Clinical outcome prediction from analysis of microelectrode recordings using deep learning in subthalamic deep brain stimulation for Parkinson`s disease.

Journal: PloS one
PMID: 33497391

Abstract

BACKGROUND: Deep brain stimulation (DBS) of the subthalamic nucleus (STN) is an effective treatment for improving the motor symptoms of advanced Parkinson's disease (PD). Accurate positioning of the stimulation electrodes is necessary for better clinical outcomes.

Authors

  • Kwang Hyon Park
    Department of Neurosurgery, Seoul National University Hospital, Seoul, Korea.
  • Sukkyu Sun
  • Yong Hoon Lim
    Department of Neurosurgery, Seoul National University Hospital, Seoul, Korea.
  • Hye Ran Park
    Department of Neurosurgery, Soonchunhyang University Seoul Hospital, Seoul, Korea.
  • Jae Meen Lee
    Department of Neurosurgery, Pusan National University Hospital, Busan, Korea.
  • Kawngwoo Park
    Department of Neurosurgery, Gachon University Gil Medical Center, Incheon, Korea.
  • Beomseok Jeon
  • Hee-Pyoung Park
  • Hee Chan Kim
    Department of Biomedical Engineering, Seoul National University College of Medicine, Seoul, Korea.
  • Sun Ha Paek
    Department of Neurosurgery, Seoul National University Hospital, Seoul, Republic of Korea.

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