A combined model integrating radiomics and deep learning based on multiparametric magnetic resonance imaging for classification of brain metastases.

Abstract

Authors

• Bo Zhang
  Department of Clinical Pharmacology, Key Laboratory of Clinical Cancer Pharmacology and Toxicology Research of Zhejiang Province, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310006, PR China.
• Jinling Zhu
  Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, Guangdong, 510000, China.
• Ruizhe Xu
  Department of Radiotherapy & Oncology, The Second Affiliated Hospital of Soochow University, Suzhou, 215004, China.
• Li Zou
  State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, 650223, Yunnan, China.
• Yixin Lian
  Department of Respiratory & Critical Care Medicine, The Second Affiliated Hospital of Soochow University, Suzhou, PR China.
• Xin Xie
  School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, 200093, PR China.
• Ye Tian
  State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics and Center for Molecular Imaging and Translational Medicine, School of Public Health, Xiamen University, Xiamen, 361102, China.

Keywords

External Resources