Marta Lenatti

Statistics

Publications

Citations

114

H-Index

Active since

2021

Affiliations

Institute of Electronics, Computer and Telecommunication Engineering(Current)

National Research Council

University of Genoa

Politecnico di Milano

Sapienza University of Rome

Marta Lenatti is an author at Institute of Electronics, Computer and Telecommunication Engineering specializing in computing, machine learning, and explainable machine learning.

ORCID

Publications per year

2021–2023

Publications

Evaluation of Machine Learning Algorithms and Explainability Techniques to Detect Hearing Loss From a Speech-in-Noise Screening Test

Marta Lenatti, Pedro A. Moreno-Sánchez, Edoardo Maria Polo et al. · American Journal of Audiology · 2022 · 33 citations · Full text

Computing, Audiology, Computer Science +16

Characterization of Synthetic Health Data Using Rule-Based Artificial Intelligence Models

Marta Lenatti, Alessia Paglialonga, Vanessa Orani et al. · IEEE Journal of Biomedical and Health Informatics · 2023 · 23 citations · Full text

Computing, Computer Science, Health Informatics +17

A novel method to derive personalized minimum viable recommendations for type 2 diabetes prevention based on counterfactual explanations

Marta Lenatti, Alberto Carlevaro, Aziz Guergachi et al. · PLoS ONE · 2022 · 21 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17

Counterfactual Building and Evaluation via eXplainable Support Vector Data Description

Alberto Carlevaro, Marta Lenatti, Alessia Paglialonga et al. · IEEE Access · 2022 · 15 citations · Full text

Computing, Automotive Engineering, Systems Engineering +12

Emotion recognition from multimodal physiological measurements based on an interpretable feature selection method

Edoardo Maria Polo, Maximiliano Mollura, Marta Lenatti et al. · 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) · 2021 · 11 citations

Computing, Physiology, Biomedical Signal Processing +15

1–5 of 6