Neuropsychological test using machine learning for cognitive impairment screening.

Journal: Applied neuropsychology. Adult
Published Date: Jun 2, 2022

Abstract

OBJECTIVES: Neuropsychological tests (NPTs) are widely used tools to evaluate cognitive functioning. The interpretation of these tests can be time-consuming and requires a specialized clinician. For this reason, we trained machine learning models that detect normal controls (NC), cognitive impairment (CI), and dementia among subjects.

Authors

  • Chanda Simfukwe
    Department of Neurology, College of Medicine, Chung-Ang University, Seoul, South Korea.
  • SangYun Kim
    Department of Neurology, Seoul National University College of Medicine and Seoul National University Bundang Hospital, Seongnam, Korea.
  • Seong Soo An
    Department of Bionano Technology, Gachon Univerisity, Seongnam-si, South Korea.
  • Young Chul Youn
    Department of Neurology, Chung-Ang University College of Medicine, Seoul, Korea.

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