The intensive care unit (ICU) is a highly equipment-intensive area with a wide variety of medical devices, and the accuracy and timeliness of medical equipment data collection are highly demanded. The integration of the Internet of Things (IoT) into ICU medical devices is of great significance for enhancing the quality of medical care and nursing, as well as for the advancement of digital and intelligent ICUs. This study focuses on the construction of the IOT for ICU medical devices and proposes innovative solutions, including the overall architecture design, devices connection, data collection, data standardization, platform construction and application implementation. The overall architecture was designed according to the perception layer, network layer, platform layer and application layer; three modes of device connection and data acquisition were proposed; data standardization based on Integrating the Healthcare Enterprise-Patient Care Device (IHE-PCD) was proposed. This study was practically verified in the Chinese People’s Liberation Army General Hospital, a total of 122 devices in four ICU wards were connected to the IoT, storing 21.76 billion data items, with a data volume of 12.5 TB, which solved the problem of difficult systematic medical equipment data collection and data integration in ICUs. The remarkable results achieved proved the feasibility and reliability of this study. The research results of this paper provide a solution reference for the construction of hospital ICU IoT, offer more abundant data for medical big data analysis research, which can support the improvement of ICU medical services and promote the development of ICU to digitalization and intelligence.
Objective To explore the nurses’ cognition of busyness in intensive care unit (ICU), summarize the main busy scenes, and provide strategies for solving problems of busyness. Methods Nurses in three ICU departments of Shanghai Oriental Hospital were selected by purpose sampling method from September 2020 to January 2021. Face-to-face semi-structured in-depth interviews were conducted with nurses. The interview data were analyzed and thematically refined using the method of Colaizzi data analysis. Results A total of 10 nurses were interviewed, including 8 general nurses and 2 head nurses, all of whom were women. The cognition of busyness covered three elements: explosively increased workload, time pressure, and overwhelming information from multiple sources. Busy scenes included four themes: large amount of patients, critical conditions of patients, unstable conditions of patients, and frequent service transfer among different medical divisions. Conclusions According to the three elements of nurses’ cognition of busyness and scenes of it, nursing managers can put forward corresponding solutions. This can retain or attract more nurses to work in ICU and provide better services for patients.
Objective To investigate the drug resistance and homogeneous analysis of Acinetobacter baumanii in emergency intensive care unit ( EICU) . Methods Four multidrug-resistant Acinetobacter baumannii ( MDR-Ab) strains isolated fromnosocomial inpatients fromJuly 25 to September 7 in 2009 were collected and tested for drug sensitivity and MIC determination as well. The A. baumannii isolates were typed with pulsed-field gel electrophoresis ( PFGE) to determine whether they derived fromthe same clone.Results Four isolates from nosocomial inpatients were resistant to multiple antibiotics including carbapenem. The PFGE types identified from four isolates were A and B. The A. baumannii isolates did not derived from the same clone. Conclusion The prevalence of nosocomial infection is not due to transmission of the same strains among different individuals in EICU.
ObjevtiveThe morbidity of intensive care unit-acquired swallowing disorder (ICU-ASD) was clarified through meta-analysis by synthesizing previous evidence, in order to provide an evidence-based basis for early identification and intervention of ICU-ASD. Methods A computerized search of PubMed, Embase, Web of Science, The Cochrane Library, CHINAL, China Knowledge Network, Wanfang Data Knowledge Service Platform, and Chinese Science and Technology Journal Database was conducted to retrieve the relevant literature on the morbidity of ICU-ASD published in China and abroad from the database establiment to December 2022. Considering the quality of the included literature, the Chinese database excluded master's theses and non-core journals. Meta-analysis of morbidity was performed using Stata 12.0. Results A total of 19 papers, including 4291 patients, were included. Meta-analysis showed that the overall morbidity of ICU-ASD was 36% [95% confidential interval (CI) 26% - 46%; I2=97.62%, P<0.01]. Subgroup analyses showed that the morbidity of ICU-ASD in Asian, European, South American, and North American was 39% (95%CI 28% - 50%), 23% (95%CI 8% - 44%), 52% (95%CI 46% - 57%), and 39% (95%CI 20% - 61%), respectively; and that the morbidity of male and female ICU-ASD was 36% (95%CI 24% - 48%) and 33% (95%CI 22% - 45%), respectively; the morbidity of ICU-ASD was 41% (95%CI 30% - 52%) and 31% (95%CI 18% - 44%) in the patients with and without hypertension, respectively; the morbidity of ICU-ASD was 58% (95%CI 42% - 73%) and 51% (95%CI 36% - 66%) in the patients with and without respiratory disease respectively; the morbidity of ICU-ASD in the patients with and without diabetes mellitus was 37% (95%CI 24% - 51%) and 39% (95%CI 28% - 51%), respectively; the morbidity of ICU-ASD in the patients with and without renal disease was 40% (95%CI 23% - 59%) and 35% (95%CI 24% - 46%), respectively; the morbidity of ICU-ASD in the patients with intubation caliber ≤7.5 mm and >7.5 mm was 31% (95%CI 19% - 45%) and 37% (95%CI 22% - 54%), respectively; the morbidity of ICU-ASD in the patients with and without heart failure was 58% (95%CI 30% - 84%) and 36% (95%CI 23% - 51%), respectively; and the morbidity of ICU-ASD in patients with and without arrhythmia was 36% (95%CI 11% - 65%) and 31% (95%CI 21% - 42%), respectively; the morbidity of ICU-ASD in the patients with and without neurologic disease was 48% (95%CI 24% - 72%) and 34% (95%CI 15% - 57%), respectively. Begg's test P<0.05, Egger's test P<0.05, suggesting publication bias in the study, and the cut-and-patch method corrected for an overall incidence result of 27% (95%CI 18% - 36%). Conclusions Meta-analysis reveals an overall morbidity of 36% for ICU-ASD and 27% for the cut-and-patch correction. Subgroup analysis reveals that the morbidity of ICU-ASD is significantly higher in patients with hypertension, heart failure, and neurological disorders than in patients without these disorders. Current evidence suggests that the prevalence of ICU-ASD is high and needs to be taken seriously. Timely screening and assessment of swallowing disorders is recommended for intensive care unit patients, especially those with hypertension, heart failure, and neurological disorders.
