Natural language processing pipeline to extract prostate cancer-related information from clinical notes.

Journal: European radiology
Published Date:

Abstract

OBJECTIVES: To develop an automated pipeline for extracting prostate cancer-related information from clinical notes.

Authors

  • Hirotsugu Nakai
    Department of Diagnostic Imaging and Nuclear Medicine, Kyoto University Graduate, School of Medicine, 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan. Electronic address: nakai.hirotsugu.33x@kyoto-u.jp.
  • Garima Suman
    Department of Radiology, Mayo Clinic, Rochester, MN 55905, USA.
  • Daniel A Adamo
    Department of Radiology, Mayo Clinic, Rochester, MN, USA.
  • Patrick J Navin
    Department of Radiology, Mayo Clinic, Rochester, MN, USA.
  • Candice A Bookwalter
    Department of Radiology, Mayo Clinic, Rochester, MN, USA.
  • Jordan D LeGout
    Department of Radiology, Mayo Clinic, Jacksonville, FL, USA.
  • Frank K Chen
    Department of Radiology, Mayo Clinic, Jacksonville, FL, USA.
  • Clinton V Wellnitz
    Department of Radiology, Mayo Clinic, Scottsdale, AZ, USA.
  • Alvin C Silva
    Department of Radiology, Mayo Clinic Hospital, Scottsdale, Arizona.
  • John V Thomas
    Department of Radiology, Mayo Clinic, Rochester, MN, USA.
  • Akira Kawashima
    Department of Radiology, Mayo Clinic in Arizona, Phoenix, Arizona.
  • Jungwei W Fan
    Department of Artificial Intelligence and Informatics, Mayo Clinic, Rochester, MN, USA.
  • Adam T Froemming
    Department of Radiology, Mayo Clinic, Rochester, MN, 55905, USA.
  • Derek J Lomas
    Department of Urology, Mayo Clinic, Rochester, MN, USA.
  • Mitchell R Humphreys
    Department of Urology, Mayo Clinic in Arizona, Phoenix, Arizona.
  • Chandler Dora
    Department of Urology, Mayo Clinic, Jacksonville, FL, USA.
  • Panagiotis Korfiatis
    From the Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN 55905.
  • Naoki Takahashi
    1 Department of Radiology, Radiology Informatics Laboratory, Mayo Clinic, 3507 17th Ave NW, Rochester, MN 55901.