High-accuracy automatic classification of Parkinsonian tremor severity using machine learning method.

Journal: Physiological measurement
Published Date:

Abstract

MOTIVATION: Although clinical aspirations for new technology to accurately measure and diagnose Parkinsonian tremors exist, automatic scoring of tremor severity using machine learning approaches has not yet been employed.

Authors

  • Hyoseon Jeon
    The Interdisciplinary Program for Bioengineering, Seoul National University, Seoul, Republic of Korea.
  • Woongwoo Lee
  • Hyeyoung Park
  • Hong Ji Lee
  • Sang Kyong Kim
  • Han Byul Kim
  • Beomseok Jeon
  • Kwang Suk Park