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Lung Disease Classification

3 papers with code · Medical

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CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison

21 Jan 2019stanfordmlgroup/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.

LUNG DISEASE CLASSIFICATION

Boosted Cascaded Convnets for Multilabel Classification of Thoracic Diseases in Chest Radiographs

23 Nov 2017Azure/AzureChestXRay

Chest X-ray is one of the most accessible medical imaging technique for diagnosis of multiple diseases.

LUNG DISEASE CLASSIFICATION