CNR Institutional Research Information System

SANNINO, GIOVANNA

SANNINO, GIOVANNA  

Istituto di Calcolo e Reti ad Alte Prestazioni - ICAR - Sede Secondaria Napoli  

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Titolo Data di pubblicazione Autore(i) File
A novel explainable AI framework for medical image classification integrating statistical, visual, and rule-based methods 1-gen-2025 Ullah, N.; Guzman-Aroca, F.; Martinez-Alvarez, F.; De Falco, I.; Sannino, G.
An Explainable Deep Learning Framework with Adaptive Feature Selection for Smart Lemon Disease Classification in Agriculture 1-gen-2025 Ullah, N.; Ruocco, M.; Della Cioppa, A.; De Falco, I.; Sannino, G.
Ante-Hoc Methods for Interpretable Deep Models: A Survey 1-gen-2025 Di Marino, Antonio; Bevilacqua, Vincenzo; Ciaramella, Angelo; DE FALCO, Ivanoe; Sannino, Giovanna
Special Issue: Digital Healthcare Leveraging Edge Computing and the Internet of Things 1-gen-2025 Celesti, A.; De Falco, I.; Sannino, G.; Carnevale, L.
Blood glucose level prediction in type 1 diabetes: A comparative analysis of interpretable artificial intelligence approaches 1-gen-2024 Basile, Ilaria; Sannino, Giovanna
Explainable Artificial Intelligence: Importance, Use Domains, Stages, Output Shapes, and Challenges 1-gen-2024 Ullah, Naeem; Khan, Javed Ali; De Falco, Ivanoe; Sannino, Giovanna
Precision medicine in ALS: Identification of new acoustic markers for dysarthria severity assessment 1-gen-2024 Dubbioso, Raffaele; Spisto, Myriam; Verde, Laura; Virginia Iuzzolino, Valentina; Senerchia, Gianmaria; DE PIETRO, Giuseppe; DE FALCO, Ivanoe; Sannino, Giovanna
Voice signals database of ALS patients with different dysarthria severity and healthy controls 1-gen-2024 Dubbioso, Raffaele; Spisto, Myriam; Verde, Laura; Virginia Iuzzolino, Valentina; Senerchia, Gianmaria; Salvatore, Elena; DE PIETRO, Giuseppe; DE FALCO, Ivanoe; Sannino, Giovanna
CNN-based classification of phonocardiograms using fractal techniques 1-gen-2023 Riccio, Daniel; Brancati, Nadia; Sannino, Giovanna; Verde, Laura; Frucci, Maria
Intelligent Systems for Clinical Care and Remote Patient Monitoring 1-gen-2023 Sannino, Giovanna; Celesti, Antonio; DE FALCO, Ivanoe
Privacy-Enhancing Technologies in Federated Learning for the Internet of Healthcare Things: A Survey 1-gen-2023 Mosaiyebzadeh, Fatemeh; Pouriyeh, Seyedamin; Parizi Reza, M; Sheng Quan, Z; Han, Meng; Zhao, Liang; Sannino, Giovanna; Ranieri Caetano, Mazzoni; Ueyama, Jo; Batista Daniel, Macedo
Special Issue "Advances in Machine and Deep Learning in the Health Domain" 1-gen-2023 Celesti, Antonio; De Falco, Ivanoe; Galletta, Antonino; Sannino, Giovanna
A Deep Learning Approach for Voice Disorder Detection for Smart Connected Living Environments 1-gen-2022 Verde, L; Brancati, N; DE PIETRO, Giuseppe; Frucci, M; Sannino, G
A Two-Step Approach for Classification in Alzheimer's Disease 1-gen-2022 De Falco, I; De Pietro, G; Sannino, G
Analysis of 1D biomedical signals through AI based approaches for image processing 1-gen-2022 Sannino, Giovanna; Brancati, Nadia; M Bruckstein, Alfred; Frucci, Maria; Riccio, Daniel
Classification of Covid-19 chest X-ray images by means of an interpretable evolutionary rule-based approach 1-gen-2022 De Falco, I; De Pietro, G; Sannino, G
Artificial intelligence for health 1-gen-2021 Celesti, Antonio; De Falco, Ivanoe; Galletta, Antonino; Sannino, Giovanna
Artificial Intelligence Techniques for the Non-invasive Detection of COVID-19 Through the Analysis of Voice Signals 1-gen-2021 Verde, Laura; De Pietro, Giuseppe; Sannino, Giovanna
Enabling Technologies for Next Generation Telehealthcare 1-gen-2021 Celesti, A; De Falco, I; Pecchia, L; Sannino, G
Exploring the Use of Artificial Intelligence Techniques to Detect the Presence of Coronavirus Covid-19 through Speech and Voice Analysis 1-gen-2021 Verde, Laura; DE PIETRO, Giuseppe; Ghoneim, Ahmed; Alrashoud, Mubarak; AlMutib Khaled, N; Sannino, Giovanna