Object:To explore the feasibility of using artificial intelligence for quality control of echocardiographic images.Methods:Retrospectively，5 000 two-dimensional echocardiographic video images within the period from 2021 to 2023 were randomly retrieved from the echocardiography database of Nanjing Drum Tower Hospital，Affiliated Hospital of Medical School，Nanjing University. Among these selected images，1 559 of them were apical views. The physician team formulated the scoring rules，which specifically included four scoring criteria：gain，scaling ratio，cardiac axis angle，and structure. Subsequently，the data were labeled with view classification and image quality scores. The labeled data were further partitioned into the training set（ n = 643），the validation set（ n = 276），and the test set（ n = 640）. The training and validation sets were utilized for constructing the models for view classification and quality assessment，while the test set was employed to verify the models' effectiveness. The view classification module was implemented using the SlowFast model，and the quality assessment module involved algorithms such as ResNet，Video Swin Transformer，SSD，and U-Net. Results:The average accuracy，precision，recall rate and F1 score of the classification model in identifying each apical view were 0.987 1，0.983 0，0.987 1 and 0.984 9 respectively，and the inference time was（333.4 ± 105.4）ms. The average accuracies of the quality assessment module in terms of gain，scaling ratio，cardiac axis angle and display of main structures were 0.915 1，0.928 2，0.938 7 and 0.965 6 respectively，and the overall scoring accuracy was 0.912 7.Conclusions:The echocardiogram quality control system developed in this research can effectively classify and evaluate the quality of two-dimensional images of the apical views in echocardiograms. Moreover，it guarantees the objectivity，timeliness and high-efficiency of quality control，which has reference value for the establishment of the echocardiogram quality control system.

OBJECTIVE To investigate the current status and characteristics of occupational exposure in a stomato-logical hospital and explore the influencing factors for occupational exposure among dentists so as to propose pre-ventive and control measures for occupational exposure in the stomatological hospital.METHODS A retrospective study was carried out to analyze 180 incidents of occupational exposures in Qingdao Stomatological Hospital Affili-ated to Qingdao University from 2020 to 2024,involving the departments,names,genders,age,average annual workload,average annual outpatient days,exposure links,instruments leading to exposures,exposure sources,occupational type and professional titles.The incidence of occupational exposure was compared among the subjects with different occupations,professional titles and department affiliations.Logistic regression analysis was per-formed for the influencing factors for the occupational exposures among the dentists.RESULTS The incidence of occupational exposures was 7.52％(180/2395)within the 5 years,and the sharp instrument injury(99.40％)was the predominant exposure approach.The department of oral and maxillofacial surgery,department of restorative dentisty and department of prosthodontics were the departments at high risk of occupational exposures.There was significant difference in the incidence of occupational exposures among the staff and the doctors with different pro-fessional titles(P＜0.05).The subjects for whom the exposure source was positive or failed to be tracked accoun-ted for 56.11％.The professional title(OR=0.328)was a protective factor for the occupational exposure among the doctors,and the high-risk department(OR=4.912)was a risk factor for the occupational exposure(P＜0.05).CONCLUSIONS The occupational exposures to the stomatology department staff are characterized by high prevalence,monotonous type,concentrated distribution of populations and uncontrollable occupational exposures.It is necessary to complete the preoperative screening of infectious diseases,strengthen the awareness of prevention,standardize the technical procedures and boost the innovation of auxiliary instruments so as to re-duce the incidence of occupational exposures.

Objective To analyze the epidemiological and pathogenic characteristics of acute respiratory in-fection in Yangpu District of Shanghai,and to provide scientific basis for the prevention and treatment of re-spiratory tract infection.Methods A total of 1 062 patients diagnosed with acute respiratory infection in the hospital from June 2023 to June 2024 were selected as the research objects.The nucleic acid of 13 pathogens in nasopharyngeal swabs of patients was detected and the positive rate was calculated.The positive rate of differ-ent age groups and seasons was analyzed.Results Among 1 062 patients,716 cases were detected positive,the total positive rate was 67.42%,of which 577 cases were single infection,the positive rate was 54.33%.The top five positive pathogens were Mycoplasma pneumoniae(MP,16.48%),human coronavirus(HCOV,9.42%),human rhinovirus(HRV,7.63%),human metapneumovirus(HMPV,5.46%)and parainfluenza vi-rus(HPIV,3.39%).A total of 139 cases were infected with multiple pathogens,with a positive rate of 13.09%.MP,HRV,and HCOV were the dominant pathogens,which were prone to multiple infections.A to-tal of 139 cases were infected with multiple pathogens,with a positive rate of 13.09%.MP,HRV,and HCOV were the dominant pathogens,which were prone to multiple infections.The total positive rate of respiratory pathogens in children was 86.38%,the positive rates of single infection and multiple infection were 65.12%and 21.26%,respectively,which were significantly higher than those in other age groups(P<0.05).Among the 577 children with single infection,MP and HRV were the main pathogens in children,MP and HCOV were the main pathogens in young and middle-aged patients,and HCOV and HRV were the main pathogens in the elderly patients.The total positive rate of pathogens was the highest in winter(69.88%),and the lowest in summer(49.54%).HRV had the highest positive rate in spring,HCOV had the highest positive rate in summer,MP had the highest positive rate in autumn,and influenza virus(including influenza A virus,influen-za A/H3N2 virus,influenza B virus)had the highest positive rate in winter(P<0.05).Conclusion MP,HCOV,HRV,HMPV and HPIV are the top five pathogens of acute respiratory tract infection in Yangpu dis-trict of Shanghai.The etiological characteristics were related to age and seasonality of patients.

