Super learner model for classifying leukemia through gene expression monitoring

Super learner model for classifying leukemia through gene expression monitoring

Abstract Leukemia is a form of cancer that affects the bone marrow and lymphatic system, and it requires complex treatment strategies that vary with each subtype. Due to the subtle morphological differences among these types, monitoring gene expressions is crucial for accurate classification. Manual...

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Bibliographic Details
Main Authors: Sharanya Selvaraj, Alhuseen Omar Alsayed, Nor Azman Ismail, Balasubramanian Prabhu Kavin, Edeh Michael Onyema, Gan Hong Seng, Arinze Queen Uchechi
Format: Article
Language:English
Published: Springer 2024-09-01
Series:Discover Oncology
Subjects:
Gene expressions
DNA microarray
Super learner
Random forest
Machine learning
Leukemia
Online Access:https://doi.org/10.1007/s12672-024-01337-x

Internet

https://doi.org/10.1007/s12672-024-01337-x

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