Marta Lenatti

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Support Vector Data Description

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Alberto Carlevaro, Marta Lenatti, Alessia Paglialonga, Maurizio Mongelli
Multiclass Counterfactual Explanations Using Support Vector Data Description. IEEE Trans. Artif. Intell. 5 (6) (2024)
Federica Guida, Marta Lenatti, Karim Keshavjee, Alireza Khatami, Aziz Guergachi, Alessia Paglialonga
Characterization of Inclination Analysis for Predicting Onset of Heart Failure from Primary Care Electronic Medical Records. Sensors 23 (9) (2023)
Alessia Paglialonga, Edoardo Maria Polo, Marta Lenatti, Maximiliano Mollura, Riccardo Barbieri
A Screening Platform for Hearing Loss and Cognitive Decline: WHISPER (Widespread Hearing Impairment Screening and PrEvention of Risk). EFMI-STC (2023)
Davide Simeone, Marta Lenatti, Constantino Lagoa, Karim Keshavjee, Aziz Guergachi, Fabrizio Dabbene, Alessia Paglialonga
Multi-Input Multi-Output Dynamic Modelling of Type 2 Diabetes Progression. EFMI-STC (2023)
Marta Lenatti, Sara Narteni, Alessia Paglialonga, Vittorio Rampa, Maurizio Mongelli
Dual-View Single-Shot Multibox Detector at Urban Intersections: Settings and Performance Evaluation. Sensors 23 (6) (2023)
Marta Lenatti, Alessia Paglialonga, Vanessa Orani, Melissa Ferretti, Maurizio Mongelli
Characterization of Synthetic Health Data Using Rule-Based Artificial Intelligence Models. IEEE J. Biomed. Health Informatics 27 (8) (2023)
Marta Lenatti, Alberto Carlevaro, Karim Keshavjee, Aziz Guergachi, Alessia Paglialonga, Maurizio Mongelli
Characterization of Type 2 Diabetes Using Counterfactuals and Explainable AI. MIE (2022)
Alberto Carlevaro, Marta Lenatti, Alessia Paglialonga, Maurizio Mongelli
Counterfactual Building and Evaluation via eXplainable Support Vector Data Description. IEEE Access 10 (2022)
Edoardo Maria Polo, Maximiliano Mollura, Marco Zanet, Marta Lenatti, Alessia Paglialonga, Riccardo Barbieri
Analysis of the Effect of Emotion Elicitation on the Cardiovascular System. CinC (2021)
Marco Zanet, Edoardo Maria Polo, Marta Lenatti, Toon van Waterschoot, Maurizio Mongelli, Riccardo Barbieri, Alessia Paglialonga
Evaluation of a Novel Speech-in-Noise Test for Hearing Screening: Classification Performance and Transducers' Characteristics. IEEE J. Biomed. Health Informatics 25 (12) (2021)
Edoardo Maria Polo, Maximiliano Mollura, Marta Lenatti, Marco Zanet, Alessia Paglialonga, Riccardo Barbieri
Emotion recognition from multimodal physiological measurements based on an interpretable feature selection method. EMBC (2021)
Edoardo Maria Polo, Marco Zanet, Marta Lenatti, Toon van Waterschoot, Riccardo Barbieri, Alessia Paglialonga
Development and Evaluation of a Novel Method for Adult Hearing Screening: Towards a Dedicated Smartphone App. HealthyIoT (2020)