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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Risultati 1 - 20 di 111 (tempo di esecuzione: 0.04 secondi).
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
Optimizing Deep Learning for Cotton Leaf Disease Detection Using Meta-Heuristic Feature Selection Algorithms 1-gen-2025 Ullah, N.; Martinez-Alvarez, F.; De Falco, I.; Sannino, G.
Remote Monitoring of Rehabilitation Exercises Through Motion Assessment 1-gen-2025 Basile, Ilaria; 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
Bridging Clinical Gaps: Multi-Dataset Integration for Reliable Multi-Class Lung Disease Classification with DeepCRINet and Occlusion Sensitivity 1-gen-2024 Ullah, N.; Khan, J. A.; De Falco, I.; Sannino, G.
Cross-domain Super-Resolution in Medical Imaging 1-gen-2024 Bevilacqua, V.; Di Marino, A.; Di Nardo, E.; Ciaramella, A.; De Falco, I.; Sannino, G.
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
A Novel Deep Learning Approach for Colon and Lung Cancer Classification Using Histopathological Images 1-gen-2023 Ullah, Naeem; DE FALCO, Ivanoe; Sannino, Giovanna
AI4Health 2023 Workshop 1-gen-2023 Sannino, G.; De Falco, I.; Celesti, A.; Carnevale, L.; Silva, E. F.
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