OBJECTIVE To investigate the current status and characteristics of occupational exposure in a stomato-logical hospital and explore the influencing factors for occupational exposure among dentists so as to propose pre-ventive and control measures for occupational exposure in the stomatological hospital.METHODS A retrospective study was carried out to analyze 180 incidents of occupational exposures in Qingdao Stomatological Hospital Affili-ated to Qingdao University from 2020 to 2024,involving the departments,names,genders,age,average annual workload,average annual outpatient days,exposure links,instruments leading to exposures,exposure sources,occupational type and professional titles.The incidence of occupational exposure was compared among the subjects with different occupations,professional titles and department affiliations.Logistic regression analysis was per-formed for the influencing factors for the occupational exposures among the dentists.RESULTS The incidence of occupational exposures was 7.52％(180/2395)within the 5 years,and the sharp instrument injury(99.40％)was the predominant exposure approach.The department of oral and maxillofacial surgery,department of restorative dentisty and department of prosthodontics were the departments at high risk of occupational exposures.There was significant difference in the incidence of occupational exposures among the staff and the doctors with different pro-fessional titles(P＜0.05).The subjects for whom the exposure source was positive or failed to be tracked accoun-ted for 56.11％.The professional title(OR=0.328)was a protective factor for the occupational exposure among the doctors,and the high-risk department(OR=4.912)was a risk factor for the occupational exposure(P＜0.05).CONCLUSIONS The occupational exposures to the stomatology department staff are characterized by high prevalence,monotonous type,concentrated distribution of populations and uncontrollable occupational exposures.It is necessary to complete the preoperative screening of infectious diseases,strengthen the awareness of prevention,standardize the technical procedures and boost the innovation of auxiliary instruments so as to re-duce the incidence of occupational exposures.

Object:To explore the feasibility of using artificial intelligence for quality control of echocardiographic images.Methods:Retrospectively，5 000 two-dimensional echocardiographic video images within the period from 2021 to 2023 were randomly retrieved from the echocardiography database of Nanjing Drum Tower Hospital，Affiliated Hospital of Medical School，Nanjing University. Among these selected images，1 559 of them were apical views. The physician team formulated the scoring rules，which specifically included four scoring criteria：gain，scaling ratio，cardiac axis angle，and structure. Subsequently，the data were labeled with view classification and image quality scores. The labeled data were further partitioned into the training set（ n = 643），the validation set（ n = 276），and the test set（ n = 640）. The training and validation sets were utilized for constructing the models for view classification and quality assessment，while the test set was employed to verify the models' effectiveness. The view classification module was implemented using the SlowFast model，and the quality assessment module involved algorithms such as ResNet，Video Swin Transformer，SSD，and U-Net. Results:The average accuracy，precision，recall rate and F1 score of the classification model in identifying each apical view were 0.987 1，0.983 0，0.987 1 and 0.984 9 respectively，and the inference time was（333.4 ± 105.4）ms. The average accuracies of the quality assessment module in terms of gain，scaling ratio，cardiac axis angle and display of main structures were 0.915 1，0.928 2，0.938 7 and 0.965 6 respectively，and the overall scoring accuracy was 0.912 7.Conclusions:The echocardiogram quality control system developed in this research can effectively classify and evaluate the quality of two-dimensional images of the apical views in echocardiograms. Moreover，it guarantees the objectivity，timeliness and high-efficiency of quality control，which has reference value for the establishment of the echocardiogram quality control system.

