Classification of white blood cells: A comprehensive study using transfer learning based on convolutional neural networks
T Tamang, S Baral, MP Paing - Diagnostics, 2022 - mdpi.com
White blood cells (WBCs) in the human immune system defend against infection and protect
the body from external hazardous objects. They are comprised of neutrophils, eosinophils …
the body from external hazardous objects. They are comprised of neutrophils, eosinophils …
[HTML][HTML] Advanced Convolutional Neural Networks for Precise White Blood Cell Subtype Classification in Medical Diagnostics
White blood cell (WBC) classification is pivotal in medical image analysis, playing a critical
role in the precise diagnosis and monitoring of diseases. This paper presents a novel …
role in the precise diagnosis and monitoring of diseases. This paper presents a novel …
[HTML][HTML] The diagnosis of chronic myeloid leukemia with deep adversarial learning
Z Zhang, X Huang, Q Yan, Y Lin, E Liu, Y Mi… - The American Journal of …, 2022 - Elsevier
Chronic myeloid leukemia (CML) is a clonal proliferative disorder of granulocytic lineage,
with morphologic evaluation as the first step for a definite diagnosis. This study developed a …
with morphologic evaluation as the first step for a definite diagnosis. This study developed a …
White Blood Cell Classification: Convolutional Neural Network (CNN) and Vision Transformer (ViT) under Medical Microscope
Deep learning (DL) has made significant advances in computer vision with the advent of
vision transformers (ViTs). Unlike convolutional neural networks (CNNs), ViTs use self …
vision transformers (ViTs). Unlike convolutional neural networks (CNNs), ViTs use self …
Blood Cell Revolution: Unveiling 11 Distinct Types with 'Naturalize'Augmentation
Artificial intelligence (AI) has emerged as a cutting-edge tool, simultaneously accelerating,
securing, and enhancing the diagnosis and treatment of patients. An exemplification of this …
securing, and enhancing the diagnosis and treatment of patients. An exemplification of this …
An explainable vision transformer model based white blood cells classification and localization
White blood cells (WBCs) are crucial components of the immune system that play a vital role
in defending the body against infections and diseases. The identification of WBCs subtypes …
in defending the body against infections and diseases. The identification of WBCs subtypes …