Leveraging Radiomics and Genetic Algorithms to Improve Lung Infection Diagnosis in X-Ray Images Using Machine Learning

Leveraging Radiomics and Genetic Algorithms to Improve Lung Infection Diagnosis in X-Ray Images Using Machine Learning

Radiomics, an emerging discipline in medical imaging, focuses on extracting detailed quantitative features from images to unveil subtle patterns imperceptible to the naked eye. This study specifically employs radiomics and machine learning techniques to discern cases of viral pneumonia and COVID-19....

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Bibliographic Details
Main Authors: A. Beena Godbin, S. Graceline Jasmine
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Radiomic feature
chest X-ray
viral pneumonia
COVID-19
machine learning
Online Access:https://ieeexplore.ieee.org/document/10486890/
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https://ieeexplore.ieee.org/document/10486890/

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