Gene Expression-Based Cancer Classification for Handling the Class Imbalance Problem and Curse of Dimensionality

Gene Expression-Based Cancer Classification for Handling the Class Imbalance Problem and Curse of Dimensionality

Cancer is a leading cause of death globally. The majority of cancer cases are only diagnosed in the late stages of cancer due to the use of conventional methods. This reduces the chance of survival for cancer patients. Therefore, early detection consequently followed by early diagnoses are important...

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Bibliographic Details
Main Authors: Sadam Al-Azani, Omer S. Alkhnbashi, Emad Ramadan, Motaz Alfarraj
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:International Journal of Molecular Sciences
Subjects:
cancer detection and diagnosis
gene expression
feature selection
class imbalance
Online Access:https://www.mdpi.com/1422-0067/25/4/2102

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https://www.mdpi.com/1422-0067/25/4/2102

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