Article

Deep Learning Classification of Active Tuberculosis Using Chest X-Rays: Efficacy of Transfer Learning and Generalization Performance of Cross-Population Datasets

2022-01-14

Abstract excerpt

Chest X-ray based diagnosis of active Tuberculosis (TB) is one of the oldest ubiquitous tests in medical practice. Artificial Intelligence (AI) based automated detection of abnormality in chest radiography is crucial in radiology workflow. Most deep convolutional neural networks (DCNN) for diagnosing TB by transfer learning from natural images and using the same dataset to evaluate the model performance and diagno...

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Literature Corpus work: 8bdc6e4b-4815-5dd8-8431-7cb63ed81cd6
DOI: 10.21203/rs.3.rs-1235165/v1

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