A quantitative SVM approach potentially improves the accuracy of magnetic resonance spectroscopy in the preoperative evaluation of the grades of diffuse gliomas.

Abstract

Authors

• Chong Qi
  Beijing Neurosurgical Institute, Beijing Tiantan Hospital, Capital Medical University, Beijing 100050, China.
• Yiming Li
  Department of Cardiology, West China Hospital, Sichuan University, Chengdu 610041, China.
• Xing Fan
  Beijing Neurosurgical Institute, Capital Medical University, Beijing, China.
• Yin Jiang
  Beijing Neurosurgical Institute, Beijing Tiantan Hospital, Capital Medical University, Beijing 100050, China.
• Rui Wang
  Department of Clinical Laboratory Medicine Center, Inner Mongolia Autonomous Region People's Hospital, Hohhot, Inner Mongolia, China.
• Song Yang
  Key Laboratory of Pesticide Toxicology&Application Technique, College of Plant Protection, Shandong Agricultural University, Tai'an 271018, China.
• Lanxi Meng
  Beijing Neurosurgical Institute, Beijing Tiantan Hospital, Capital Medical University, Beijing 100050, China.
• Tao Jiang
  Department of Respiratory and Critical Care Medicine, Center for Respiratory Medicine, the Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, China.
• Shaowu Li
  Neurological Imaging Center, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China.

Keywords

External Resources