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

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

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...

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Bibliographic Details
Main Authors: Budhraja, Sugam, Doborjeh, Maryam, Singh, Balkaran, Tan, Samuel Ming Xuan, Doborjeh, Zohreh, Lai, Edmund, Merkin, Alexander, Lee, Jimmy Chee Keong, Goh, Wilson, Kasabov, Nikola
Other Authors: Lee Kong Chian School of Medicine (LKCMedicine)
Format: Article
Language:English
Published: 2024
Subjects:
Medicine, Health and Life Sciences
Biomarker discovery
Proteomics
Online Access:https://hdl.handle.net/10356/174293
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Institution: Nanyang Technological University
Language: English

Internet

https://hdl.handle.net/10356/174293

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