Marta Lenatti

15 papers Journal 7Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
Counterfactual Inference Using Ordinary Differential Equations to Assess the Effect of Physical Activity on Type 2 Diabetes Onset.
AIME (1)
Marta Lenatti, Marco Zaffalon, Alessandro Antonucci, Pierluigi Francesco De Paola, Lea Multerer, Maurizio Mongelli, Alessia Paglialonga, Laura Azzimonti
2025 J jnl
Estimation and Conformity Evaluation of Multi-Class Counterfactual Explanations for Chronic Disease Prevention.
IEEE J. Biomed. Health Informatics
Marta Lenatti, Alberto Carlevaro, Aziz Guergachi, Karim Keshavjee, Maurizio Mongelli, Alessia Paglialonga
2024 — conf
Exploring Prediabetes Pathways Using Explainable AI on Data from Electronic Medical Records.
MIE
Davide Console, Marta Lenatti, Karim Keshavjee, Aziz Guergachi, Maurizio Mongelli, Alessia Paglialonga
2024 J jnl
Multiclass Counterfactual Explanations Using Support Vector Data Description.
IEEE Trans. Artif. Intell.
Alberto Carlevaro, Marta Lenatti, Alessia Paglialonga, Maurizio Mongelli
2023 — conf
A Screening Platform for Hearing Loss and Cognitive Decline: WHISPER (Widespread Hearing Impairment Screening and PrEvention of Risk).
EFMI-STC
Alessia Paglialonga, Edoardo Maria Polo, Marta Lenatti, Maximiliano Mollura, Riccardo Barbieri
2023 J jnl
Characterization of Inclination Analysis for Predicting Onset of Heart Failure from Primary Care Electronic Medical Records.
Sensors
Federica Guida, Marta Lenatti, Karim Keshavjee, Alireza Khatami, Aziz Guergachi, Alessia Paglialonga
2023 J jnl
Characterization of Synthetic Health Data Using Rule-Based Artificial Intelligence Models.
IEEE J. Biomed. Health Informatics
Marta Lenatti, Alessia Paglialonga, Vanessa Orani, Melissa Ferretti, Maurizio Mongelli
2023 J jnl
Dual-View Single-Shot Multibox Detector at Urban Intersections: Settings and Performance Evaluation.
Sensors
Marta Lenatti, Sara Narteni, Alessia Paglialonga, Vittorio Rampa, Maurizio Mongelli
2023 — conf
Multi-Input Multi-Output Dynamic Modelling of Type 2 Diabetes Progression.
EFMI-STC
Davide Simeone, Marta Lenatti, Constantino Lagoa, Karim Keshavjee, Aziz Guergachi, Fabrizio Dabbene, Alessia Paglialonga
2022 — conf
Characterization of Type 2 Diabetes Using Counterfactuals and Explainable AI.
MIE
Marta Lenatti, Alberto Carlevaro, Karim Keshavjee, Aziz Guergachi, Alessia Paglialonga, Maurizio Mongelli
2022 J jnl
Counterfactual Building and Evaluation via eXplainable Support Vector Data Description.
IEEE Access
Alberto Carlevaro, Marta Lenatti, Alessia Paglialonga, Maurizio Mongelli
2021 — conf
Analysis of the Effect of Emotion Elicitation on the Cardiovascular System.
CinC
Edoardo Maria Polo, Maximiliano Mollura, Marco Zanet, Marta Lenatti, Alessia Paglialonga, Riccardo Barbieri
2021 — conf
Emotion recognition from multimodal physiological measurements based on an interpretable feature selection method.
EMBC
Edoardo Maria Polo, Maximiliano Mollura, Marta Lenatti, Marco Zanet, Alessia Paglialonga, Riccardo Barbieri
2021 J jnl
Evaluation of a Novel Speech-in-Noise Test for Hearing Screening: Classification Performance and Transducers' Characteristics.
IEEE J. Biomed. Health Informatics
Marco Zanet, Edoardo Maria Polo, Marta Lenatti, Toon van Waterschoot, Maurizio Mongelli, Riccardo Barbieri, Alessia Paglialonga
2020 — conf
Development and Evaluation of a Novel Method for Adult Hearing Screening: Towards a Dedicated Smartphone App.
HealthyIoT
Edoardo Maria Polo, Marco Zanet, Marta Lenatti, Toon van Waterschoot, Riccardo Barbieri, Alessia Paglialonga