SANNINO, GIOVANNA
SANNINO, GIOVANNA
Istituto di Calcolo e Reti ad Alte Prestazioni - ICAR - Sede Secondaria Napoli
Blood glucose level prediction in type 1 diabetes: A comparative analysis of interpretable artificial intelligence approaches
2024 Basile, Ilaria; Sannino, Giovanna
Bridging Clinical Gaps: Multi-Dataset Integration for Reliable Multi-Class Lung Disease Classification with DeepCRINet and Occlusion Sensitivity
2024 Ullah, N.; Khan, J. A.; De Falco, I.; Sannino, G.
Cross-domain Super-Resolution in Medical Imaging
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
2024 Ullah, Naeem; Khan, Javed Ali; De Falco, Ivanoe; Sannino, Giovanna
Precision medicine in ALS: Identification of new acoustic markers for dysarthria severity assessment
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
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
2023 Ullah, Naeem; DE FALCO, Ivanoe; Sannino, Giovanna
AI4Health 2023 Workshop
2023 Sannino, G.; De Falco, I.; Celesti, A.; Carnevale, L.; Silva, E. F.
CNN-based classification of phonocardiograms using fractal techniques
2023 Riccio, Daniel; Brancati, Nadia; Sannino, Giovanna; Verde, Laura; Frucci, Maria
Intelligent Systems for Clinical Care and Remote Patient Monitoring
2023 Sannino, Giovanna; Celesti, Antonio; DE FALCO, Ivanoe
Privacy-Enhancing Technologies in Federated Learning for the Internet of Healthcare Things: A Survey
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"
2023 Celesti, Antonio; De Falco, Ivanoe; Galletta, Antonino; Sannino, Giovanna
A Deep Learning Approach for Voice Disorder Detection for Smart Connected Living Environments
2022 Verde, L; Brancati, N; DE PIETRO, Giuseppe; Frucci, M; Sannino, G
A Two-Step Approach for Classification in Alzheimer's Disease
2022 De Falco, I; De Pietro, G; Sannino, G
Analysis of 1D biomedical signals through AI based approaches for image processing
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
2022 De Falco, I; De Pietro, G; Sannino, G
Wearable Sensor Signals: An Overview of the AI Models Most Commonly Applied to Time Series Data Analysis
2022 Verde, L; Sannino, G
Artificial intelligence for health
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
2021 Verde, Laura; De Pietro, Giuseppe; Sannino, Giovanna
Automatic Extraction of Interpretable Knowledge to Predict the Survival of Patients with Heart Failure
2021 Sannino, Giovanna; DE PIETRO, Giuseppe; DE FALCO, Ivanoe
Titolo | Data di pubblicazione | Autore(i) | File |
---|---|---|---|
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 | |
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 | |
Wearable Sensor Signals: An Overview of the AI Models Most Commonly Applied to Time Series Data Analysis | 1-gen-2022 | Verde, L; 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 | |
Automatic Extraction of Interpretable Knowledge to Predict the Survival of Patients with Heart Failure | 1-gen-2021 | Sannino, Giovanna; DE PIETRO, Giuseppe; DE FALCO, Ivanoe |