Extraction of radiographic findings from unstructured thoracoabdominal computed tomography reports using convolutional neural network based natural language processing.

Abstract

Authors

• Mohit Pandey
  Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine, New York, USA.
• Zhuoran Xu
  1 Dalio Institute of Cardiovascular Imaging New York-Presbyterian Hospital New York NY.
• Evan Sholle
  Information Technologies & Services Department, Weill Cornell Medicine, New York, New York, United States of America.
• Gabriel Maliakal
  Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine, New York, USA.
• Gurpreet Singh
  Department of Chemical and Biomolecular Engineering, National University of Singapore, Singapore 117585, Singapore.
• Zahra Fatima
  Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine, New York, New York, United States of America.
• Daria Larine
  Jaffe Food Allergy Institute, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America.
• Benjamin C Lee
  Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine, New York, New York.
• Jing Wang
  Endoscopy Center, Peking University Cancer Hospital and Institute, Beijing, China.
• Alexander R van Rosendael
  Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, NY, USA.
• Lohendran Baskaran
• Leslee J Shaw
  Division of Cardiology, Emory University School of Medicine, Atlanta, GA, USA.
• James K Min
  3 Department of Radiology, Weill Cornell Medicine , New York, New York.
• Subhi J Al'Aref
  Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine, New York, USA.

Keywords

External Resources