Objective To explore an artificial intelligence (AI)-based method for automated hand hygiene monitoring and to compare the effectiveness of three algorithms (UniFormerV2, TDN, C3D) in recognizing hand hygiene steps in surgical settings, thereby aiding hospital infection control. Methods From April to October 2024, we non-invasively collected 641 video recordings of healthcare staff performing hand hygiene at four-bay scrub sinks in two tertiary hospitals using overhead HD cameras. The dataset was annotated by five trained experts for model training and validation. Results Following training on 385 samples, internal validation (n=119) showed the C3D model achieved 81% accuracy, 87% recall, and an 83% F1-score. The TDN model achieved 93%, 91%, and 92% for the same metrics. The UniFormerV2 model outperformed both, with an accuracy, recall, and F1-score of 93%—an improvement of over 10 percentage points compared to traditional CNNs (TDN, C3D). It also achieved an 84% accuracy in external validation, demonstrating strong generalization. Conclusion The UniFormerV2 model is more accurate than CNN-based models for hand hygiene step recognition and shows robust performance in external validation. It presents a viable tool for healthcare facilities to enhance hand hygiene management, ultimately improving medical quality and patient safety.

Objective:To investigate the acute effects of persistent high exposure to atmospheric fine particulate matter (PM 2.5) on residents' outpatient visits for respiratory diseases. Methods:We collected daily outpatient records from 92 hospitals in 13 cities across the Beijing-Tianjin-Hebei region, along with daily PM 2.5, nitrogen dioxide (NO 2), and meteorological data from 2013 to 2018. Five persistent high PM 2.5 exposure scenarios were defined in terms of daily mean PM 2.5 concentrations (>75 μg/m 3 and >150 μg/m 3), duration (≥2 days and ≥3 days), and whether or not there was concurrent exposure to high levels of NO 2 (daily mean NO 2 concentration >50 μg/m 3). A two-stage statistical analysis strategy based on a generalized linear model was applied to conduct a time-series analysis to assess the exposure-response relationship between persistent high PM 2.5 exposure scenarios and residents' outpatient visits for a variety of respiratory diseases, and to estimate excess outpatient visits. Results:During the period, M ( Q1, Q3) PM 2.5 and NO 2 concentrations were 61.2 (42.3, 95.1) μg/m 3 and 40.2 (31.4, 54.4) μg/m 3, respectively, and the daily respiratory disease outpatient visits were 57 (52, 66) cases. When compared with non-permanent high PM 2.5 exposure periods, exposure scenarios with PM 2.5 >75 μg/m 3 and lasting for ≥2 days caused an increased risk of outpatient visits for respiratory diseases by 2.10% (95% CI: 1.44%-2.77%), and resulted in 43 787 (95% CI: 30 025-57 757) excess visits; in this scenario, the concurrent exposure to high levels of NO 2 had a greater acute effect on respiratory disease visits than the absence of exposure to high levels of NO 2 ( P<0.001). The risk of respiratory disease visits increased substantially by 4.41% (95% CI: 3.15%-5.68%) when the daily mean PM 2.5 concentration exceeded 150 μg/m 3 for ≥2 days. Subgroup disease analyses showed that scenarios with daily mean PM 2.5 concentrations exceeding 75 μg/m 3 for ≥3 days caused a significant increase in the risk of lower respiratory tract infections, chronic lower respiratory disease, and asthma visits. Conclusions:Sustained persistent high PM 2.5 exposure increases the risk of outpatient visits for various respiratory diseases; concurrent exposure to high concentrations of NO 2 leads to a greater risk of visiting the clinic, suggesting that the prevention and control of PM 2.5 pollution should be synchronized with the control of mobile source emissions, to synergistically manage the compound pollution of PM 2.5 and NO 2 in the atmosphere.