Objective To explore the value of deep learning(DL)models semi-automatic training system for automatic optimization of clinical image quality control of transthoracic echocardiography(TTE).Methods Totally 1 250 TTE videos from 402 patients were retrospectively collected,including 490 apical four chamber(A4C),310 parasternal long axis view of left ventricle(PLAX)and 450 parasternal short axis view of great vessel(PSAXGv).The videos were divided into development set(245 A4C,155 PLAX,225 PSAXGV),semi-automated training set(98 A4C,62 PLAX,90 PSAXGV)and test set(147 A4C,93 PLAX,135 PSAXGV)at the ratio of 5:2:3.Based on development set and semi-automatic training set,DL model of quality control was semi-automatically iteratively optimized,and a semi-automatic training system was constructed,then the efficacy of DL models for recognizing TTE views and assessing imaging quality of TTE were verified in test set.Results After optimization,the overall accuracy,precision,recall,and F1 score of DL models for recognizing TTE views in test set improved from 97.33％,97.26％,97.26％and 97.26％to 99.73％,99.65％,99.77％and 99.71％,respectively,while the overall accuracy for assessing A4C,PLAX and PSAXGV TTE as standard views in test set improved from 89.12％,83.87％and 90.37％to 93.20％,90.32％and 93.33％,respectively.Conclusion The developed DL models semi-automatic training system could improve the efficiency of clinical imaging quality control of TTE and increase iteration speed.

ObjectiveTo investigate the mechanism of Yiqi Huoxue Tongluo prescription （YHTP） in the treatment of diabetic neuropathic pain （DNP）. MethodNinety SPF-grade SD male rats were randomized into blank， model， low- （2.25 g·kg^-1）， medium- （4.5 g·kg^-1）， and high-dose （9 g·kg^-1） YHTP， and mecobalamin （0.175 mg·kg^-1） groups. Except those in the blank group， the rats in the remaining 5 groups were fed with a high-fat and high-glucose diet and subjected to intraperitoneal injection of low-dose （35 mg·kg^-1） streptozotocin （STZ） to establish the model of DNP. The sciatic nerve conduction velocity in DNP rats was measured by the neurophysiological method， and the levels of interleukin-6 （IL-6）， IL-1β， and tumor necrosis factor-α （TNF-α） were measured by enzyme-linked immunosorbent assay （ELISA）. Real-time fluorescence quantitative polymerase chain reaction （Real-time PCR） was employed to measure the mRNA levels of glial fibrillary acidic protein （GFAP） and extracellular signal-regulated kinase （ERK） in the spinal cord. Western blot was employed to measure the protein levels of GFAP and phosphorylated ERK （p-ERK）， and immunofluorescence staining to measure the fluorescence intensity of GFAP and p-ERK in the spinal cord. In the cell experiments， 100 mmol·L^-1 high glucose was used to induce the activation of astrocytes （CTX-TNA2） for the modeling of nerve cell injury. The cells were randomized into the normal， model， drug-containing serum （10% YQHT）， inhibitor ［10 mol·L^-1 corynoxeine （COR）］， drug-containing serum + inhibitor （10% YHTP + 10 mol·L^-1 COR） groups. The levels of pro-inflammatory factors （TNF-α and IL-1β） and the anti-inflammatory factor IL-10 in CTX-TNA2 cells were determined by ELISA， and the protein levels of GFAP and p-ERK in CTX-TNA2 cells by Western blot. ResultThe animal experiments showed that compared with the blank group， the model group presented reduced mechanical withdrawal threshold （MWT）， thermal work limit （TWL）， and nerve conduction velocity， elevated levels of fasting blood glucose， IL-1β， TNF-α， and IL-6， and up-regulated protein levels of GFAP and p-ERK， and mRNA levels of ERK1， ERK2， GFAP （P<0.01）. Compared with model group， YHTP increased the MWT， TWL， and sciatic nerve conduction velocity （P<0.01）， lowered the levels of IL-1β， TNF-α， and IL-6 （P<0.01）， and down-regulated the protein levels of GFAP and p-ERK， and mRNA levels of ERK1， ERK2， GFAP in the spinal cord （P<0.05， P<0.01）. The cell experiments showed that compared with the blank group， the model group had decreased survival rate， elevated levels of pro-inflammatory factors， and up-regulated protein levels of ERK and GFAP （P<0.01）. Compared with the model group， the YHTP-containing serum lowered the levels of IL-1β and TNF-α （P<0.05， P<0.01）， elevated the level of IL-10 （P<0.01）， and down-regulated the protein levels of ERK and GFAP （P<0.01）. ConclusionYHTP may inhibit the activation of astrocytes by inhibiting the ERK signaling pathway to reduce inflammation and thus relieve DNP.

