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Blood Slide Image Analysis to Classify WBC Types for Prediction Haematology Based on a Hybrid Model of CNN and Handcrafted Features

White blood cells (WBCs) are one of the main components of blood produced by the bone marrow. WBCs are part of the immune system that protects the body from infectious diseases and an increase or decrease in the amount of any type that causes a particular disease. Thus, recognizing the WBC types is...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Fekry Olayah, Ebrahim Mohammed Senan, Ibrahim Abdulrab Ahmed, Bakri Awaji
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2023-05-01
Schriftenreihe:Diagnostics
Schlagworte:
deep learning
FFNN
SVM
fusion features
handcrafted features
WBC
Online-Zugang:https://www.mdpi.com/2075-4418/13/11/1899
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