Objective:To investigate the acute effects of persistent high exposure to atmospheric fine particulate matter (PM 2.5) on residents' outpatient visits for respiratory diseases. Methods:We collected daily outpatient records from 92 hospitals in 13 cities across the Beijing-Tianjin-Hebei region, along with daily PM 2.5, nitrogen dioxide (NO 2), and meteorological data from 2013 to 2018. Five persistent high PM 2.5 exposure scenarios were defined in terms of daily mean PM 2.5 concentrations (>75 μg/m 3 and >150 μg/m 3), duration (≥2 days and ≥3 days), and whether or not there was concurrent exposure to high levels of NO 2 (daily mean NO 2 concentration >50 μg/m 3). A two-stage statistical analysis strategy based on a generalized linear model was applied to conduct a time-series analysis to assess the exposure-response relationship between persistent high PM 2.5 exposure scenarios and residents' outpatient visits for a variety of respiratory diseases, and to estimate excess outpatient visits. Results:During the period, M ( Q1, Q3) PM 2.5 and NO 2 concentrations were 61.2 (42.3, 95.1) μg/m 3 and 40.2 (31.4, 54.4) μg/m 3, respectively, and the daily respiratory disease outpatient visits were 57 (52, 66) cases. When compared with non-permanent high PM 2.5 exposure periods, exposure scenarios with PM 2.5 >75 μg/m 3 and lasting for ≥2 days caused an increased risk of outpatient visits for respiratory diseases by 2.10% (95% CI: 1.44%-2.77%), and resulted in 43 787 (95% CI: 30 025-57 757) excess visits; in this scenario, the concurrent exposure to high levels of NO 2 had a greater acute effect on respiratory disease visits than the absence of exposure to high levels of NO 2 ( P<0.001). The risk of respiratory disease visits increased substantially by 4.41% (95% CI: 3.15%-5.68%) when the daily mean PM 2.5 concentration exceeded 150 μg/m 3 for ≥2 days. Subgroup disease analyses showed that scenarios with daily mean PM 2.5 concentrations exceeding 75 μg/m 3 for ≥3 days caused a significant increase in the risk of lower respiratory tract infections, chronic lower respiratory disease, and asthma visits. Conclusions:Sustained persistent high PM 2.5 exposure increases the risk of outpatient visits for various respiratory diseases; concurrent exposure to high concentrations of NO 2 leads to a greater risk of visiting the clinic, suggesting that the prevention and control of PM 2.5 pollution should be synchronized with the control of mobile source emissions, to synergistically manage the compound pollution of PM 2.5 and NO 2 in the atmosphere.

Objective:To assess the effect of short-term exposures to atmospheric fine particulate matter (PM 2.5) and its components on cognitive function in middle-aged and older people aged 40-89 and identify key components that affect cognitive function. Methods:From October 2018 to March 2019, a cross-sectional survey of middle-aged and older people aged 40-89 was conducted across 10 cities in Beijing-Tianjin-Hebei and neighboring regions of China. Data on PM 2.5 and its components were collected from the nearest air supermonitoring stations to the residential addresses. The cognitive function was assessed using the Min-Mental State Examination (MMSE) scale. Multiple linear regression models were used to assess the effect of short-term exposures to PM 2.5 and its components on cognitive function in middle-aged and older people. The restricted cubic spline function was used to fit the exposure-response relationship between different components and changes in MMSE scores. Results:The age of the 1 978 respondents was (65.1±13.4) years, and 976 (49.34%) were males. During the study period, the daily mean concentration of PM 2.5 was (71.2±43.2) μg/m 3, and the MMSE score was (28.2±3.7). The results of the multiple linear regression model showed that short-term exposures to PM 2.5 and its components were associated with cognitive decline in middle-aged and older people after adjusting for confounding factors, and the effect was higher at lag 0-28 days. For an interquartile range (64.3 μg/m 3) increase in PM 2.5 at lag 0-28 d, the MMSE score decreased by 5.91 (95% CI: 0.04, 11.77). For an interquartile range increase in organic carbon (OC), antimony (Sb), chromium (Cr), zinc (Zn), tin (Sn), and cadmium (Cd), the MMSE scores of middle-aged and older people decreased by 5.71 (95% CI: 1.69, 9.73), 4.67 (95% CI: 2.50, 6.84), 4.49 (95% CI: 1.05, 7.92), 3.65 (95% CI: 0.89, 6.42), 2.76 (95% CI: 1.22, 4.30), and 1.72 (95% CI: 0.53, 2.92). Conclusions:Short-term exposures to atmospheric PM 2.5 and its components (OC, Sb, Cr, Zn, Sn, and Cd) are associated with cognitive decline in middle-aged and older people.

