Generation and validation of a classification model to diagnose familial hypercholesterolaemia in adults.

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J. Albuquerque, A. Medeiros, A. Alves, Cinthia Elim Jannes, R. Mancina, C. Pavanello, J. Chora, Giuliana Mombelli, L. Calabresi, A. C. Pereira, José Eduardo Krieger, Stefano Romeo, M. Bourbon, Marília Antunes

Atherosclerosis, vol. 383, 2023 Oct, pp. 117314

Performance comparison of different classification algorithms applied to the diagnosis of familial hypercholesterolemia in paediatric subjects

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J. Albuquerque, A. Medeiros, A. Alves, M. Bourbon, M. Antunes

Scientific reports, vol. 12(1), 2022, p. 1164

Comparative study on the performance of different classification algorithms, combined with pre- and post-processing techniques to handle imbalanced data, in the diagnosis of adult patients with familial hypercholesterolemia

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J. Albuquerque, A. Medeiros, A. Alves, M. Bourbon, M. Antunes

PloS one, vol. 17(6), 2022, pp. e0269713