Interpretable time-series neural turing machine for prognostic prediction of patients with type 2 diabetes in physician-pharmacist collaborative clinics.

Abstract

Authors

• Jie Xiao
  Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China; Institute of Clinical Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China.
• Bin Chen
  Department of Otorhinolaryngology, Shanghai Sixth People's Hospital, Shanghai Jiao Tong University, Shanghai 200233, China.
• Lei Chen
  Department of Chemistry, Stony Brook University Stony Brook NY USA.
• Qing Wang
  School of Chemistry and Chemical Engineering, Southwest Petroleum University, Chengdu 610500, China. qwang@163.com.
• Shenglan Tan
  Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China; Institute of Clinical Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China.
• Haiyan Yuan
  Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China; Institute of Clinical Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China.
• Daxiong Xiang
  Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China; Institute of Clinical Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China.
• Bikui Zhang
  Department of Clinical Pharmacy, The Second Xiangya Hospital of Central South University, Changsha, China.
• Xia Li
  Research Center for Macromolecules and Biomaterials, National Institute for Materials Science (NIMS), Tsukuba, Ibaraki, Japan.
• Shuting Huang
  School of Information Engineering, Guangdong University of Technology, Guangzhou, China.
• Yuhan Tan
  Institute of Life-Course and Medical Sciences, Faculty of Health and Life Sciences, William Henry Duncan Building, University of Liverpool, Liverpool, UK.
• Yining Cheng
  Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China; Institute of Clinical Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China.
• Wenzheng Xie
  Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China; Institute of Clinical Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, China.
• Ping Xu
  Department of Pharmacy, the Second Xiangya Hospital, Central South University, NO139, Renmin Road, Changsha, Hunan 410011, China.

Keywords

External Resources