Improved multi-layer binary firefly algorithm for optimizing feature selection and classification of microarray data

W Xie, L Wang, K Yu, T Shi, W Li - Biomedical Signal Processing and …, 2023 - Elsevier
Gene microarray technology can detect many gene expressions simultaneously, which is
essential for disease diagnosis. However, microarray data are usually characterized by …

MFRAG: Multi-Fitness RankAggreg Genetic Algorithm for biomarker selection from microarray data

W Xie, Y Fang, K Yu, X Min, W Li - Chemometrics and Intelligent Laboratory …, 2022 - Elsevier
Microarray technology allows the simultaneous study of up to thousands of gene
expressions, which is essential for researchers to understand cancer, diagnose disease …

Bi-level gene selection of cancer by combining clustering and sparse learning

J Chen, B Wen - Computers in Biology and Medicine, 2024 - Elsevier
The diagnosis of cancer based on gene expression profile data has attracted extensive
attention in the field of biomedical science. This type of data usually has the characteristics …

[图书][B] Evolutionary Intelligence for Healthcare Applications

TA Kumar, R Rajmohan, M Pavithra, S Balamurugan - 2022 - api.taylorfrancis.com
This book highlights various evolutionary algorithm techniques for various medical
conditions and introduces medical applications of evolutionary computation for real-time …