WBC image classification and generative models based on convolutional neural network

WBC image classification and generative models based on convolutional neural network

Abstract Background Computer-aided methods for analyzing white blood cells (WBC) are popular due to the complexity of the manual alternatives. Recent works have shown highly accurate segmentation and detection of white blood cells from microscopic blood images. However, the classification of the obs...

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Bibliographic Details
Main Authors: Changhun Jung, Mohammed Abuhamad, David Mohaisen, Kyungja Han, DaeHun Nyang
Format: Article
Language:English
Published: BMC 2022-05-01
Series:BMC Medical Imaging
Subjects:
White blood cell
Classification
Medical image
CNN
Deep learning
Online Access:https://doi.org/10.1186/s12880-022-00818-1

Internet

https://doi.org/10.1186/s12880-022-00818-1

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