Domain knowledge-infused pre-trained deep learning models for efficient white blood cell classification

Domain knowledge-infused pre-trained deep learning models for efficient white blood cell classification

Abstract White blood cell (WBC) classification is a crucial step in assessing a patient’s health and validating medical treatment in the medical domain. Hence, efficient computer vision solutions to the classification of WBC will be an effective aid to medical practitioners. Computer-aided diagnosis...

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Bibliographic Details
Main Authors: P. Jeneessha, Vinoth Kumar Balasubramanian
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
White blood cells
Classification
Pre-trained models
Domain knowledge
Feature vectors
Online Access:https://doi.org/10.1038/s41598-025-00563-9
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https://doi.org/10.1038/s41598-025-00563-9

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