Objective To identify the predictors of prolonged stay in the intensive care unit (ICU) in patients undergoing surgery for acute aortic dissection type A. Methods We retrospectively analyzed the clinical data of 80 patients who underwent surgery for acute aortic dissection type A in Qingdao Municipal Hospital from December 2009 through December 2013. The mean age of the patients was 48.9±12.5 years, including 54 males (67.5%) and 26 females (32.5%). The patients were divided into two groups based on their stay time in the ICU. Prolonged length of ICU stay was defined as 5 days or longer time in the ICU postoperatively. There were 67 patients with length of ICU stay shorter than 5 days, 13 patients with length of ICU stay 5 days or longer time. Univariate and multivariate analysis (logistic regression) were used to identify the predictive risk factors. Results The length of ICU stay was 63.2±17.4 hours and 206.9±25.4 hours separately. Overall in-hospital mortality was 3.0% and 15.4% respectively in the two groups. In univariate analyses, there were statistically significant differences with respect to the age, the European system for cardiac operative risk evaluation (EuroSCORE), the preoperative D-dimmer level, total cardiopulmonary bypass (CPB) time, deep hypothermic circulatory arrest (DHCA), inotropes and occurrence of postoperative stroke, acute renal failure and acute respiratory failure, ICU stay duration and hospital stay duration between the patients with length of ICU stay shorter than 5 days and longer than 5 days. Multivariate logistic analysis showed that CPB time, occurrence of postoperative stroke, acute renal failure, or acute respiratory failure were independent predictors for prolonged ICU stay. Conclusion The incidence of prolonged ICU stay is high after surgery for acute aortic dissection type A. It can be predicted by CPB time, occurrence of postoperative stroke, acute renal failure, and acute respiratory failure were independent predictors for prolonged ICU stay. For patients with these risk factors, more perioperative care strategies are needed in order to shorten the ICU stay time.
ObjectiveTo carry out targeted surveillance on ventilator-associated pneumonia (VAP) newly defined by the Centers for Disease Control and Prevention of the United States in 2013, and to understand its applicability and influence on the prognosis, and infection rate and risk factors of the disease. MethodsTargeted surveillance was carried out on all patients receiving mechanical ventilation in the general ICU of our hospital between January and December 2014. VAP infection rate was studied, and patients were divided into groups based on the development of the disease. SPSS 18.0 was used for statistical analysis of the prognostic indicators. ResultsA total of 885 patients received mechanical ventilation and were monitored, 31 of whom had VAP. The VAP case infection rate was 3.5% and its daily infection rate was 3.9‰. The results of multiple factors regression analysis showed that age (OR=1.025, P=0.025) and combining other types of hospital infection (OR=4.874, P<0.001) were independent risk factors for the development of VAP. VAP was the independent risk factor for both length of stay in the ICU and length of mechanical ventilation (P<0.001), but it was not the independent risk factor for mortality in the ICU (P=0.515). ConclusionThe applicability of the newly defined ventilator-associated pneumonia may be under restrictions in developing countries. It may influence the outcomes of patients by prolonging the length of stay in ICU and the length of mechanical ventilation.
ObjectiveTo explore the effect of early enteral nutrition (EEN) on immune status of patients in intenseive care unit (ICU). MethodsA prospective control study was conducted from July 2011 to December 2012, and 80 patients after trauma and surgery were admitted to ICU. The Patients were divided into EEN group and normal enteral nutrition (NEN) group randomly. Enteral nutrition in EEN group began within 24 hours after admitted to ICU, while within 48 hours in NEN group. ResultsIn 80 patients, 78(37 in EEN group and 41 in NEN group) completed the end point. The baseline in two groups was consistent (P>0.05). The indicators of lymphocyte, IgA, IgG, IgM and CD4+, CD8+, natural kill cell and pre-albumin values in EEN group were higher than those in NEN group (P<0.05). The incidence of diarrhea (8.1%, 26.8%) and infection of wound (2.7%, 17.1%) in EEN were less than those in NEN group. The hospitalization duration in ICU in EEN group[(7.94±3.72) days] was also shorter than that in NEN group[(10.62±3.14) days]. ConclusionEarly enteral nutrition improves immune function and nutrition status in ICU patients; it also protects gut barrier function and reduces the ICU hospitalization duration.
