A large language model-based generative natural language processing framework fine-tuned on clinical notes accurately extracts headache frequency from electronic health records.

Abstract

Authors

• Chia-Chun Chiang
• Man Luo
  School of Art and Design, Shanghai University of Engineering Science, Shanghai, 201620, PR. China.
• Gina Dumkrieger
  Department of Neurology, Mayo Clinic, Phoenix, Arizona, USA.
• Shubham Trivedi
  Department of Radiology, Mayo Clinic, Phoenix, Arizona, USA.
• Yi-Chieh Chen
  Department of Pharmacy, Mayo Clinic, Rochester, Minnesota, USA.
• Chieh-Ju Chao
  Department of Radiology, Radiology Informatics Lab, Mayo Clinic, Rochester, MN 55905, United States.
• Todd J Schwedt
  Department of Neurology, Mayo Clinic, Scottsdale, Arizona, United States of America.
• Abeed Sarker
  Department of Biomedical Informatics, School of Medicine, Emory University, Atlanta, GA, United States.
• Imon Banerjee
  Mayo Clinic, Department of Radiology, Scottsdale, AZ, USA.

Keywords

External Resources