2023 Huazhong Cup Question A (Answer)
Introduction to the competition
The 15th "Huazhong Cup" Mathematical Modeling Challenge for College Students (hereinafter referred to as the competition) officially opened for registration on March 13. The purpose of holding the competition is to enhance students' understanding of mathematical science theory and application value, and to cultivate students' sense of innovation and team spirit. The competition is sponsored by Hubei Society of Industrial and Applied Mathematics, organized by Teddy Intelligent Technology (Wuhan) Co., Ltd., Wuhan University, Huazhong University of Science and Technology, Central China Normal University, Zhongnan University of Economics and Law, Huazhong Agricultural University, China University of Geosciences, Wuhan University of Technology, Co-organized by Hubei University and Wuhan University of Science and Technology.
Question A
Try to study the following questions based on the data and related materials provided in the attachment:
Question 1: Regarding the intraoperative and postoperative 24h adverse reactions, whether there are significant differences between the new drug group and the original drug group; can an effective mathematical model be established, according to The basic information of the patient and the types of sedative drugs are used to predict the adverse reactions of the patients during the operation and 24 hours after the operation.
Question 2: Whether there is a significant difference in vital sign data between the new drug group and the original drug group; if there is a significant difference, can it be
determined whether it is caused by the new drug or other factors.
Question 3. Clinical experience shows that the IPI data within 3 minutes after administration plays a decisive role in the subsequent recovery of the disease. Try to
predict the IPI data within 3 minutes after administration based on medication information and patient information.
Question 4. Postoperative satisfaction is related to many factors, including nursing care, degree of physical recovery, etc., and even some factors cannot be observed
. Based on the available data, is it possible to identify which factors are associated with postoperative satisfaction? What kind of relationship.
Attachment description:
- Annex 1 provides a clinical trial study comparing the new drug "Drug R" with the original drug "Drug B"