Breast and Colon Cancer Classification from Gene Expression Profiles Using Data Mining Techniques

Breast and Colon Cancer Classification from Gene Expression Profiles Using Data Mining Techniques

Early detection of cancer increases the probability of recovery. This paper presents an intelligent decision support system (IDSS) for the early diagnosis of cancer based on gene expression profiles collected using DNA microarrays. Such datasets pose a challenge because of the small number of sample...

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Bibliographic Details
Main Authors: Mohammed Loey, Mohammed Wajeeh Jasim, Hazem M. EL-Bakry, Mohamed Hamed N. Taha, Nour Eldeen M. Khalifa
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Symmetry
Subjects:
machine learning
cancer diagnosis
grey wolf optimization algorithm
support vector machine
information gain
feature selection
Online Access:https://www.mdpi.com/2073-8994/12/3/408

Internet

https://www.mdpi.com/2073-8994/12/3/408

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