Filter and wrapper stacking ensemble (FWSE): a robust approach for reliable biomarker discovery in high-dimensional omics data

• المؤلفون الرئيسيون: Budhraja, Sugam, Doborjeh, Maryam, Singh, Balkaran, Tan, Samuel Ming Xuan, Doborjeh, Zohreh, Lai, Edmund, Merkin, Alexander, Lee, Jimmy Chee Keong, Goh, Wilson, Kasabov, Nikola
• مؤلفون آخرون: Lee Kong Chian School of Medicine (LKCMedicine)
• التنسيق: مقال
• اللغة: English
• منشور في: 2024
• الموضوعات: Medicine, Health and Life Sciences; Biomarker discovery; Proteomics
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/174293

Selecting informative features, such as accurate biomarkers for disease diagnosis, prognosis and response to treatment, is an essential task in the field of bioinformatics. Medical data often contain thousands of features and identifying potential biomarkers is challenging due to small number of sam...