4 Artículos

White Blood Cell Classification: Convolutional Neural Network (CNN) and Vision Transformer (ViT) under Medical Microscope

Acceso

en línea

Mohamad Abou Ali, Fadi Dornaika and Ignacio Arganda-Carreras

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-attention to extract both local and global features from image data, and then ap... ver más

Revista: Algorithms Formato: Electrónico

Tabla de contenido: Vol: 16 Num: 0 Par: 11 Año: 2023

Ghost-ResNeXt: An Effective Deep Learning Based on Mature and Immature WBC Classification

Acceso

en línea

Sai Sambasiva Rao Bairaboina and Srinivasa Rao Battula

White blood cells (WBCs) must be evaluated to determine how well the human immune system performs. Abnormal WBC counts may indicate malignancy, tuberculosis, severe anemia, cancer, and other serious diseases. To get an early diagnosis and to check if WBC... ver más

Revista: Applied Sciences Formato: Electrónico

Tabla de contenido: Vol: 13 Num: 0 Par: 6 Año: 2023

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