OBJECTIVES: To construct an intelligent analysis model for classifying fetal orientation during intrapartum ultrasound videos based on multi-feature fusion. METHODS: The proposed model consists of the Input, Backbone Network and Classification Head modules. The Input module carries out data augmentation to improve the sample quality and generalization ability of the model. The Backbone Network was responsible for feature extraction based on Yolov8 combined with CBAM, ECA, PSA attention mechanism and AIFI feature interaction module. The Classification Head consists of a convolutional layer and a softmax function to output the final probability value of each class. The images of the key structures (the eyes, face, head, thalamus, and spine) were annotated with frames by physicians for model training to improve the classification accuracy of the anterior occipital, posterior occipital, and transverse occipital orientations. RESULTS: The experimental results showed that the proposed model had excellent performance in the tire orientation classification task with the classification accuracy reaching 0.984, an area under the PR curve (average accuracy) of 0.993, and area under the ROC curve of 0.984, and a kappa consistency test score of 0.974. The prediction results by the deep learning model were highly consistent with the actual classification results. CONCLUSIONS The multi-feature fusion model proposed in this study can efficiently and accurately classify fetal orientation in intrapartum ultrasound videos.
Humans ; Female ; Ultrasonography, Prenatal/methods* ; Pregnancy ; Fetus/diagnostic imaging* ; Neural Networks, Computer ; Video Recording

Objective:To design a set of simulation system for surgical operation based on virtual reality(VR)technique and intelligent scoring functions,so as to assess its clinical application effect.Methods:The Digital Imaging and Communications in Medicine(DICOM)images of typical patients were collected.Materialise Interactive Medical Image Control System(MIMICS)software was adopted to reconstruct the three-dimensional(3D)model of diseased organs.Surgical instrument models were constructed by using 3D Max software.Unity 3D software was adopted to construct simulation system for surgical operation with VR+intelligent scoring.A total of 40 surgical resident physicians,who were employed with 3 years since 2019 in The Second Affiliated Hospital of Kunming Medical University,were selected.They were divided into observation group and control group,with 20 cases in each group.The observation group used simulation system for surgical operation to conduct intelligent scoring for cholecystectomy under laparoscope,and the control group used conventional scoring for surgical operation.The scores of surgical operation and test between the two groups were compared.Results:The mean value of surgical operation time of the observation group was(1.72±0.41)h,and the average incidence of complication was(0.03±0.02)%,both of them of the observation group were significantly lower than those of the control group[(2.25±0.42)h and(0.05±0.03)%].The differences of them between two groups were statistically significant(t=9.00,4.08,P<0.05).The test scores of surgical operation of the observation group was also significantly higher than that of the control group(t=5.26,P<0.001).Conclusion:The developed simulation system for surgical operation with VR+intelligent scoring can significantly enhance users'surgical operation skills and improve learning outcomes,which has favorable prospects in future applications.

Objective: To investigate the status quo and associated factors of drinking water knowledge, attitude and behavior among primary school students in rural areas, so as to provide evidence for health behavioral intervention of drinking water in primary school. Methods: Twentythree primary schools in rural area from Hebei, Henan, Shandong and Shanxi provinces were selected by using purposive sampling method from March 1 to April 27 in 2023. Selfdesigned questionnaires regarding knowledge, attitude and behavior of drinking water were distributed to all students in grade 3-6, and 2 173 valid questionnaires were obtained. Multivariate Logistic regression was used to analyze the influencing factors of drinking water knowledge, attitude and behavior of primary school students. Results: The attainment rates of drinking water knowledge, attitude and behavior level were 20.02%, 26.65%, and 31.20%, respectively, among primary school students. The median of daily water intake was 1 000 mL, and the average daily water intake was (1 172.99±771.89)mL. In addition, 66.31% of students water intake reached the minimum standard of 800 mL recommended. The results of multiple Logistic regression indicated that drinking water accessibility in school, health education of drinking water, and individual selfcontrol ability were positively correlated with the knowledge (OR=1.31, 1.57, 1.58), attitude (OR=2.07, 1.65, 1.73), behavior (OR=1.40, 1.49, 1.91) of drinking water and daily water intake (OR=1.41, 1.38, 1.20) (P<0.05). Conclusions Primary school students in rural areas are generally lack of appropriate health awareness on drinking water including knowledge, attitude and behavior. Schools should take targeted measures to focus on the cultivation of students selfcontrol ability, so as to improve students knowledge and attitudes of drinking water, and furthermore help students shape their healthy behaviors of drinking water.

