White Blood Cell Classification Using Texture and RGB Features of Oversampled Microscopic Images

White Blood Cell Classification Using Texture and RGB Features of Oversampled Microscopic Images

White blood cell (WBC) type classification is a task of significant importance for diagnosis using microscopic images of WBC, which develop immunity to fight against infections and foreign substances. WBCs consist of different types, and abnormalities in a type of WBC may potentially represent a dis...

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Bibliographic Details
Main Authors: Furqan Rustam, Naila Aslam, Isabel De La Torre Díez, Yaser Daanial Khan, Juan Luis Vidal Mazón, Carmen Lili Rodríguez, Imran Ashraf
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Healthcare
Subjects:
white blood cells classification
leukemia
texture features
Chi-squared
SMOTE
Online Access:https://www.mdpi.com/2227-9032/10/11/2230

Internet

https://www.mdpi.com/2227-9032/10/11/2230

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