Augmenting the National Institutes of Health Chest Radiograph Dataset with Expert Annotations of Possible Pneumonia

George Shih¹, Carol C Wu¹, Safwan S Halabi¹+16

• ¹Department of Radiology, Weill Cornell Medical College, 525 E 68th St, Box 141, New York, NY 10065 (G.S.); Department of Diagnostic Radiology, University of Texas MD Anderson Cancer Center, Houston, Tex (C.C.W., M.C.B.G.); Department of Radiology, Stanford University School of Medicine, Stanford, Calif (S.S.H.); Department of Radiology and Biomedical Imaging, University of California-San Francisco, San Francisco, Calif (M.D.K.); Department of Radiology, The Ohio State University Wexner Medical Center, Columbus, Ohio (L.M.P.); Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, Pa (T.S.C., M.G.); Department of Radiology, Amita Health, Chicago, Ill (A. Sharma); Department of Radiology, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ (J.K.A.); Department of Radiology, University of Arizona College of Medicine, Tucson, Ariz (V.A.); Department of Radiology, Beth Israel Deaconess Medical Center, Boston, Mass (R.R.G.); Department of Radiology, University of Kentucky College of Medicine, Lexington, Ky (S.H.); Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Md (J.J.); Department of Radiology, University of Iowa Carver College of Medicine, Iowa City, Iowa (A.L.); Department of Diagnostic Radiology, Rush University Medical Center, Chicago, Ill (P.N.S.); Department of Radiology, University of Michigan Health System, Ann Arbor, Mich (D.V.); Department of Radiology, Stony Brook School of Medicine, Stony Brook, NY (K.Y.); and MD.ai, New York, NY (A. Stein).