Machine Learning Classification of Mild Traumatic Brain Injury Using Whole-Brain Functional Activity: A Radiomics Analysis.

Journal: Disease markers
Published Date: Nov 18, 2021

Abstract

OBJECTIVES: To investigate the classification performance of support vector machine in mild traumatic brain injury (mTBI) from normal controls.

Authors

  • Xiaoping Luo
    Department of Pediatrics, Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
  • Dezhao Lin
    Department of Emergency, Wenzhou Chinese Medicine Hospital, Wenzhou, 325000 Zhejiang, China.
  • Shengwei Xia
    Department of Radiology, Wenzhou Chinese Medicine Hospital, Wenzhou, 325000 Zhejiang, China.
  • Dongyu Wang
    Department of Radiology, Wenzhou Chinese Medicine Hospital, Wenzhou, 325000 Zhejiang, China.
  • Xinmang Weng
    Department of Radiology, Wenzhou Chinese Medicine Hospital, Wenzhou, 325000 Zhejiang, China.
  • Wenming Huang
    Department of Radiology, Wenzhou Chinese Medicine Hospital, Wenzhou, 325000 Zhejiang, China.
  • Hongda Ye
    Department of Radiology, Wenzhou Chinese Medicine Hospital, Wenzhou, 325000 Zhejiang, China.

Keywords

External Resources

Popular Topics
Recent Journals