Quantification of abdominal fat from computed tomography using deep learning and its association with electronic health records in an academic biobank.

Abstract

Authors

• Matthew T MacLean
  Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, USA.
• Qasim Jehangir
  Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
• Marijana Vujkovic
  Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
• Yi-An Ko
  Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
• Harold Litt
  Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
• Arijitt Borthakur
  Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
• Hersh Sagreiya
  Perelman School of Medicine, University of Pennsylvania, Philadelphia 19104, USA.
• Mark Rosen
  Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
• David A Mankoff
  Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
• Mitchell D Schnall
  Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
• Haochang Shou
  Artificial Intelligence in Biomedical Imaging Laboratory (AIBIL), Center for and Data Science for Integrated Diagnostics (AID), Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
• Julio Chirinos
  Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
• Scott M Damrauer
  Department of Surgery, Perelman School of Medicine at University of Pennsylvania, Philadelphia, PA, USA. damrauer@upenn.edu.
• Drew A Torigian
  Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, USA.
• Rotonya Carr
  Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
• Daniel J Rader
  The Familial Hypercholesterolemia Foundation, Pasadena, CA, USA; Department of Genetics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA; Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA; Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.
• Walter R Witschey
  Perelman School of Medicine, University of Pennsylvania, Philadelphia 19104, USA.

Keywords

External Resources