UR-Net: An Integrated ResUNet and Attention Based Image Enhancement and Classification Network for Stain-Free White Blood Cells

The differential count of white blood cells (WBCs) can effectively provide disease information for patients. Existing stained microscopic WBC classification usually requires complex sample-preparation steps, and is easily affected by external conditions such as illumination. In contrast, the inconsp...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Sikai Zheng, Xiwei Huang, Jin Chen, Zefei Lyu, Jingwen Zheng, Jiye Huang, Haijun Gao, Shan Liu, Lingling Sun
Format:	Article
Language:	English
Published:	MDPI AG 2023-09-01
Subjects:	WBCs classification stain-free image enhancement convolutional neural network UR-Net attention mechanism
Online Access:	https://www.mdpi.com/1424-8220/23/17/7605