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Author

Ileana Baldi

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Open access Oct 2026

Eating detection from smartwatch sensors under subject-independent validation

Abstract Background Accurate dietary assessment is essential for preventing non-communicable diseases, yet self-reported methods are unreliable. Wearable devices offer a scalable alternative, but most studies rely on research-grade sensors and within-subject validation, leading to overoptimistic results. Methods We eva...

L. Vedovelli, M. Bhuyan, C. Lanera et al. · 0 citations
Book Open access 2025

Variable Selection in Generalized Linear Models

Abstract This chapter provides a comprehensive overview of variable selection techniques within the framework of generalized linear models (GLMs), focusing on their application in clinical epidemiology using real-world data from the All of Us Research Program. Both frequentist and Bayesian approaches are explored in de...

N. M. Khan, Ileana Baldi, M. V. Chiaruttini et al. · 0 citations
Open access Sep 2026

A Novel Framework for Conducting Meta-Analysis of Patient Preference Studies

INTRODUCTION: Information about patients’ priorities and treatment preferences is essential to guide decision-making processes along medical product life cycles. Discrete choice experiments (DCEs) are one of the most common methods to elicit patient preferences. Through the use of a robust methodology rooted on random...

Matteo Bracco, E. Pietropaolo, Martina di Blasio et al. · 0 citations

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