Prediction of Obstructive Lung Disease from Chest Radiographs via Deep Learning Trained on Pulmonary Function Data.

Abstract

Authors

• Joyce D Schroeder
  Department of Radiology and Imaging Sciences, School of Medicine, University of Utah, Salt Lake City, UT, USA.
• Ricardo Bigolin Lanfredi
  Department of Electrical and Computer Engineering, Scientific Computing and Imaging Institute (SCI), University of Utah, Salt Lake City, UT, USA.
• Tao Li
  Department of Emergency Medicine, Jining No.1 People's Hospital, Jining, China.
• Jessica Chan
  Department of Radiology and Imaging Sciences, School of Medicine, University of Utah, Salt Lake City, UT, USA.
• Clement Vachet
  Biomedical Imaging and Data Analytics Core, SCI, University of Utah, Salt Lake City, UT, USA.
• Robert Paine Iii
  Division of Pulmonary and Critical Care Medicine, School of Medicine, University of Utah, Salt Lake City, UT, USA.
• Vivek Srikumar
  University of Utah, School of Computing, 50S. Central Campus Drive Room 3190, Salt Lake City, UT, United States. Electronic address: svivek@cs.utah.edu.
• Tolga Tasdizen
  Scientific Computing and Imaging Institute, University of Utah, SLC, UT, USA.

Keywords

External Resources