Automated structured data extraction from intraoperative echocardiography reports using large language models.

Abstract

Authors

• Emily J MacKay
  Department of Anesthesiology and Critical Care, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, United States of America.
• Shir Goldfinger
  Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; School of Arts and Sciences, University of Pennsylvania, Philadelphia, PA, USA.
• Trevor J Chan
  Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA.
• Rachel H Grasfield
  School of Medicine and Health Sciences, Des Moines University, Des Moines, IA, USA.
• Vikram J Eswar
  Department of Anaesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
• Kelly Li
  Harvard Medical School, Harvard University, Boston, MA, USA.
• Quy Cao
  Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
• Alison M Pouch
  Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA.

Keywords

External Resources