With the innovation and breakthrough of key technologies in smart medicine, actively exploring smart emergency measures and methods with artificial intelligence as the core technology is helpful to improve the ability of emergency medical team to diagnose and treat acute and critical diseases. This paper reviews the application status of artificial intelligence in pre-hospital and in-hospital diagnosis and treatment capabilities and system construction, expounds on the challenges it faces and possible coping strategies, and provides a reference for the in-depth integration and development of “artificial intelligence + emergency medicine” education, research and production during the new wave of scientific and technological revolution.
Objective According to characteristics of the wounded, we discussed the key points of Triage Algorithm during the large scale disasters occurring. It will provide some suggestion for establ ishment the triage process, matching with reasonable medical resources on time and making medical care promotion. Method Analysis the data of patients sent to emergency department of West China Hospital in different periods after temblor, and make conclusion on alternation of the triage process. Result A total of 2621 wounded people have been treated in West China Hospital three weeks after earthquake. The severity of patients in a seimic disaster sent to hospital changed as time went on. The percentage of skin and soft tissue injuries and l imbs fractures is 45%. The percentage of crush injury is 4.3%. There are five cases of gas gangrene and none of hospital cross-infection. Conclusion Triage the victims after earthquake dynamically increases the survival rate and decreases the mortal ity and overtriage rate, the key process of triage systems should be modified dynamically with characters alternation of the victims after China Wenchuan earthquake, the rescue level and effect can be made progress.
目的 探讨血清降钙素原（PCT）、C反应蛋白（CRP）与急性生理及慢性健康评分标准Ⅱ（APACHE Ⅱ）评分在转诊肺炎合并脓毒症患者诊断中的相关性，以寻找更为简洁、快速判断其病情严重程度的指标。 方法 2009年1月－2010年12月，选取178例转诊肺炎合并脓毒症患者并进行脓毒症分级，对其进行血清PCT和CRP测定，并与APACHE Ⅱ评分及预后进行相关性分析。 结果 严重脓毒症组及脓毒性休克组患者血清PCT、CRP水平与APACHE Ⅱ评分较全身炎症反应综合征组及脓毒症组高（P＜0.05）；30 d内死亡的患者其血清PCT、CRP水平及APACHEⅡ评分较存活组明显增高（P＜0.05）；转诊肺炎合并脓毒症患者血清PCT与APACHE Ⅱ评分呈正相关（r=0.683，P=0.023），与血清CRP水平呈较弱的正相关（r=0.272，P=0.037）。 结论 对转院肺炎合并脓毒症患者进行血清PCT和CRP测定，对病情评估具有一定临床价值，特别是PCT可作为对转诊肺炎合并脓毒症患者病情程度判断的重要指标，为早期干预及治疗提供依据，值得临床推广应用。
Objective To explore factors affecting the shunt safety of patients in emergency intensive care unit (EICU), construct a shunt safety evaluation model, and evaluate its prediction effectiveness, so as to provide a theoretical basis for the decision-making of shunt safety in EICU. Methods The demographic data, vital signs, laboratory examinations and other indicators of patients transferred to the general ward from the EICU of West China Hospital of Sichuan University from 0:00 on August 1, 2019 to 23:59 on May 31, 2021 were collected and analyzed. The short-term poor prognosis after being transferred out of the EICU was regarded as the end-point event. Of the patients, 70% were randomly selected as the model construction cohort, and 30% were the model validation cohort. In the model construction cohort, multivariate logistic regression analysis was used to screen the influencing factors affecting shunt safety, and the shunt safety evaluation model of patients in EICU was constructed. In the validation cohort, receiver operating characteristic curve was used to evaluate the effectiveness of the model in evaluating the shunt safety of patients in EICU. Results A total of 582 patients were included, of whom 59 patients (10.1%) had a poor short-term prognosis. Multivariate logistic regression analysis showed that the patients’ respiratory rate when leaving the EICU [odds ratio (OR)=0.863, 95% confidence interval (CI) (0.794, 0.938), P=0.001], Glasgow Coma Scale scores [OR=1.575, 95%CI (1.348, 1.841), P<0.001], albumin [OR=1.137, 95%CI (1.008, 1.282), P=0.036], prothrombin time [OR=0.956, 95%CI (0.914, 1.000), P=0.048] were the influencing factors of shunt safety. Based on the above indicators, a shunt safety evaluation model for patients in EICU was created. The area under the curve for the shunt safety assessment model to predict poor short-term prognosis was 0.815, the best cut-off value was 4 points, the sensitivity was 93.3%, and the specificity was 61.5%. Conclusions The patients’ respiratory rate when leaving EICU, Glasgow Coma Scale scores, albumin and prothrombin time are factors affecting the shunt safety for patients in EICU. The shunt safety assessment model can better predict the short-term poor prognosis of patients transferred from EICU to general ward.
