CNR Institutional Research Information System

DE FALCO, IVANOE

DE FALCO, IVANOE  

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

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Titolo Data di pubblicazione Autore(i) File
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
Model-Free-Communication Federated Learning: Framework and application to Precision Medicine 1-gen-2024 DE FALCO, Ivanoe; Della Cioppa, A; Koutny, T; Scafuri, U; Tarantino, E
NEvoFed: A Decentralized Approach to Federated NeuroEvolution of Heterogeneous Neural Networks 1-gen-2024 Custode, L. L.; De Falco, I.; Della Cioppa, A.; Iacca, G.; Scafuri, U.
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 Federated Learning-Inspired Evolutionary Algorithm: Application to Glucose Prediction 1-gen-2023 DE FALCO, Ivanoe; Della Cioppa, Antonio; Koutny, Tomas; Ubl, Martin; Krcma, Michal; Scafuri, Umberto; Tarantino, Ernesto
A Novel Deep Learning Approach for Colon and Lung Cancer Classification Using Histopathological Images 1-gen-2023 Ullah, Naeem; DE FALCO, Ivanoe; Sannino, Giovanna
Intelligent Systems for Clinical Care and Remote Patient Monitoring 1-gen-2023 Sannino, Giovanna; Celesti, Antonio; DE FALCO, Ivanoe
Reducing high-risk glucose forecasting errors by evolving interpretable models for Type 1 diabetes 1-gen-2023 Della Cioppa, A; DE FALCO, Ivanoe; Koutny, T; Scafuri, U; Ubl, M; Tarantino, E
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 Two-Step Approach for Classification in Alzheimer's Disease 1-gen-2022 De Falco, I; De Pietro, G; Sannino, G
An Evolution-based Machine Learning Approach for Inducing Glucose Prediction Models 1-gen-2022 DE FALCO, Ivanoe; Della Cioppa, Antonio; Koutny, Tomas; Scafuri, Umberto; Tarantino, Ernesto; Ubl, Martin
Can Different Impacts of Covid-19 on Different Countries Be Explained? a Preliminary Machine Learning Experiment 1-gen-2022 DE FALCO, Ivanoe; Della Cioppa, Antonio; Scafuri, Umberto; Tarantino, Ernesto
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
Distributed Assessment of Virtual Insulin-Pump Settings Using SmartCGMS and DMMS.R for Diabetes Treatment 1-gen-2022 Ubl, Martin; Koutny, Tomas; Della Cioppa, Antonio; DE FALCO, Ivanoe; Tarantino, Ernesto; Scafuri, Umberto
Artificial intelligence for health 1-gen-2021 Celesti, Antonio; De Falco, Ivanoe; Galletta, Antonino; 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
Differential evolution to estimate the parameters of a SEIAR model with dynamic social distancing: the case of COVID-19 in Italy 1-gen-2021 DE FALCO, Ivanoe; Della Cioppa, A; Scafuri, U; Tarantino, E