bob.med.tb.data.nih_cxr14_re

NIH CXR14 (relabeled) dataset for computer-aided diagnosis

This dataset was extracted from the clinical PACS database at the National Institutes of Health Clinical Center (USA) and represents 60% of all their radiographs. It contains labels for fourteen common radiological signs in this order: cardiomegaly, emphysema, effusion, hernia, infiltration, mass, nodule, atelectasis, pneumothorax, pleural thickening, pneumonia, fibrosis, edema and consolidation. This is the relabeled version created in the CheXNeXt study.

• Reference: [NIH-CXR14-2017]

• Original resolution (height x width or width x height): 1024 x 1024

• Labels: [CHEXNEXT-2018]

• Split reference: [CHEXNEXT-2018]

• Protocol default:

  • Training samples: 98’637 (including labels)

  • Validation samples: 6’350 (including labels)

  • Test samples: 0

• Protocol ìdiap`: * Images path adapted to Idiap infrastructure

bob.med.tb.data.nih_cxr14_re.dataset = <bob.med.tb.data.dataset.JSONDataset object>

NIH CXR14 (relabeled) dataset object