Objective To provide a disaster triage method by analyzing the data of the hospital transferring casualties after Wenchuan earthquake. Method The data of the patients’ admission and hospital transferring in the West China Hospital were collected after the earthquake in two weeks. Moreover, the reason and the method of the hospital transferring were analyzed. Result In the first two weeks since the earthquake struck Wenchuan, the number of the available bed for earthquake patients in West China Hospital was 124 per day, but in the 2 227 earthquake patients treated, 1 181 patients were admitted. Comparing with the number of the total hospitalized, the percentage is 53.03%. The hospital was overloaded. After a reasonable hospital transference, the daily number of inpatients was stable and all the patients were treated sufficiently. Conclusion After a natural disaster, an effective administration transferring patients to suitable medical recourse should be performed, so that more right treatments should be given to more right patients in the right time and right place.
ObjectiveTo investigate the prognostic value of acute kidney injury (AKI) in patients with severe pneumonia complicated with sepsis.MethodsWe retrospectively analyzed the demographic data, vital signs, laboratory examination and other data of 462 patients with severe pneumonia complicated with sepsis in the Department of Emergency West China hospital, Sichuan University from July 2015 to June 2016, as well as the 7-day and 28-day mortality, 28-day mechanical ventilation rate and 28-day intensive care unit (ICU) hospitalization rate. Multivariate logistic regression analysis was used to determine the correlation between AKI and 28-day mortality in patients with severe pneumonia complicated with sepsis at admission.ResultsA total of 462 patients with severe pneumonia complicated with sepsis were retrospectively enrolled in this study. AKI patients at admission had a higher proportion of 7-day (24.6% vs. 9.7%, P<0.001) and 28-day mortality (44.3% vs. 21.2%, P<0.001), 28-day mechanical ventilation rate (63.9% vs. 45.9%, P=0.009) and 28-day ICU admission rate (65.6% vs. 39.4%, P<0.001) than non-AKI patients. There was a significant difference between the two groups (P<0.05). The scores of systemic infection-related organ failure assessment and acute physiology and chronic health evaluationⅡof AKI patients at admission were significantly higher than those of non-AKI patients at admission (P<0.05). Multivariate logistic regression analysis showed that AKI at admission was an independent risk factor for 28-day mortality in patients with severe pneumonia complicated with sepsis [odds ratio: 2.266, 95% confidence interval (1.058, 4.854), P=0.035].ConclusionAKI at admission is helpful for identifying high-risk pneumonia patients complicated with sepsis, and thus may guide the clinical managements of precise medicine.
Objective To investigate the efficacy on clinical condition assessment and the safety of ultrasound-guided osteofascial chamber puncture manometry in evaluating the pressure of the osteofascial chamber in patients with venomous snake bites. Methods Patients with venomous snake bites admitted to the Department of Emergency Medicine of West China Hospital of Sichuan University between April 2021 and January 2023 were prospectively included, and their basic information, physiological indicators (heart rate, blood pressure), laboratory examination indicators, physical signs, treatment methods and prognosis were collected. The patients whose extremal pressure was measured by osteofascial chamber puncture under ultrasound guidance were selected as the manometry group. Patients who were bitten by venomous snakes at the same time without puncture pressure measurement were randomly selected as the control group at a ratio of 1∶1. The bleeding, infection, nerve injury, length of hospital stay and long-term prognosis of the two groups were compared to explore the safety of ultrasound-guided osteofascial chamber puncture manometry. The correlation between the pressure measured in the manometry group and creatine kinase (a representative index of acute poisoning severity score) was analyzed to explore the efficacy of ultrasound-guided osteofascial chamber puncture manometry in evaluating the disease. Results There was no significant difference between the manometry group and the control group in new or aggravated infection, bleeding, nerve injury (such as numbness and anesthesia), hospital treatment time, final detumescence time of the affected limb, or final adverse prognosis (P>0.05). There was a positive correlation between the measured pressure and creatine kinase (rs=0.286, P=0.002). Conclusions The higher pressure measured by ultrasound-guided osteofascial chamber puncture manometry is, the more serious the poisoning condition may be. In addition, ultrasound-guided osteofascial chamber puncture manometry does not prolong the hospital time of patients or the final swelling reduction time of the affected limb, and does not increase the incidence of bleeding, infection, nerve damage or eventual adverse prognosis events. It has clinical practicability and feasibility.