Long Short-Term Memory Network for Development and Simulation of Warfarin Dosing Model Based on Time Series Anticoagulant Data

• Yun Kuang,
• Yaxin Liu,
• Qi Pei,
• Xiaoyi Ning,
• Yi Zou,
• Liming Liu,
• Long Song,
• Chengxian Guo,
• Yuanyuan Sun,
• Kunhong Deng,
• Chan Zou,
• Dongsheng Cao,
• Dongsheng Cao,
• Yimin Cui,
• Yimin Cui,
• Chengkun Wu,
• Guoping Yang,
• Guoping Yang,
• Guoping Yang,
• Guoping Yang

Affiliations

Yun Kuang

Center of Clinical Pharmacology, The Third Xiangya Hospital, Central South University, Changsha, China

Yaxin Liu

XiangYa School of Pharmaceutical Sciences, Central South University, Changsha, China

Qi Pei

Department of Pharmacy, The Third Xiangya Hospital, Central South University, Changsha, China

Xiaoyi Ning

Center of Clinical Pharmacology, The Third Xiangya Hospital, Central South University, Changsha, China

Yi Zou

School of Mathematics and Statisics, Central South University, Changsha, China

Liming Liu

Department of Cardiovascular Surgery, The Second Xiangya Hospital, Central South University, Changsha, China

Long Song

Department of Cardiovascular Surgery, The Second Xiangya Hospital, Central South University, Changsha, China

Chengxian Guo

Center of Clinical Pharmacology, The Third Xiangya Hospital, Central South University, Changsha, China

Yuanyuan Sun

Center of Clinical Pharmacology, The Third Xiangya Hospital, Central South University, Changsha, China

Kunhong Deng

Center of Clinical Pharmacology, The Third Xiangya Hospital, Central South University, Changsha, China

Chan Zou

Center of Clinical Pharmacology, The Third Xiangya Hospital, Central South University, Changsha, China

Dongsheng Cao

XiangYa School of Pharmaceutical Sciences, Central South University, Changsha, China

Dongsheng Cao

Hunan Key Laboratory of Diagnostic and Therapeutic Drug Research for Chronic Diseases, Central South University, Changsha, China

Yimin Cui

Institute of Clinical Pharmacology, Peking University First Hospital, Beijing, China

Yimin Cui

Department of Pharmacy, Peking University First Hospital, Beijing, China

Chengkun Wu

State Key Laboratory of High Performance Computing, Institute for Quantum Information, College of Computer Science and Technology, National University of Defense Technology, Changsha, China

Guoping Yang

Center of Clinical Pharmacology, The Third Xiangya Hospital, Central South University, Changsha, China

Guoping Yang

XiangYa School of Pharmaceutical Sciences, Central South University, Changsha, China

Guoping Yang

Hunan Key Laboratory of Diagnostic and Therapeutic Drug Research for Chronic Diseases, Central South University, Changsha, China

Guoping Yang

0National-Local Joint Engineering Laboratory of Drug Clinical Evaluation Technology, Changsha, China