White Blood Cell Classification Using Multi-Attention Data Augmentation and Regularization

Accurate and robust human immune system assessment through white blood cell evaluation require computer-aided tools with pathologist-level accuracy. This work presents a multi-attention leukocytes subtype classification method by leveraging fine-grained and spatial locality attributes of white blood...

Full description

Bibliographic Details
Main Authors: Nasrin Bayat, Diane D. Davey, Melanie Coathup, Joon-Hyuk Park
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Big Data and Cognitive Computing
Subjects:
Online Access:https://www.mdpi.com/2504-2289/6/4/122