calgano, Marta Cimitile, Concetta Esposito, Martina Iammarino, Marco Pisco, Sara Spaziani, Chiara Verdone
2022 — conf
Using Machine Learning for early prediction of Heart Disease.
EAIS
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Debora Montano, Chiara Verdone
2021 B conf
Thyroid Disease Treatment prediction with machine learning approaches.
KES
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Martina Iammarino, Paolo Emidio Macchia, Immacolata Cristina Nettore, Chiara Verdone