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Classification of White blood cell using Convolution Neural Network

Biomedical Signal Processing and Control, 2022
The human immune system consists of White Blood Cells that are responsible for fighting of disease pathogens. In the field of medical imagining, white blood cells is of great importance.
Ashish Girdhar
exaly   +2 more sources

WBC YOLO-ViT: 2 Way - 2 stage white blood cell detection and classification with a combination of YOLOv5 and vision transformer

Comput. Biol. Medicine, 2023
Accurate detection and classification of white blood cells, otherwise known as leukocytes, play a critical role in diagnosing and monitoring various illnesses. However, conventional methods, such as manual classification by trained professionals, must be
Servas Adolph Tarimo   +5 more
semanticscholar   +1 more source

An Automatic Nucleus Segmentation and CNN Model based Classification Method of White Blood Cell

Expert Systems With Applications, 2020
White blood cells (WBCs) play a remarkable role in the human immune system. To diagnose blood-related diseases, pathologists need to consider the characteristics of WBC.
Partha Pratim Banik   +2 more
exaly   +2 more sources

Transforming Healthcare: Raabin White Blood Cell Classification with Deep Vision Transformer

2023 6th International Conference on Signal Processing and Information Security (ICSPIS), 2023
In the realm of computer vision, the application of deep learning techniques has brought about significant transformations, particularly in the domain of image classification. This study delves into an in-depth exploration of the Raabin White Blood Cell (
Rufus Rubin   +3 more
semanticscholar   +1 more source

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