Deep learning models for the prediction of acute postoperative pain in PACU for video-assisted thoracoscopic surgery.

Background: Postoperative pain is a prevalent symptom experienced by patients undergoing surgical procedures. This study aims to develop deep learning algorithms for predicting acute postoperative pain using both essential patient details and real-time vital sign data during surgery.

Methods: Through a retrospective observational approach, we utilized Graph Attention Networks (GAT) and graph Transformer Networks (GTN) deep learning algorithms to construct the DoseFormer model while incorporating an attention mechanism.

Ferulic Acid Dimers as Potential Antiviral Agents by Inhibiting TMV Self-Assembly.

A series of ferulic acid dimers were designed, synthesized, and evaluated for anti-TMV activity. Biological assays demonstrated that compounds , , and displayed excellent inactivating against tobacco mosaic virus (TMV) with EC values of 62.8, 94.

Reflections on training and teaching modes for anesthesia monitoring nurses in China.

Objective: The purpose of this scoping review was to map and identify studies describing the current state of research and teaching methods and evaluation systems for nurse anesthetists within China.

Design: A wide-ranging search of multiple databases and gray literature was performed according to JBI criteria, employing predefined selection criteria and following PRISMA guidelines.

Methods: This scoping review included studies published between 1988 and 2021 that explored the current state of clinical training and teaching methods for nurse anesthetists nationally and internationally.

Stress response and influencing factors among fever outpatients and children's families during normalisation of the COVID-19 epidemic: A cross-sectional study.

Aim: To examine the demographic characteristics associated with stress response of fever outpatients and children's families during normalisation of the COVID-19 epidemic and to examine the relationship between stress response, coping style and resilience.

Design: Online cross-sectional study.

Methods: A total of 541 fever clinic participants from Yiwu, China, were recruited via WeChat from February to November 2021.

Subanaesthetic dose of esketamine during induction delays anaesthesia recovery a randomized, double-blind clinical trial.

Background: Esketamine is an antagonist of the N-methyl-D-aspartate receptor (NMDA receptor) that is widely used for multimodal analgesia. In addition to analgesia, sedation is another important effect of esketamine. However, data are limited regarding the sedation effect of esketamine during general anaesthesia.