Objective:To assess the effect of short-term exposures to atmospheric fine particulate matter (PM 2.5) and its components on cognitive function in middle-aged and older people aged 40-89 and identify key components that affect cognitive function. Methods:From October 2018 to March 2019, a cross-sectional survey of middle-aged and older people aged 40-89 was conducted across 10 cities in Beijing-Tianjin-Hebei and neighboring regions of China. Data on PM 2.5 and its components were collected from the nearest air supermonitoring stations to the residential addresses. The cognitive function was assessed using the Min-Mental State Examination (MMSE) scale. Multiple linear regression models were used to assess the effect of short-term exposures to PM 2.5 and its components on cognitive function in middle-aged and older people. The restricted cubic spline function was used to fit the exposure-response relationship between different components and changes in MMSE scores. Results:The age of the 1 978 respondents was (65.1±13.4) years, and 976 (49.34%) were males. During the study period, the daily mean concentration of PM 2.5 was (71.2±43.2) μg/m 3, and the MMSE score was (28.2±3.7). The results of the multiple linear regression model showed that short-term exposures to PM 2.5 and its components were associated with cognitive decline in middle-aged and older people after adjusting for confounding factors, and the effect was higher at lag 0-28 days. For an interquartile range (64.3 μg/m 3) increase in PM 2.5 at lag 0-28 d, the MMSE score decreased by 5.91 (95% CI: 0.04, 11.77). For an interquartile range increase in organic carbon (OC), antimony (Sb), chromium (Cr), zinc (Zn), tin (Sn), and cadmium (Cd), the MMSE scores of middle-aged and older people decreased by 5.71 (95% CI: 1.69, 9.73), 4.67 (95% CI: 2.50, 6.84), 4.49 (95% CI: 1.05, 7.92), 3.65 (95% CI: 0.89, 6.42), 2.76 (95% CI: 1.22, 4.30), and 1.72 (95% CI: 0.53, 2.92). Conclusions:Short-term exposures to atmospheric PM 2.5 and its components (OC, Sb, Cr, Zn, Sn, and Cd) are associated with cognitive decline in middle-aged and older people.

OBJECTIVE To screen the prescription and preparation method of Bupleurum nanoemulsion, and evaluate its quality, study the antipyretic effect. METHODS The emulsifier and co-emulsifier of the nanoemulsion were preliminarily screened, and then the prescription was screened by pseudo-ternary phase diagram. The quality evaluation of the appearance, particle size distribution, structure type, stability and content of the prepared Bupleurum nanoemulsion was performed. Wistar rats were further randomly divided into blank control group, model control group, positive control group(aspirin group), Bupleurum nanoemulsion high-dose, medium-dose and low-dose groups(18.00, 9.00, 3.00 g·kg−1). Except for the blank control group, the pathological model of fever rats was prepared in the other groups. According to the scheduled experimental requirements, rats in each group were given the corresponding drugs. And the temperature changes of rats in each group were recorded at 0.5, 1, 1.5, 2, 3 h to observe the antipyretic effect of Bupleurum nanoemulsion. RESULTS The best prescription of Bupleurum nanoemulsion: Tween-80 6 g and n-butanol 3 g, Bupleurum extract dissolved in pure water as water phase 20 mL, Bupleurum oil as oil phase 2 g. At room temperature, the Bupleurum nanoemulsion was a yellow-brown clear and transparent liquid, O/W nanoemulsion, with an average particle size of (77.21±3.66)nm, polydispersity index of 0.28±0.04, Zeta potential of (–18.81±1.42)mV, and saikosaponin content of 3.071 mg·mL−1, with good stability. In animal experiments, compared with the model control group, the rectal temperature of aspirin group and Bupleurum nanoemulsion high-dose group was significantly lower after the first administration(P<0.01), the rectal temperature of Bupleurum nanoemulsion middle-dose group was significantly lower after the first administration 2, 3 h(P<0.01). CONCLUSION The Bupleurum nanoemulsion is transparent and stable, and it has good antipyretic effect on fever rat model.

