Diagnostics of Multi Drug Resistant Tuberculosis in Chest Radiographs using Local Textures & Extreme Gradient Boosting

Diagnostics of Multi Drug Resistant Tuberculosis in Chest Radiographs using Local Textures & Extreme Gradient Boosting

This study attempts to detect and differentiate Multi Drug Resistant (MDR) - Tuberculosis (TB) and Drug Sensitive (DS)-TB Chest Radiographs (CXR) using local texture descriptors and Ensemble Learning method. Studies report that CXR images contain likelihood information of the drug resistance which c...

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Bibliographic Details
Main Authors: Govindarajan Satyavratan, Manuskandan S. R., Swaminathan Ramakrishnan
Format: Article
Language:English
Published: De Gruyter 2023-09-01
Series:Current Directions in Biomedical Engineering
Subjects:
tuberculosis
chest radiograph
xgboost
drug sensitive
drug resistive
Online Access:https://doi.org/10.1515/cdbme-2023-1181

Internet

https://doi.org/10.1515/cdbme-2023-1181

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