Performance analysis of data resampling on class imbalance and classification techniques on multi-omics data for cancer classification.

Cancer, in any of its forms, remains a significant public health concern worldwide. Advances in early detection and treatment could lead to a decline in the overall death rate from cancer in recent decades. Therefore, tumor prediction and classification play an important role in fighting cancer. Thi...

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Bibliographic Details
Main Authors: Yuting Yang, Golrokh Mirzaei
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2024-01-01
Series:PLoS ONE
Online Access:https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0293607&type=printable