CheXpert, short for Chest eXpert, is a large dataset for interpreting chest X-rays. The dataset includes 224,316 chest X-rays from frontal and lateral views from 65,240 patients, with uncertainty medical labels and a reference standard evaluation set annotated by radiologists, which can be used to predict the probability of 14 different observations from multi-view chest radiographs.