Background Exposure to ozone (O₃) is closely associated with an increased risk of mortality in the population, but this association exhibits regional heterogeneity, and relevant research in northern and central-western China is limited. Hohhot, as a typical city in the northern and western region, has seen a significant upward trend in O₃ concentrations (an increase of 17.9 μg·m⁻³ in 2020 compared to 2016). Studies targeting this region can fill the regional research gap. Objective To evaluate the health effects of ground-level O₃ exposure on resident mortality in Hohhot from 2018 to 2023. Methods Air quality, meteorological, and mortality data in Hohhot from 2018 to 2023 were collected. A time-series analysis based on Quasi-Poisson generalized additive model (GAM) was employed, controlling for meteorological factors, day-of-week effects, and holiday effects, to assess the impact of O₃ on non-accidental mortality, mortality from circulatory system diseases (CSD), and mortality from respiratory system diseases (RSD). Results From 2018 to 2023, the non-accidental, CSD, and RSD mortalities in Hohhot amounted to 89721, 47394, and 11378 cases, respectively. The daily maximum 8-hour average O₃ concentration (O₃-8 h) was 90.00 μg·m⁻³. According to the Class I limit (100 μg·m⁻³) of GB 3095—2012 Ambient Air Quality Standard, the annual average number of days exceeding the standard was 144 d. For single-day lag effects, O₃ had the strongest health impact on non-accidental mortality and CSD mortality on the current day (lag0), with effect sizes of 0.78% (95%CI: 0.33%, 1.24%) and 1.10% (95%CI: 0.50%, 1.71%), respectively. The strongest impact on RSD mortality occurred on the second day (lag2), with an effect size of 1.61% (95%CI: 0.61%, 2.62%). The subgroup analyses showed that for every 10 μg·m⁻³ increase in O₃-8 h concentration, the risk of non-accidental mortality in females increased by 0.70% (95%CI: 0.01%, 1.41%); for CSD mortality, the risk in males and individuals aged ≥65 years increased by 0.73% (95%CI: 0.01%, 1.47%) and 0.76% (95%CI: 0.13%, 1.39%), respectively. During the warm season, statistically significant risks were observed for non-accidental, CSD, and RSD mortalities, with increases of 1.07% (95%CI: 0.54%, 1.60%), 1.31% (95%CI: 0.59%, 2.04%), and 2.27% (95%CI: 1.07%, 3.49%), respectively. In the two-pollutant models incorporating sulfur dioxide (SO₂), nitrogen dioxide (NO₂), carbon monoxide (CO), particulate matter with an aerodynamic diameter of 10 micrometers or less (PM₁₀), and fine particulate matter (PM_2.5), the effect estimates (excess risk) of O₃ remained stable and statistically significant (P<0.05), indicating model robustness. Conclusion Ground-level O₃ exposure in Hohhot increases mortalities due to non-accidental causes, CSD, and RSD, with more pronounced effects during the warm season. Females and individuals aged ≥65 years may be susceptible populations. Therefore, relevant authorities should prioritize the potential health risks of O₃ exposure, particularly to vulnerable groups, and promote targeted prevention and control strategies.

