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Papers of the Week

Papers: 19 Aug 2023 - 25 Aug 2023

Clinical, Resource

Human Studies

2023 Aug 19

BMC Anesthesiol




Analgesia quality index improves the quality of postoperative pain management: a retrospective observational study of 14,747 patients between 2014 and 2021.


Wang D, Guo Y, Yin Q, Cao H, Chen X, Qian H, Ji M, Zhang J


The application of artificial intelligence patient-controlled analgesia (AI-PCA) facilitates the remote monitoring of analgesia management, the implementation of mobile ward rounds, and the automatic recording of all types of key data in the clinical setting. However, it cannot quantify the quality of postoperative analgesia management. This study aimed to establish an index (analgesia quality index (AQI)) to re-monitor and re-evaluate the system, equipment, medical staff and degree of patient matching to quantify the quality of postoperative pain management through machine learning.