Integrative habitat analysis and multi-instance deep learning for predictive model of PD-1/PD-L1 immunotherapy efficacy in NSCLC patients: a dual-center retrospective study.

Abstract

Authors

• Xiaoxiao Huang
  Department of medical laboratory, Affiliated Hangzhou Xixi Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang province, PR China.
• Xiaoxin Huang
  School of Finance and Trade, Wenzhou Business College, Wenzhou, Zhejiang 325035, China.
• Yurun Xie
  Department of Surgery, Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, Guangxi, China.
• Kui Wang
  The Department of Mechanical Engineering, The University of Hong Kong, Pokfulam, Hong Kong.
• Housheng Bai
  Medical Imaging Center, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, China.
• Ruiling Ning
  Department of Lung Cancer, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, China.
• Xiqi Zhu
  Department of Radiology, Affiliated Hospital of Youjiang Medical University for Nationalities, 533000, Baise, China (Q.W., C.H., J.Z., Z.Z., X.Z.); Life Science and clinical Medicine Research Center, Affiliated Hospital of Youjiang Medical University for Nationalities, 533000, Baise, China (C.H., X.Z.). Electronic address: xiqi.zhu@163.com.
• Deyou Huang
  Department of Radiology, Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, Guangxi, China.
• Guanqiao Jin
  Department of Radiology, Guangxi Medical University Cancer Hospital, Guangxi Clinical Research Center for Imaging Medicine, Guangxi Clinical Key Specialty (Medical Imaging), Key Discipline Development Program (Medical Imaging), Affiliated Cancer Hospital of Guangxi Medical University, Nanning, China.

Keywords

External Resources