Navigating the microarray landscape: a comprehensive review of feature selection techniques and their applications

Navigating the microarray landscape: a comprehensive review of feature selection techniques and their applications

This review systematically summarizes recent advances in microarray feature selection techniques and their applications in biomedical research. It addresses the challenges posed by the high dimensionality and noise of microarray data, aiming to integrate the strengths and limitations of various meth...

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Bibliographic Details
Main Authors: Fangling Wang, Azlan Mohd Zain, Yanjie Ren, Mahadi Bahari, Azurah A. Samah, Zuraini Binti Ali Shah, Norfadzlan Bin Yusup, Rozita Abdul Jalil, Azizah Mohamad, Nurulhuda Firdaus Mohd Azmi
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-07-01
Series:Frontiers in Big Data
Subjects:
cancer classification
feature selection
microarray data
machine learning
gene expression analysis
Online Access:https://www.frontiersin.org/articles/10.3389/fdata.2025.1624507/full
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https://www.frontiersin.org/articles/10.3389/fdata.2025.1624507/full

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