Objective To investigate the expressions of high mobility group box-1(HMGB1) and high sensitivity C-re?active protein (hs-CRP) in patients with acute coronary syndrome (ACS) and the effects of atorvastatin on the two inflamma?tory cytokines. Methods A total of 90 patients with ACS and 90 cases of normal control subjects were selected in this study. The serum concentrations of HMGB1 and hs-CRP were measured before treatment in patients of ACS. Patients were randomly divided into two groups:control group (n=45) and atorvastatin group (n=45). Atorvastatin was given 20 mg/24 h and 40 mg/24 h. Blood samples were obtained from the patients for detection of HMGB1 and hs-CRP one week after treatment with atorvastatin. Results There were significantly higher serum levels of HMGB1 and hs-CRP in patients with ACS than those of control subjects (P<0.01). The level of HMGB1 was positively correlated with the level of hs-CRP in patients of ACS (r=0.389, P<0.01). Before treatment, there were no significant diffferences in level of HMGB1 and hs-CRP in patients with ACS between the two groups. After treatment with atorvastatin, the levels of HMGB1 and hs-CRP were decreased in the two groups of ACS, and those were significantly lower in the intensive group than the standard group (P<0.05). Conclu?sion HMGB1 could stimulate the secretion of hs-CRP and other inflammatory cytokines, playing an important role in the process of occurrence and development of atherosclerosis. High loading dose of atorvastatin may reduce the expression of HMGB1 and decrease the inflammation, and stabilize the plaques in patients with acute coronary syndrome.

Objective To investigate the effects of high loading dose of atorvastatin on lipoprotein-associated phospho?lipase A2 (Lp-PLA2) and inflammatory cytokines in patients with acute myocardial infarction (AMI), who underwent emergen?cy percutaneous coronary intervention (PCI). Methods A total of 65 cases with AMI who underwent emergency PCI be?tween October 2011 and August 2013 were randomly divided into two groups:control group (n=32, atorvastatin 20 mg/24 h) and high dose atorvastatin group (n=33, atorvastatin 40 mg/24 h). Two groups of patients were given the same basic treat?ment. Blood samples were obtained before treatment and 72 h after PCI in two groups. Levels of Lp-PLA2, interleukin-6 (IL-6), tumor necrosis factor-α (TNF-α), alanine transaminase (ALT) and aspartate transaminase (AST) were detected in two groups. The adverse drug reactions were observed. Results There were no significant differences in Lp-PLA2, IL-6, TNF-α, ALT and AST levels between two groups (P>0.05). After PCI, the levels of Lp-PLA2, IL-6 and TNF-αwere significantly increased compared with those of baseline in two groups, and they were more notable in control group than those of high dose atorvastatin group (P<0.05). The levels of ALT and AST were also significantly higher after operation compared with those of basic levels (P<0.05), while there were no significant differences in ALT and AST after PCI between two groups (P>0.05). Conclusion The high loading dose of atorvastatin in AMI patients underwent emergency PCI can de?crease the inflammation and stabilize the plaques in acute stage, and which is safe.

Objective To investigate the effects of perioperative high loading dose of Atorvastatin treatment on lipoprotein associated phospholipase A2 (Lp-PLA2) and heart function in patients with acute ST-segment elevation myocardial infarction and type 2 diabetes who underwent emergency percutaneous coronary intervention (PCI).Methods Totally 83 cases with acute ST segment elevation myocardial infarction and type 2 diabetes who underwent emergency PCI from September 2012 and August 2014 were randomly divided into two groups.In control group (n=42)patients took Atorvastatin 20 mg daily before and after emergency PCI,and in intensive group (n=41) patients took atorvastatin 40 mg daily before and after emergency PCI.Each group was given the same basic treatment according to the guideline.Blood samples were obtained from all the patients before PCI and at 3,7 days after PCI,and levels of Lp-PLA2 and brain natriuretic peptide (BNP)were detected.And the left ventricular end diastolic diameter (LVEDD) and left ventricular ejection fraction (LVEF) were measured at 1 day and 1 month after PCI.Results The levels of Lp-PLA2 and BNP at 3 days after PCI were obviously increased in the two groups versus baseline [(297.8± 53.4) mg/L vs.(194.7±39.1) mg/L,(270.3±47.0) mag/L vs.(205.6±27.5) mg/L,both P＜0.05],and decreased in intensive versus control group [(270.3±47.0) mg/L vs.(297.8±53.4)mg/L and (353.8±76.3) mg/L vs.(375.4±57.0) mg/L,P＜0.05].And levels of Lp-PLA2 and BNP at 7 days after PCI were improved more in intensive than in control group [(227.2±33.3)mg/L vs.(249.3±42.3) mg/L,(206.0±48.2)mg/L vs.(267.6±50.8) mg/L,P＜0.05].There were no significant differences in LVEDD and LVEF between the two groups 1 day after PCI.Meanwhile,the LVEDD was decreased and the LVEF was increased in the two groups 1 month after PCI as compared with 1 day after PCI (both P＜0.05).Conclusions Perioperative high loading dose of Atorvastatin treatment may stabilize the plaques and improve heart function in acute stage in patients with acute ST-segment elevated myocardial infarction and type 2 diabetes after emergency PCI.