Objective:To design a set of simulation system for surgical operation based on virtual reality(VR)technique and intelligent scoring functions,so as to assess its clinical application effect.Methods:The Digital Imaging and Communications in Medicine(DICOM)images of typical patients were collected.Materialise Interactive Medical Image Control System(MIMICS)software was adopted to reconstruct the three-dimensional(3D)model of diseased organs.Surgical instrument models were constructed by using 3D Max software.Unity 3D software was adopted to construct simulation system for surgical operation with VR+intelligent scoring.A total of 40 surgical resident physicians,who were employed with 3 years since 2019 in The Second Affiliated Hospital of Kunming Medical University,were selected.They were divided into observation group and control group,with 20 cases in each group.The observation group used simulation system for surgical operation to conduct intelligent scoring for cholecystectomy under laparoscope,and the control group used conventional scoring for surgical operation.The scores of surgical operation and test between the two groups were compared.Results:The mean value of surgical operation time of the observation group was(1.72±0.41)h,and the average incidence of complication was(0.03±0.02)%,both of them of the observation group were significantly lower than those of the control group[(2.25±0.42)h and(0.05±0.03)%].The differences of them between two groups were statistically significant(t=9.00,4.08,P<0.05).The test scores of surgical operation of the observation group was also significantly higher than that of the control group(t=5.26,P<0.001).Conclusion:The developed simulation system for surgical operation with VR+intelligent scoring can significantly enhance users'surgical operation skills and improve learning outcomes,which has favorable prospects in future applications.

The occurrence of malignant mesothelioma is related to exposure of asbestos. And many researchers have conducted in-depth analysis of the molecular changes of mesothelioma, showed that its molecular characteristics were chromosome changes, including chromosome rearrangement, gene mutation and gene deletion. Recent studies have strengthened our understanding of molecular characterization of mesothelioma, such as targeted mutations of tumor suppressor genes, differential gene expression, changes of miRNA and signal pathways. It is of great significance for the early diagnosis, clinical treatment and prognosis of malignant mesothelioma to explore the pathogenesis and development of malignant mesothelioma. This article reviews the research progress on the pathogenesis and carcinogenesis-related molecules of malignant mesothelioma.

Pleural mesothelioma (PMe) was associated with asbestos exposure.The Diagnosis of PMe is difficult due to the lack of specificity of clinical signs and symptoms, although there are many tools available for early diagnosis of mesothelioma. Most PMe patients are diagnosed at an advanced stage. This article reviews advances in strategies for early diagnosis of mesothelioma, focusing on breath analysis, early diagnosis of pleural effusion cytology in patients with mesothelioma, serum biomarkers and miRNA.

