Computational intelligence for microarray data and biomedical image analysis for the early diagnosis of breast cancer

► This paper identifies the computational intelligence of breast cancer. ► The best suited algorithms for early breast cancer detection is identified. ► The imbalanced nature of the data is considered and SMOTE is used. ► Microarray and image data are used in this research. ► This research indicates...

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Veröffentlicht in:	Expert systems with applications 2012-11, Vol.39 (16), p.12371-12377
Hauptverfasser:	Nahar, Jesmin, Imam, Tasadduq, Tickle, Kevin S., Shawkat Ali, A.B.M., Chen, Yi-Ping Phoebe
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Breast Breast cancer Cancer Classification Computation Computational intelligence Expert systems Image data Intelligence Microarray data SMO SMOTE
Online-Zugang:	Volltext
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