Marta Lenatti

According to our database, Marta Lenatti authored at least 15 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Estimation and Conformity Evaluation of Multi-Class Counterfactual Explanations for Chronic Disease Prevention.

Marta Lenatti, Alberto Carlevaro, Aziz Guergachi, Karim Keshavjee, Maurizio Mongelli, Alessia Paglialonga

IEEE J. Biomed. Health Informatics, September, 2025

Counterfactual Inference Using Ordinary Differential Equations to Assess the Effect of Physical Activity on Type 2 Diabetes Onset.

Marta Lenatti, Marco Zaffalon, Alessandro Antonucci, Pierluigi Francesco De Paola, Lea Multerer, Maurizio Mongelli, Alessia Paglialonga, Laura Azzimonti

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

2024

Multiclass Counterfactual Explanations Using Support Vector Data Description.

Alberto Carlevaro, Marta Lenatti, Alessia Paglialonga, Maurizio Mongelli

IEEE Trans. Artif. Intell., June, 2024

Exploring Prediabetes Pathways Using Explainable AI on Data from Electronic Medical Records.

Davide Console, Marta Lenatti, Karim Keshavjee, Aziz Guergachi, Maurizio Mongelli, Alessia Paglialonga

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

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, August, 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, March, 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

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

Proceedings of the Telehealth Ecosystems in Practice, 2023

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

Proceedings of the Telehealth Ecosystems in Practice, 2023

2022

Counterfactual Building and Evaluation via eXplainable Support Vector Data Description.

Alberto Carlevaro, Marta Lenatti, Alessia Paglialonga, Maurizio Mongelli

IEEE Access, 2022

Characterization of Type 2 Diabetes Using Counterfactuals and Explainable AI.

Marta Lenatti, Alberto Carlevaro, Karim Keshavjee, Aziz Guergachi, Alessia Paglialonga, Maurizio Mongelli

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

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

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

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Analysis of the Effect of Emotion Elicitation on the Cardiovascular System.

Edoardo Maria Polo, Maximiliano Mollura, Marco Zanet, Marta Lenatti, Alessia Paglialonga, Riccardo Barbieri

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020

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

Proceedings of the IoT Technologies for HealthCare - 7th EAI International Conference, 2020