Deep Learning Features Improve the Performance of a Radiomics Signature for Predicting KRAS Status in Patients with Colorectal Cancer.

Abstract

Authors

• Xiaomei Wu
• YaJun Li
  Department of Electronics and Information Engineering, Shunde Polytechnic, Foshan 528300, China.
• Xin Chen
  University of Nottingham, Nottingham, United Kingdom.
• Yanqi Huang
  Department of Radiology, Guangdong General Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan Er Road, Guangzhou, 510080, China.
• Lan He
  Department of Radiology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan Er Road, Guangzhou, Guangdong Province, China.
• Ke Zhao
  Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.
• Xiaomei Huang
  Department of Radiology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan Er Road, Guangzhou, Guangdong Province, China; Southern Medical University, Guangzhou, Guangdong Province, PR China.
• Wen Zhang
  Oil Crops Research Institute, Chinese Academy of Agricultural Sciences Wuhan 430062 China peiwuli@oilcrops.cn zhangqi521x@126.com +86-27-8681-2943 +86-27-8671-1839.
• Yucun Huang
  Southern Medical University, Guangzhou, Guangdong Province, PR China.
• Yexing Li
  Department of Radiology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan Er Road, Guangzhou, Guangdong Province, China; Shantou University, Shantou, Guangdong Province, PR China.
• Mengyi Dong
  Department of Radiology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan Er Road, Guangzhou, Guangdong Province, China; Southern Medical University, Guangzhou, Guangdong Province, PR China.
• Jia Huang
  Shanghai Lung Tumor Clinical Medical Center, Shanghai Chest Hospital, Shanghai Jiao Tong University (SJTU), Shanghai 200030, China.
• Ting Xia
  School of Medicine, South China University of Technology, Guangzhou, Guangdong Province, China; Department of Radiology, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan Er Road, Guangzhou, Guangdong Province, China.
• Changhong Liang
  Department of Radiology, Guangdong General Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan Er Road, Guangzhou, 510080, China.
• Zaiyi Liu
  Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.

Keywords

External Resources