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Chiara Verdone
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 15
Top Topics
Raman Spectra
Early Detection
Lung Cancer
Machine Learning
Top Venues
DeLTA
EAIS
KES
EUSFLAT/AGOP
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Publications
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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)