Utilizing Feature Selection Techniques for AI-Driven Tumor Subtype Classification: Enhancing Precision in Cancer Diagnostics

Utilizing Feature Selection Techniques for AI-Driven Tumor Subtype Classification: Enhancing Precision in Cancer Diagnostics

Cancer’s heterogeneity presents significant challenges in accurate diagnosis and effective treatment, including the complexity of identifying tumor subtypes and their diverse biological behaviors. This review examines how feature selection techniques address these challenges by improving the interpr...

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Bibliographic Details
Main Authors: Jihan Wang, Zhengxiang Zhang, Yangyang Wang
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Biomolecules
Subjects:
tumor subtype classification
feature selection
artificial intelligence
machine learning
deep learning
multi-omics
Online Access:https://www.mdpi.com/2218-273X/15/1/81
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