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Polyxenia Gkontra

University of Barcelona

Gran Via de les Corts Catalanes, 585

Barcelona, 08007

Spain

  • University of Barcelona

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Scholarly Papers (1)

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Cardiometabolic Risk Estimation Using Exposome Data and Machine Learning

Number of pages: 12 Posted: 08 Mar 2023
Angélica María Atehortúa Labrador, Polyxenia Gkontra, Marina Camacho, Oliver Diaz, Maria Bulgheroni, Valentina Simonetti, Marc Chadeau-Hyam, Janine F. Felix, Sylvain P. Sébert and Karim Lekadir
Universitat de Barcelona, University of Barcelona, University of Barcelona, Universitat de Barcelona, Ab.Acus srl, R&D Ab.Acus s.r.l, Imperial College London - Department of Epidemiology and Biostatistics, Erasmus University Rotterdam (EUR) - Erasmus Medical Center (MC), University of Oulu - Centre for Life Course Health Research and Universitat de Barcelona
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Abstract:

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Exposure data, Cardiovascular disease, Type 2 diabetes, XGBoost, Explainability, Fairness