CheXpert: Chest X-Rays
Irvin, Jeremy;Rajpurkar, Pranav;Ko, Michael;Yu, Yifan;Ciurea-Ilcus, Silviana;Chute, Chris;Marklund, Henrik;Haghgoo, Behzad;Ball, Robyn;Shpanskaya, Katie;Seekins, Jayne;Mong, David A;Halabi, Safwan S;Sandberg, Jesse K;Jones, Ricky;Larson, David B;Langlotz, Curtis P;Patel, Bhavik N;Lungren, Matthew P;Ng, Andrew Y
Description
CheXpert is a dataset consisting of 224,316 chest radiographs of 65,240 patients who underwent a radiographic examination at Stanford Health Care between October 2002 and July 2017, in both inpatient and outpatient centers. Included are their associated radiology reports.
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Metrics Over Time
Publication Details
Subfield
Pulmonary and Respiratory Medicine
Field
Medicine
Domain
Health Sciences
Confidence Score
42%
Source
Scholar Data Model
Keywords
convolutional neural networkdeep learningchexpertPR curvecertainty approachstanford aimiaimi datasetopen data