A new dimensionality reduction technique based on the Wavelet Transform for cancer classification

A new dimensionality reduction technique based on the Wavelet Transform for cancer classification

Abstract Problem DNA methylation and hydroxymethylation have become important epigenetic markers for early detection of cancer. In recent years, there has been a significant increase in both the number of research works on this topic and the number and size of labeled databases with some type of can...

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Bibliographic Details
Main Authors: Lisardo Fernández, Mariano Pérez, Juan M. Orduña, José M. Alcaraz
Format: Article
Language:English
Published: SpringerOpen 2025-01-01
Series:Journal of Big Data
Subjects:
Dimensionality reduction
Cancer classification
DNA methylation analysis
Wavelet Transform
Machine learning classification
Online Access:https://doi.org/10.1186/s40537-024-01039-9
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https://doi.org/10.1186/s40537-024-01039-9

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