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Antonello Maruotti on Muck Rack

Antonello Maruotti

As seen in: MSN, Color Research & Application, Nature, Wiley, Wiley Online Library, BMJ Open, BMJ Quality & Safety, MDPI, SAGE Publishing, Taylor & Francis Online and
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Articles

Dataset effects outweigh algorithmic effects in determining fairness of healthcare machine learning

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By Mohamed Elgendi, Azza Elkhalifa, Ahsan H Khandoker, Antonello Maruotti, Hao Zhou, Carlo Menon, Rabab Ward
| Nature Verified
Abstract Ensuring fairness in clinical machine learning is a major concern, yet the dominant driver of unequal performance across sex groups remains unclear: is it the dataset or the algorithm.
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A Statistical Learning‐Based Clustering Model With Features Selection to Identify Dyslexia in School‐Aged Children

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By Michele Maiella, Martina Benedetti, Antonello Maruotti
| Wiley Online Library Verified
1 Introduction While reading ability remains fundamental to the identification of dyslexia, current approaches increasingly recognise it as a multidimensional condition.
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On the robustness of the Chao's estimator with covariate information and measurement error for population size estimation

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By Francesco Dotto, Antonello Maruotti
| Taylor & Francis Online
Advanced search Statistics A Journal of Theoretical and Applied Statistics Latest Articles Submit an article Journal homepage Full Article Figures & data References Citations Metrics Reprints & Permissions Read this article /doi/full/10.1080/02331888.2025.2555854?needAccess=true Abstract This research presents a contribution to the field of capture-recapture count data analysis, focusing on the robustness of Chao's estimator to measurement error when covariate information is incorporated.
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