OBJECTIVE To investigate the role and mechanism of microRNA-125b (miR-125b) in downregulating ion channel-related protein expression in a cardiac hypertrophy model.METHODS① In vivo:Lentiviral vectors for miR-125b overexpression and knockdown were constructed,and male C57BL/6 mice were divided into the following groups:sham group (thoracotomy without virus injection),LV-miR-125b group (mmu-miR-125b mimic),LV-miR-125b-inhibitor group (mmu-miR-125b-inhibitor),and negative control group (LV-NC).The mice were raised under normal conditions for 4 weeks.The ultrastructural changes in myocardium tissue sections of LV-miR-125b mice were observed using trans-mission electron microscopy.The cardiac hypertrophy model in mice was established using thoracic aortic constriction (TAC).Echocardiography was performed to measure ejection fraction (EF) and frac-tional shortening (FS),and the ratio of heart weight to body weight (HW/BW),ratio of heart weight to tibia length (HW/TL),as well as the expression level of the myocardial hypertrophy marker β-myosin heavy chain (β-MHC) were calculated to evaluate the success of the TAC-induced hypertrophy model.Subse-quently,C57BL/6 mice were divided into four groups:Sham group,TAC model group,LV-miR-125b-inhibitor+TAC group,and LV-NC+TAC group.Protein expression levels of cardiac sodium channel (Nav1.5) and calcium channel (Cav1.2) were detected using Western blotting.RT-qPCR was performed to assess the levels of miR-125b and mRNA expression of myocardial hypertrophy markers,including atrial natriuretic peptide (ANP),brain natriuretic peptide (BNP),and β-MHC.② In vitro:Primary cultured neonatal Kunming mouse cardiomyocytes were divided into four groups:cell control group (no treatment),miR-125b overexpression group,miR-125b-inhibitor group,and negative control group (NC).RT-qPCR was used to detect the levels of miR-125b,ANP,BNP,and β-MHC.Western blotting and immunofluorescence were performed to assess the expression levels of Nav1.5 and Cav1.2 in the cardiomyocytes.Luciferase reporter gene assay was used to evaluate the direct effect of miR-125b on the target proteins Nav1.5 and Cav1.2.RESULTS ① In vivo:Compared to the Sham group,the TAC model mice showed significantly increased the ratio of heart weight to body weight (HW/BW),the ratio of heart weight to tibia length (HW/TL),and expression levels of the myocardial hypertrophy marker β-MHC (P＜0.05),indicating the successful establishment of the TAC model.Furthermore,miR-125b expression was significantly elevated in the TAC model group (P＜0.01).In the LV-miR-125b group,compared to the LV-NC group,the expression levels of myocardial hypertrophy markers ANP,BNP,and β-MHC were significantly increased (P＜0.01),while the ejection fraction (EF) and fractional short-ening (FS) values of the mice were significantly reduced (P＜0.01).Additionally,Additionally,myocardium ultrastructure of LV-miR-125b group was damaged.Compared to the LV-NC+TAC group,the LV-miR-125b-inhibitor+TAC group showed a significant increase in ejection fraction (EF) and fractional shortening (FS) values (P＜0.05).Additionally,the levels of Nav1.5 and Cav1.2 in myocardium tissue were signifi-cantly elevated in the LV-miR-125b-inhibitor+TAC group compared to the LV-NC+TAC group (P＜0.05).② In vitro:Compared to the NC group,the miR-125b overexpression group showed a significant increase in miR-125b expression (P＜0.01),as well as elevated levels of ANP,BNP,and β-MHC (P＜0.01).However,miR-125b-inhibitor significantly reversed the increases in ANP,BNP,and β-MHC (P＜0.01).Western blotting and immunofluorescence results showed that,compared to the NC group,the miR-125b mimic group exhibited significantly decreased levels of Nav1.5 and Cav1.2 (P＜0.01),while miR-125b-inhibitor led to an increase in the levels of both Nav1.5 and Cav1.2.Luciferase assay results demon-strated that miR-125b directly binds to the ion channel proteins Nav1.5 and Cav1.2,encoded by the SCN5A and CACNA1C genes.CONCLUSION miR-125b promotes the development of cardiac hyper-trophy by inhibiting the voltage-gated ion channel proteins Nav1.5 and Cav1.2 Inhibition of miR-125b expression improves cardiac hypertrophy.

The occurrence of malignant mesothelioma is related to exposure of asbestos. And many researchers have conducted in-depth analysis of the molecular changes of mesothelioma, showed that its molecular characteristics were chromosome changes, including chromosome rearrangement, gene mutation and gene deletion. Recent studies have strengthened our understanding of molecular characterization of mesothelioma, such as targeted mutations of tumor suppressor genes, differential gene expression, changes of miRNA and signal pathways. It is of great significance for the early diagnosis, clinical treatment and prognosis of malignant mesothelioma to explore the pathogenesis and development of malignant mesothelioma. This article reviews the research progress on the pathogenesis and carcinogenesis-related molecules of malignant mesothelioma.

Pleural mesothelioma (PMe) was associated with asbestos exposure.The Diagnosis of PMe is difficult due to the lack of specificity of clinical signs and symptoms, although there are many tools available for early diagnosis of mesothelioma. Most PMe patients are diagnosed at an advanced stage. This article reviews advances in strategies for early diagnosis of mesothelioma, focusing on breath analysis, early diagnosis of pleural effusion cytology in patients with mesothelioma, serum biomarkers and miRNA.