Objective To make a system evaluation regarding the effect and safety of the"Nourishing Kidney and Activating Blood"method in the treatment of diabetic cognitive impairment.Methods According to the requirements of evidence-based medicine,the domestic and foreign databases were searched comprehensively,and the time limit was from the establishment of databases to June 2022,so as to find out the clinical randomized controlled trials of"Nourishing Kidney and Activating Blood"method in treating diabetic cognitive impairment.Revman5.3 was used for meta-analysis and risk bias evaluation,TSA0.9 for sequential analysis,Stata15.0 for publication bias evaluation,and GRADE3.6 for evidence quality evaluation.Results Eventually,14 RCTs were included with a sample size of 1126 cases.Meta-analysis showed that compared with conventional western medicine treatment,the"Nourishing Kidney and Activating Blood"method could significantly improve the effective rate of treating cognitive dysfunction in diabetes[OR=5.06,95%CI(3.38,7.57),P<0.00001],and significantly improve the total MoCA score of patients[MD=2.11,95%CI(1.76,2.47),P<0.00001],MMSE score[MD=1.86,95%CI(1.13,2.59),P<0.00001],MQ score[MD=13.40,95%CI(11.23,15.57),P<0.00001]and HDS score[MD=-3.36,95%CI(2.61,4.11),P<0.00001].Meanwhile,the"Nourishing Kidney and Activating Blood"method could reduce the level of glycosylated hemoglobin in DCI patients[MD=-0.84,95%CI(-1.37,-0.32),P=0.002].However,since the drugs used in the control group have no hypoglycemic effect,this conclusion needs to be further verified.In addition,the ability of the"Nourishing Kidney and Activating Blood"method to improve CDR score[MD=-0.01,95%CI(-0.08,0.07),P=0.84],ADL score[MD=2.10,95%CI(-1.62,5.82),P=0.27],TCM syndrome score[MD=-4.46,95%CI(-10.94,2.02),P=0.18]and reduce adverse reactions[OR=0.36,95%CI(0.08,1.60),P=0.18]was equivalent to that of conventional western medicine.Begg's test and Egger's test suggested that there might be some publication bias in the research.Metaninf command chart and sequential analysis of experiments indicated that the stability of research results was relatively good.The quality evaluation of evidence showed that the evidence of effective rate,glycosylated hemoglobin,MoCA scale score,MMSE score and MQ score was medium quality,the evidence of fasting blood glucose,CDR score and HDS score was low quality,and the evidence of ADL score,TCM syndrome score and adverse reactions was extremely low quality.Conclusion The existing literature evidence showed that the"Nourishing Kidney and Activating Blood"method had a good clinical effect in treating diabetic cognitive impairment,and it could reduce the blood glucose level and improve the cognitive function of patients,with certain safety.However,the above conclusions still needed more large samples and multi-center RCT to be further verified due to the limitation of the quality and quantity of the included literature.

