Optimized cancer gene selection using armadillo optimization algorithm and support vector machine

The AOA-SVM hybrid presents a highly accurate and computationally efficient tool for cancer diagnostics, demonstrating significant potential for application in precision medicine by identifying minimal, biologically relevant gene markers.

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Publication Details

Journal
Cancer Treatment and Research Communications
Published
2025-01-01
DOI
https://doi.org/10.1016/j.ctarc.2025.101027
Primary Topic
Evolutionary Algorithms and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Optimized cancer gene selection using armadillo optimization algorithm and support vector machine

Abrar Yaqoob, Mushtaq Ahmad Mir, Mohd Asif Shah
Cancer Treatment and Research Communications
Evolutionary Algorithms and Applications
article

Optimized cancer gene selection using armadillo optimization algorithm and support vector machine

Abrar Yaqoob, Mushtaq Ahmad Mir, Mohd Asif Shah
article en

Abstract

The AOA-SVM hybrid presents a highly accurate and computationally efficient tool for cancer diagnostics, demonstrating significant potential for application in precision medicine by identifying minimal, biologically relevant gene markers.

Cancer Treatment and Research CommunicationsVol. 45
Chandigarh University (IN), Kardan University (AF), Barkatullah University (IN), King Khalid University (SA)
Openalex Percentile: Top 84%
Evolutionary Algorithms and Applications
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