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LENATTI, Marta

LENATTI, Marta  

Istituto di Elettronica e di Ingegneria dell'Informazione e delle Telecomunicazioni - IEIIT  

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Titolo Data di pubblicazione Autore(i) File
Estimation and Conformity Evaluation of Multi-Class Counterfactual Explanations for Chronic Disease Prevention 1-gen-2024 Lenatti, M.; Carlevaro, A.; Guergachi, A.; Keshavjee, K.; Mongelli, M.; Paglialonga, A.
Exploring prediabetes pathways using explainable AI on data from electronic medical records 1-gen-2024 Console, Davide; Lenatti, Marta; Simeone, Davide; Keshavjee, Karim; Guergachi, Aziz; Mongelli, Maurizio; Paglialonga, Alessia
Multi-Class Counterfactual Explanations using Support Vector Data Description 1-gen-2024 Carlevaro, Alberto; Lenatti, Marta; Paglialonga, Alessia; Mongelli, Maurizio
A Screening Platform for Hearing Loss and Cognitive Decline: WHISPER (Widespread Hearing Impairment Screening and PrEvention of Risk), 1-gen-2023 Paglialonga, A; Polo, Em; Lenatti, M; Mollura, M; Barbieri, R
Characterization of inclination analysis for predicting onset of heart failure from primary care electronic medical records 1-gen-2023 Guida, F; Lenatti, M; Keshavjee, K; Khatami, A; Guergachi, A; Paglialonga, A
Characterization of synthetic health data using rule-based artificial intelligence models 1-gen-2023 Lenatti, Marta; Paglialonga, Alessia; Orani, Vanessa; Ferretti, Melissa; Mongelli, Maurizio
Dual-View Single-Shot Multibox Detector at Urban Intersections: Settings and Performance Evaluation 1-gen-2023 Lenatti, M.; Narteni, S.; Paglialonga, A.; Rampa, V.; Mongelli, M.
Multi-Input Multi-Output Dynamic Modelling of Type 2 Diabetes Progression 1-gen-2023 Simeone, D; Lenatti, M; Lagoa, C; Keshavjee, K; Guergachi, A; Dabbene, F; Paglialonga, A
Towards a digital twin for personalized diabetes prevention: the PRAESIIDIUM project 1-gen-2023 Paglialonga A.; Lenatti M.; Simeone D.; De Paola P.F.; Carlevaro A.; Mongelli M.; Dabbene F.; Castiglione F.; Palumbo M.C.; Stolfi P.; Tieri P.
A novel method to derive personalized minimum viable recommendations for type 2 diabetes prevention based on counterfactual explanations 1-gen-2022 Lenatti, M.; Carlevaro, A.; Keshavjee, K.; Guergachi, A.; Mongelli, M.; Paglialonga, A.
Characterization of Type 2 Diabetes Using Counterfactuals and Explainable AI 1-gen-2022 Lenatti, M.; Carlevaro, A.; Keshavjee, K.; Guergachi, A.; Paglialonga, A.; Mongelli, M.
Counterfactual Building and Evaluation via eXplainable Support Vector Data Description 1-gen-2022 Carlevaro, A.; Lenatti, M.; Paglialonga, A.; Mongelli, M.
Evaluation of Machine Learning Algorithms and Explainability Techniques to Detect Hearing Loss From a Speech-in-Noise Screening Test 1-gen-2022 Lenatti, M.; Moreno Sánchez, P. A.; Polo, E. M.; Mollura, M.; Barbieri, R.; Paglialonga, A.
eXplainable and Reliable AI Approaches to Trustworthy AI 1-gen-2022 Mongelli, Maurizio; Carlevaro, Alberto; Lenatti, Marta; Mammarella, Martina; Muselli, Marco; Narteni, Sara; Orani, Vanessa; Paglialonga, Alessia; Dabbene, Fabrizio
Evaluation of a Novel Speech-in-Noise Test for Hearing Screening: Classification Performance and Transducers' Characteristics 1-gen-2021 Zanet, M.; Polo, E. M.; Lenatti, M.; van Waterschoot, T.; Mongelli, M.; Barbieri, R.; Paglialonga, A.