| 2026 | CCGRID | Acoustic Features as Potential Vocal Biomarkers for Multiple Sclerosis. | Salvatore Giugliano, Ilaria Basile, Raffaele Dubbioso, Rosa Iodice, Lucia Aruta, Giovanna Sannino |
| 2025 | CBMS | Remote Monitoring of Rehabilitation Exercises Through Motion Assessment. | Ilaria Basile, Giovanna Sannino |
| 2025 | FedCSIS | Optimizing Deep Learning for Cotton Leaf Disease Detection Using Meta-Heuristic Feature Selection Algorithms. | Naeem Ullah, Francisco Martnez-lvarez, Ivanoe De Falco, Giovanna Sannino |
| 2025 | IJCNN | Enhancing Alzheimer's Disease Detection Using LLM-Generated Synthetic Data and Multi-Level Embeddings. | Venkata Sai Bhargav Mutala, Seyedamin Pouriyeh, Reza M. Parizi, Chloe Yixin Xie, Alessandro Santopaolo, Ilaria Basile, Giovanna Sannino |
| 2025 | ISCC | Enhancing Alzheimer's Diagnosis Through Spontaneous Speech Recognition: Deep Learning Approach with Data Augmentation. | Venkata Sai Bhargav Mutala, Seyedamin Pouriyeh, Chloe Yixin Xie, Meng Han, Ilaria Basile, Giovanna Sannino |
| 2025 | ISCC | Enhancing AI Explainability and Performance in Pulmonary Condition Classification with Data Segmentation and Augmentation. | Naeem Ullah, Francisco Martnez-lvarez, Ivanoe De Falco, Giovanna Sannino |
| 2025 | KES | Interpretable vs. Post-Hoc Explained Models for Digital Twin Applications in Clinical Forecasting: A Multiple Sclerosis Case Study. | Salvatore Giugliano, Ilaria Basile, Giovanna Sannino |
| 2024 | ISCC | Cross-domain Super-Resolution in Medical Imaging. | Vincenzo Bevilacqua, Antonio Di Marino, Emanuel Di Nardo, Angelo Ciaramella, Ivanoe De Falco, Giovanna Sannino |
| 2024 | ISCC | Stress Detection Using Multimodal Physiological Signals With Machine Learning From Wearable Devices. | Pranita Subhash Shedage, Seyedamin Pouriyeh, Reza M. Parizi, Meng Han, Giovanna Sannino, Nasrin Dehbozorgi |
| 2024 | ISCC | Bridging Clinical Gaps: Multi-Dataset Integration for Reliable Multi-Class Lung Disease Classification with DeepCRINet and Occlusion Sensitivity. | Naeem Ullah, Javed Ali Khan, Ivanoe De Falco, Giovanna Sannino |
| 2021 | CHASE | Automatic Extraction of Interpretable Knowledge to Predict the Survival of Patients with Heart Failure. | Giovanna Sannino, Giuseppe De Pietro, Ivanoe De Falco |
| 2020 | GLOBECOM | Photoplethysmography and Machine Learning for the Hypertension Risk Stratification. | Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro |
| 2018 | ISCC | Deep Neural Network Hyper-Parameter Setting for Classification of Obstructive Sleep Apnea Episodes. | Ivanoe De Falco, Giuseppe De Pietro, Giovanna Sannino, Umberto Scafuri, Ernesto Tarantino, Antonio Della Cioppa, Giuseppe A. Trunfio |
| 2017 | ISCC | A comprehensive investigation and comparison of Machine Learning Techniques in the domain of heart disease. | Seyed Amin Pouriyeh, Sara Vahid, Giovanna Sannino, Giuseppe De Pietro, Hamid R. Arabnia, Juan B. Gutierrez |
| 2016 | HealthCom | Easy fall risk assessment by estimating the Mini-BES test score. | Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro |
| 2016 | ISCC | New trends in Biotechnology: The point on NGS Cloud computing solutions. | Antonio Celesti, Maria Fazio, Fabrizio Celesti, Giovanna Sannino, Salvatore Campo, Massimo Villari |
| 2015 | ICCS | A Novel O(n) Numerical Scheme for ECG Signal Denoising. | Salvatore Cuomo, Giuseppe De Pietro, Raffaele Farina, Ardelio Galletti, Giovanna Sannino |
| 2015 | IRI | On Finding Explicit Rules for Personalized Forecasting of Obstructive Sleep Apnea Episodes. | Ivanoe De Falco, Giuseppe De Pietro, Giovanna Sannino |
| 2015 | ICTAI | Genetic Programming for a Wearable Approach to Estimate Blood Pressure Embedded in a Mobile-Based Health System. | Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro |
| 2013 | DeSE | Automatic Extraction of an Effective Rule Set for Fall Detection for a Real-Time Mobile Monitoring System. | Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro |
| 2013 | HealthCom | Detecting Obstructive Sleep Apnea events in a real-time mobile monitoring system through automatically extracted sets of rules. | Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro |
| 2013 | IRI | Automatic extraction of effective rule sets for Obstructive Sleep Apnea detection for a real-time mobile monitoring system. | Giovanna Sannino, Ivanoe De Falco, Giuseppe De Pietro |
| 2011 | DeSE | An Evolved eHealth Monitoring System for a Nuclear Medicine Department. | Giovanna Sannino, Giuseppe De Pietro |