Lung Disease Classification
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Greatest papers with code
ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases
CVPR 2017
• thtang/CheXNet-with-localization
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The chest X-ray is one of the most commonly accessible radiological examinations for screening and diagnosis of many lung diseases.
CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison
• stanfordmlgroup/chexpert-labeler
On a validation set of 200 chest radiographic studies which were manually annotated by 3 board-certified radiologists, we find that different uncertainty approaches are useful for different pathologies.
Boosted Cascaded Convnets for Multilabel Classification of Thoracic Diseases in Chest Radiographs
Chest X-ray is one of the most accessible medical imaging technique for diagnosis of multiple diseases.