Generalization Challenges in Drug-Resistant Tuberculosis Detection from Chest X-rays

Generalization Challenges in Drug-Resistant Tuberculosis Detection from Chest X-rays

Classification of drug-resistant tuberculosis (DR-TB) and drug-sensitive tuberculosis (DS-TB) from chest radiographs remains an open problem. Our previous cross validation performance on publicly available chest X-ray (CXR) data combined with image augmentation, the addition of synthetically generat...

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Bibliographic Details
Main Authors: Manohar Karki, Karthik Kantipudi, Feng Yang, Hang Yu, Yi Xiang J. Wang, Ziv Yaniv, Stefan Jaeger
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Diagnostics
Subjects:
Tuberculosis (TB)
drug resistance
deep learning
chest X-rays
generalization
localization
Online Access:https://www.mdpi.com/2075-4418/12/1/188

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https://www.mdpi.com/2075-4418/12/1/188

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