OBJECTIVE To provide reference for the construction of remote inspection mode of pharmaceutical production in China. METHODS By combing the guidance documents of remote inspection and related pilots issued abroad， the experience of constructing remote inspection mode of pharmaceutical production was summarized. RESULTS & CONCLUSIONS Typical foreign countries and regions have carried out remote inspection pilots all over the world， and clearly defined the application situation， implementation process， inspection techniques and related points for attention of remote inspection of pharmaceutical production. In terms of application， the European Union pointed out four specific applicable situations， including travel restrictions， while the United States stipulated that remote inspection was applicable to pre-approved inspection and so on. In terms of the implementation process， the United States developed a four-step method of remote inspection， while the European Union has defined the specific implementation process of remote inspection in more detail. In comparison， Japan paid more attention to the remote inspection process of production documents. In terms of inspection techniques， the European Union used 360° cameras， Matterport 3D technology and document review software to realize the remote inspection of production sites and production documents. In terms of attention points for remote inspection， the United States required that access rights should be set for information sharing to avoid information disclosure. Both the European Union and the United States required inspectors to be trained and equipment inspected before remote inspection. It is suggested that China should formulate unified guidelines for remote inspection of pharmaceutical production， clarify the applicable situations， and formulate the implementation process of remote inspection of pharmaceutical production with reference to the opinions of drug manufacturers. In addition， intelligent remote inspection technology can be used in combination with the information construction level of drug manufacturers， and remote inspection training program can be formulated to cultivate professional remote inspection team.

【Objective】 To evaluate the ability of different disinfection methods to remove nucleic acid pollution in 2019-nCoV so as to obtain the best removal scheme. 【Methods】 2019-nCoV positive quality control nucleic acid of 50 μL was applied to plastic， metal and glass with medical cotton swabs， respectively. After drying， we dropped 50 μL of 750 mL/L alcohol （ethanol）， chlorine-containing disinfectant （2 000 mg/L and 5 500 mg/L）， and PCR Cleaner， respectively. After 1 min， the contaminated area was wiped with medical cotton swabs and soaked in 300 μL of pure water. After shaking and mixing， 5 μL was taken as a template. The Ct values of ORF1ab and N genes and IC genes of internal standard fragment in the amplified target area of 2019-nCoV after wiping with different disinfection methods were compared to evaluate the effect of eliminating nucleic acid pollution， and each experiment was repeated for three times. Similarly， the effects of ultraviolet irradiation for 0， 1， 2， 3， 4， and 5 hours on the removal of nucleic acid pollution were compared. 【Results】 After 2 000 mg/L and 5 500 mg/L chlorine-containing disinfectant wiped the contaminated area， the Ct values of ORF1ab and N genes and IC genes of internal standard fragment in the amplified target area in 2019-nCoV were all 0， and the Ct values of all genes in the contaminated area in groups 3， 4 and 5 h after UV irradiation were all 0， which completely cleared the pollution and had a strong effect. The effect of PCR Cleaner was second， and 750 mL/L ethanol was the worst. 【Conclusion】 2 000 mg/L and 5 500 mg/L chlorine-containing disinfectant and ultraviolet irradiation for 3 hours have the best effect of eliminating nucleic acid pollution， which is worth popularizing under appropriate conditions.

Objective:The investigation and research on the application status of Hepatic Venous Pressure Gradient (HVPG) is very important to understand the real situation and future development of this technology in China.Methods:This study comprehensively investigated the basic situation of HVPG technology in China, including hospital distribution, hospital level, annual number of cases, catheters used, average cost, indications and existing problems.Results:According to the survey, there were 70 hospitals in China carrying out HVPG technology in 2021, distributed in 28 provinces (autonomous regions and municipalities directly under the central Government). A total of 4 398 cases of HVPG were performed in all the surveyed hospitals in 2021, of which 2 291 cases (52.1%) were tested by HVPG alone. The average cost of HVPG detection was (5 617.2±2 079.4) yuan. 96.3% of the teams completed HVPG detection with balloon method, and most of the teams used thrombectomy balloon catheter (80.3%).Conclusion:Through this investigation, the status of domestic clinical application of HVPG has been clarified, and it has been confirmed that many domestic medical institutions have mastered this technology, but it still needs to continue to promote and popularize HVPG technology in the future.