Prospective validation of a machine learning model that uses provider notes to identify candidates for resective epilepsy surgery.

Abstract

Authors

• Benjamin D Wissel
  Department of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio.
• Hansel M Greiner
  Division of Neurology, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
• Tracy A Glauser
  Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio.
• Katherine D Holland-Bouley
  Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio.
• Francesco T Mangano
  Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio.
• Daniel Santel
  Department of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave., MLC 7024, Cincinnati, OH, 45229-3039, USA.
• Robert Faist
  Department of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio.
• Nanhua Zhang
  College of Medicine, University of Cincinnati, Cincinnati, OH, USA; Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.
• John P Pestian
  Department of Pediatrics, Division of Biomedical Informatics, Cincinnati Children's Hospital Medical Center and Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, OH, USA.
• Rhonda D Szczesniak
  Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio.
• Judith W Dexheimer
  Department of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA Division of Pediatric Emergency Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.

Keywords

External Resources