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

Familial Hypercholesterolemia (FH) is an inherited disorder of cholesterol metabolism. Current criteria for FH diagnosis, like Simon Broome (SB) criteria, lead to high false positive rates. The aim of this work was to explore alternative classification procedures for FH diagnosis, based on different...

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Bibliographic Details
Main Author: Albuquerque, João (author)
Other Authors: Medeiros, Ana Margarida (author), Alves, Ana Catarina (author), Bourbon, Mafalda (author), Antunes, Marília (author)
Format: article
Language:eng
Published: 2022
Subjects:
Familial Hypercholesterolemia
Diagnosis
FH Diagnosis
FH study
Portuguese FH study
Doenças Cardio e Cérebro-vasculares
Portugal
Online Access:http://hdl.handle.net/10400.18/8384
Country:Portugal
Oai:oai:repositorio.insa.pt:10400.18/8384

Internet

http://hdl.handle.net/10400.18/8384

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