ObjectiveTo explore the safety of ventilator support in hyperbaric oxygen chamber and the prevention of related complications.MethodsFrom July 2016 to December 2018, there were 127 intensive care unit patients underwent hyperbaric oxygen therapy with ventilator. Medical professionals in hyperbaric medicine or intensive care medicine were arranged to accompany the patients in the treatment process, to observe the patients’ condition changes closely, monitor their heart rate, respiration, blood pressure, and oxygen saturation, and perform sputum suction at any time if needed and monitor the airway peak pressure change to prevent pneumothorax.ResultsDuring the process of hyperbaric oxygen therapy, 13 patients (10.24%) were treated with analgesia/sedation for patient-ventilator asynchrony, 4 patients (3.15%) exited the champer emergently for acute left heart failure, 3 patients (2.36%) had epileptic seizures, 3 patients (2.36%) had aspiration, and 1 patient (0.79%) had breath and cardiac arrest. After emergency treatment, all the patients returned to the ward safely.ConclusionDuring the treatment of hyperbaric oxygen therapy for intensive care unit patients with ventilator, the accompany of qualified professionals in hyperbaric medicine or intensive care medicine in the hyperbaric oxygen chamber can treat the patients’ symptoms timely and reduce the risk greatly.
Objective To formulate an evidence-based nursing scheme of eye care for an unconscious patient undergoing mechanical ventilation with eye complication. Methods Under the principle of PICO, the issue was put forward aiming directly at patient’s clinical manifestations, and the following databases as The Cochrane Library (Issue 12, 2011), PubMed (January 1980 to November 2011), EMbase (1974 to 2011) and CBM (1978 to 2011) were searched. Results A total of 3 guidelines, 2 systematic reviews and 9 randomized controlled trials (RCTs) were included. The evidence showed that eye cleaning was the very important part of eye care, and the commonly-used cleaning or rinsing solutions were saline and sterile water. Both moist cover and lubricating eye drops / ointment were used to prevent dryness in the eyes. For instance, polyethylene moisture covers could effectively prevent corneal abrasion, and lubricating eye drops / ointment were beneficial to eye observation, so these two methods needed to be properly selected in combination with patient’s conditions. Nurses had to assess the ability of the patient to close eyelids daily and helped the patient to close eyes, but the passive eyelids closure was inferior to the artificial tear ointment in the effect on preventing corneal abrasions; the integrated intervention of maintaining eyelids closure and forming eyeballs moisture chamber was more effective to prevent eye complications. According to the available evidence mentioned herein and the patient’s conditions, the following nursing scheme of eye care was formulated: cleaning the eyelids and peripheral skin using 0.9% saline gauze, covering the eyes with sterile polyethylene films which were fixed by anti-allergic adhesive tapes, changing the dressing every 12 hours, and observing closure of the eyelids every day. Seven days later, eye symptoms got obviously improved, with decreasing secretion, without congestion and chemosis, and negative results of fluorescein staining test. Conclusion Eye cleaning removes secretion and bacteria from the eyes. Polyethylene film prevents tear from evaporation and fully promotes the immune function of tears which can reduce the risk of infection. Eyelids closure and local moisture environment benefit the corneal epithelial repair.
Objective To analyze the etiology, risk factors, and prognosis of late-onset hospitalacquired pneumonia ( L-HAP) in respiratory ICU. Methods In this retrospective case control study, 30 L-HAP patients and 30 patients without HAP in respiratory ICU were enrolled to investigate the features and risk factors of L-HAP. Stratification was made according to the onset time of L-HAP. The etiology and pathogen distribution at each stage were described and analyzed. Results Univariate analysis revealed thatunconsciousness, aspiration, mechanical ventilation, hypoalbuminemia, and long-term use of proton pump inhibitor were significantly associated with L-HAP. Logistic regression analysis revealed that mechanical ventilation( OR = 8. 7) and hypoalbuminemia ( OR = 20. 4) were independent risk factors for L-HAP. The L-HAP patients had longer stay in hospital, long-termantibiotic use, and higher mortality compared with the patients without HAP. For the patients whose L-HAP onset time within 6-14 days, the dominated pathogens were Acinetobacter baumannii and Klebsiella pneumonia. For those within 15-28 days, the dominated pathogens were Pseudomonas aeruginosa, Acinetobacter baumanni, and Staphylococcus aureus. For those beyond 29 days, the dominated pathogens were Pseudomonas aeruginosa and Stenotrophomonas maltophilia. Conclusions Mechanical ventilation and hypoalbuminemia are independent risk factors for L-HAP. The pathogen features of L-HAP are quite different at different inhospital stage.