| Evaluation of machine learning algorithms and explainability techniques to detect hearing loss from a speech-in-noise screening test M Lenatti, PA Moreno-Sánchez, EM Polo, M Mollura, R Barbieri, ... American Journal of Audiology 31 (3S), 961-979, 2022 | 18 | 2022 |
| Counterfactual building and evaluation via eXplainable support vector data description A Carlevaro, M Lenatti, A Paglialonga, M Mongelli IEEE Access 10, 60849-60861, 2022 | 14 | 2022 |
| A novel method to derive personalized minimum viable recommendations for type 2 diabetes prevention based on counterfactual explanations M Lenatti, A Carlevaro, A Guergachi, K Keshavjee, M Mongelli, ... Plos one 17 (11), e0272825, 2022 | 8 | 2022 |
| Emotion recognition from multimodal physiological measurements based on an interpretable feature selection method EM Polo, M Mollura, M Lenatti, M Zanet, A Paglialonga, R Barbieri 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 7 | 2021 |
| Evaluation of a Novel Speech-in-Noise Test for Hearing Screening: Classification Performance and Transducers’ Characteristics M Zanet, EM Polo, M Lenatti, T van Waterschoot, M Mongelli, R Barbieri, ... IEEE Journal of Biomedical and Health Informatics 25 (12), 4300-4307, 2021 | 7 | 2021 |
| Development and evaluation of a novel method for adult hearing screening: Towards a dedicated smartphone app EM Polo, M Zanet, M Lenatti, T van Waterschoot, R Barbieri, ... International Conference on IoT Technologies for HealthCare, 3-19, 2020 | 6 | 2020 |
| Characterization of Synthetic Health Data Using Rule-Based Artificial Intelligence Models M Lenatti, A Paglialonga, V Orani, M Ferretti, M Mongelli IEEE Journal of Biomedical and Health Informatics, 2023 | 4 | 2023 |
| Characterization of Type 2 Diabetes Using Counterfactuals and Explainable AI M Lenatti, A Carlevaro, K Keshavjee, A Guergachi, A Paglialonga, ... Challenges of Trustable AI and Added-Value on Health, 98-103, 2022 | 3 | 2022 |
| Analysis of the Effect of Emotion Elicitation on the Cardiovascular System EM Polo, M Mollura, M Zanet, M Lenatti, A Paglialonga, R Barbieri 2021 Computing in Cardiology (CinC) 48, 1-4, 2021 | 3 | 2021 |
| Dual-View Single-Shot Multibox Detector at Urban Intersections: Settings and Performance Evaluation M Lenatti, S Narteni, A Paglialonga, V Rampa, M Mongelli Sensors 23 (6), 3195, 2023 | 2 | 2023 |
| Automated detection of hearing loss by machine learning approaches applied to speech-in-noise testing for adult hearing screening M LENATTI Italy, 2020 | 2 | 2020 |
| Multi-Class Counterfactual Explanations using Support Vector Data Description A Carlevaro, M Lenatti, A Paglialonga, M Mongelli IEEE Transactions on Artificial Intelligence, 2023 | 1 | 2023 |
| Multi-Input Multi-Output Dynamic Modelling of Type 2 Diabetes Progression K KESHAVJEE, A GUERGACHI, F DABBENE, A PAGLIALONGA Telehealth Ecosystems in Practice: Proceedings of the EFMI Special Topic …, 2023 | 1 | 2023 |
| Characterization of Inclination Analysis for Predicting Onset of Heart Failure from Primary Care Electronic Medical Records F Guida, M Lenatti, K Keshavjee, A Khatami, A Guergachi, A Paglialonga Sensors 23 (9), 4228, 2023 | | 2023 |
