Performance comparison of different classification algorithms applied to the diagnosis of familial hypercholesterolemia in paediatric subjects
Abstract Familial Hypercholesterolemia (FH) is an inherited disorder of lipid metabolism, characterized by increased low density lipoprotein cholesterol (LDLc) levels. The main purpose of the current work was to explore alternative classification methods to traditional clinical criteria for FH diagn...
Main Authors: | João Albuquerque, Ana Margarida Medeiros, Ana Catarina Alves, Mafalda Bourbon, Marília Antunes |
---|---|
Format: | Article |
Language: | English |
Published: |
Nature Portfolio
2022-01-01
|
Series: | Scientific Reports |
Online Access: | https://doi.org/10.1038/s41598-022-05063-8 |
Similar Items
-
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.
by: João Albuquerque, et al.
Published: (2022-01-01) -
Unraveling the genetic background of individuals with a clinical familial hypercholesterolemia phenotype
by: Ana Margarida Medeiros, et al.
Published: (2024-02-01) -
Brown Algae Potential as a Functional Food against Hypercholesterolemia: Review
by: Rebeca André, et al.
Published: (2021-01-01) -
Molecular diagnosis methods in familial hypercholesterolemia
by: Valeriu Moldovan, et al.
Published: (2020-02-01) -
Genetic Diagnosis of Familial Hypercholesterolemia in Asia
by: Chin-Chou Huang, et al.
Published: (2020-07-01)