A deep learning approach for white blood cells image generation and classification using SRGAN and VGG19

A deep learning approach for white blood cells image generation and classification using SRGAN and VGG19

The classification of White Blood Cells (WBCs) is crucial for diagnosing diseases, monitoring treatment effectiveness, and understanding how the immune system functions. In this paper, we propose a deep learning approach to classify WBCs using Super Resolution Generative Adversarial Network (SRGAN)...

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Bibliographic Details
Main Authors: Jannatul Ferdousi, Soyabul Islam Lincoln, Md. Khorshed Alom, Md. Foysal
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Telematics and Informatics Reports
Subjects:
Deep learning
SRGAN
VGG19
WBC image generation
WBCs classification
Online Access:http://www.sciencedirect.com/science/article/pii/S2772503024000495
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