Development and Evaluation of a Novel Method for Adult Hearing Screening: Towards a Dedicated Smartphone App. - Edoardo Maria Polo; Marco Zanet; Marta Lenatti; Toon van Waterschoot; Riccardo Barbieri; Alessia Paglialonga (HealthyIoT, 2020)

Analysis of the Effect of Emotion Elicitation on the Cardiovascular System. - Edoardo Maria Polo; Maximiliano Mollura; Marco Zanet; Marta Lenatti; Alessia Paglialonga; Riccardo Barbieri (CinC, 2021)

Emotion recognition from multimodal physiological measurements based on an interpretable feature selection method. - Edoardo Maria Polo; Maximiliano Mollura; Marta Lenatti; Marco Zanet; Alessia Paglialonga; Riccardo Barbieri (EMBC, 2021)

Evaluation of a Novel Speech-in-Noise Test for Hearing Screening: Classification Performance and Transducers' Characteristics. - Marco Zanet; Edoardo Maria Polo; Marta Lenatti; Toon van Waterschoot; Maurizio Mongelli; Riccardo Barbieri; Alessia Paglialonga (IEEE J. Biomed. Health Informatics, 2021)

Characterization of Type 2 Diabetes Using Counterfactuals and Explainable AI. - Marta Lenatti; Alberto Carlevaro; Karim Keshavjee; Aziz Guergachi; Alessia Paglialonga; Maurizio Mongelli (MIE, 2022)

Counterfactual Building and Evaluation via eXplainable Support Vector Data Description. - Alberto Carlevaro; Marta Lenatti; Alessia Paglialonga; Maurizio Mongelli (IEEE Access, 2022)

A Screening Platform for Hearing Loss and Cognitive Decline: WHISPER (Widespread Hearing Impairment Screening and PrEvention of Risk). - Alessia Paglialonga; Edoardo Maria Polo; Marta Lenatti; Maximiliano Mollura; Riccardo Barbieri (EFMI-STC, 2023)

Multi-Input Multi-Output Dynamic Modelling of Type 2 Diabetes Progression. - Davide Simeone; Marta Lenatti; Constantino Lagoa; Karim Keshavjee; Aziz Guergachi; Fabrizio Dabbene; Alessia Paglialonga (EFMI-STC, 2023)

Characterization of Inclination Analysis for Predicting Onset of Heart Failure from Primary Care Electronic Medical Records. - Federica Guida; Marta Lenatti; Karim Keshavjee; Alireza Khatami; Aziz Guergachi; Alessia Paglialonga (Sensors, 2023)

Dual-View Single-Shot Multibox Detector at Urban Intersections: Settings and Performance Evaluation. - Marta Lenatti; Sara Narteni; Alessia Paglialonga; Vittorio Rampa; Maurizio Mongelli (Sensors, 2023)

Characterization of Synthetic Health Data Using Rule-Based Artificial Intelligence Models. - Marta Lenatti; Alessia Paglialonga; Vanessa Orani; Melissa Ferretti; Maurizio Mongelli (IEEE J. Biomed. Health Informatics, 2023)

Exploring Prediabetes Pathways Using Explainable AI on Data from Electronic Medical Records. - Davide Console; Marta Lenatti; Karim Keshavjee; Aziz Guergachi; Maurizio Mongelli; Alessia Paglialonga (MIE, 2024)

Multiclass Counterfactual Explanations Using Support Vector Data Description. - Alberto Carlevaro; Marta Lenatti; Alessia Paglialonga; Maurizio Mongelli (IEEE Trans. Artif. Intell., 2024)

Counterfactual Inference Using Ordinary Differential Equations to Assess the Effect of Physical Activity on Type 2 Diabetes Onset. - Marta Lenatti; Marco Zaffalon; Alessandro Antonucci 001; Pierluigi Francesco De Paola; Lea Multerer; Maurizio Mongelli; Alessia Paglialonga; Laura Azzimonti (AIME (1), 2025)