Occupational noise-induced hearing loss (NIHL) is an irreversible sensorineural hearing loss that severely endangers workers’ health, making early screening crucial. This article reviewed the research progress on early screening methods for occupational NIHL, introduced the testing mechanisms of three core screening methods—tympanometry, otoacoustic emissions, and extended high-frequency audiometry —and summarized their clinical application advantages and limitations. It is proposed that multimodal combined detection (e.g., the combination of tympanometry, otoacoustic emissions, and extended high-frequency audiometry) can significantly improve the accuracy and comprehensiveness of early screening. Meanwhile, future studies with prospective cohort design are encouraged to verify the long-term monitoring value of each method and to strengthen the joint development of screening technologies with cutting-edge approaches such as machine learning, in order to further improve screening efficiency and provide stronger protection for workers’ hearing health.

Objective:To evaluate the efficacy and safety of intrasaccular flow disruptor in wide-necked intracranial aneurysms.Methods:One hundred and seventeen patients with wide-necked intracranial aneurysms treated with intrasaccular flow disruptor were collected from Department of Neurointervention (First Affiliated Hospital of Zhengzhou University), Department of Neurosurgery (Beijing Tiantan Hospital, Capital Medical University), Department of Cerebrovascular Surgery, Neurosurgery Center (Zhujiang Hospital, Southern Medical University), and Department of Neurosurgery (First Affiliated Hospital of Harbin Medical University) from August 2022 to March 2024. Raymond-Roy Occlusion Classification (RROC) was employed to evaluate aneurysm embolization immediately after procedure; cranial CT or MRI within 48 hours of embolization were performed to identify any new intracranial hemorrhage, subarachnoid hemorrhage, or new symptomatic cerebral infarction related to the intracranial aneurysms. Modified Rankin Scale (mRS) was used to assess the neurological function at discharge. Imaging follow-up and outpatient follow-up were performed at 6 months after embolization to evaluate the aneurysm occlusion degree and complications.Results:A total of 117 intrasaccular flow disruptors were implanted in 117 patients, with a technical success rate of 100%; 115 patients (98.3%) enjoyed successful one-time release of their disruptors, and 2 patients (1.7%) required retrieval and redirection of the disruptors before second successful attempt. Flow disruptor plus stent was performed in 13 patients (11.1%). Immediately after procedure, RROC grading I was noted in 3 patients, grading II in 51 patients and grading III in 63 patients. Cranial CT or MRI within 48 hours of embolization indicated no new intracranial hemorrhage, subarachnoid hemorrhage, or symptomatic cerebral infarction related to the intracranial aneurysms. All patients had mRS score of 0 at discharge. Eighty-three patients completed a 6-month follow-up (RROC grading I in 41 patients, grading II in 33 patients and grading III in 9 patients), without ischemic or hemorrhagic adverse events.Conclusion:The results of this study preliminarily suggest that intrasaccular flow disruptor is effective and safe in wide-necked intracranial aneurysms.

Objective To develop a tool for assessing the needs for care services for adults with disabilities in welfare institutions,and formulate criteria for classifying care needs.Methods Based on the theory of the International Classification of Functioning,Disability and Health,the core contents of domestic and international care service assessment standards were analysed,and the first draft of the assess-ment tool was formed integrating with the current practice of welfare institutions.A total of eleven experts in the field of care services validated the first draft,and the assessment tool was revised according to the experts'opin-ions.From May to June,2024,340 adults with disabilities from Second Social Welfare Institute of Shanghai were graded to analyze the reliability and validity of the assessment tool.And then,1 046 subjects from Second Social Welfare Institute of Shanghai were graded using the assessment tool,and the scoring intervals for the five levels of care were determined using cluster analysis.Results The assessment tool included four first-level dimensions,eleven second-level dimensions,39 third-level dimen-sions and 43 indicators.The coefficients of variation of each dimension and indicator were less than 0.25 for ex-pert validation,while the average score of the importance of each indicator was above 4.63,with a full score rate more than 0.86.The overall Cronbach's α coefficient was 0.956,the test-retest reliability was 0.997,and the con-tent validity index of each indicator was 0.83 to 1.00.The exploratory factor analysis extracted four common fac-tors,with a cumulative variance contribution of 86.679%;the loading coefficients of indicators were 0.675 to 0.878,and the correlation coefficients among the dimensions were 0.325 to 0.476.Cluster analysis determined the level of institutional care needs as level 1(severe),level 2(medium-heavy),level 3(medium),level 4(light-moderate),and level 5(light).Conclusion The needs assessment tool for care services for adults with disabilities in welfare institutions developed in this study is good in reliability and validity,and can be used in guiding the care services provided for people with disabilities more efficient and targeted.

Objective To develop a tool for assessing the needs for care services for adults with disabilities in welfare institutions,and formulate criteria for classifying care needs.Methods Based on the theory of the International Classification of Functioning,Disability and Health,the core contents of domestic and international care service assessment standards were analysed,and the first draft of the assess-ment tool was formed integrating with the current practice of welfare institutions.A total of eleven experts in the field of care services validated the first draft,and the assessment tool was revised according to the experts'opin-ions.From May to June,2024,340 adults with disabilities from Second Social Welfare Institute of Shanghai were graded to analyze the reliability and validity of the assessment tool.And then,1 046 subjects from Second Social Welfare Institute of Shanghai were graded using the assessment tool,and the scoring intervals for the five levels of care were determined using cluster analysis.Results The assessment tool included four first-level dimensions,eleven second-level dimensions,39 third-level dimen-sions and 43 indicators.The coefficients of variation of each dimension and indicator were less than 0.25 for ex-pert validation,while the average score of the importance of each indicator was above 4.63,with a full score rate more than 0.86.The overall Cronbach's α coefficient was 0.956,the test-retest reliability was 0.997,and the con-tent validity index of each indicator was 0.83 to 1.00.The exploratory factor analysis extracted four common fac-tors,with a cumulative variance contribution of 86.679%;the loading coefficients of indicators were 0.675 to 0.878,and the correlation coefficients among the dimensions were 0.325 to 0.476.Cluster analysis determined the level of institutional care needs as level 1(severe),level 2(medium-heavy),level 3(medium),level 4(light-moderate),and level 5(light).Conclusion The needs assessment tool for care services for adults with disabilities in welfare institutions developed in this study is good in reliability and validity,and can be used in guiding the care services provided for people with disabilities more efficient and targeted.

Objective:To evaluate the efficacy and safety of intrasaccular flow disruptor in wide-necked intracranial aneurysms.Methods:One hundred and seventeen patients with wide-necked intracranial aneurysms treated with intrasaccular flow disruptor were collected from Department of Neurointervention (First Affiliated Hospital of Zhengzhou University), Department of Neurosurgery (Beijing Tiantan Hospital, Capital Medical University), Department of Cerebrovascular Surgery, Neurosurgery Center (Zhujiang Hospital, Southern Medical University), and Department of Neurosurgery (First Affiliated Hospital of Harbin Medical University) from August 2022 to March 2024. Raymond-Roy Occlusion Classification (RROC) was employed to evaluate aneurysm embolization immediately after procedure; cranial CT or MRI within 48 hours of embolization were performed to identify any new intracranial hemorrhage, subarachnoid hemorrhage, or new symptomatic cerebral infarction related to the intracranial aneurysms. Modified Rankin Scale (mRS) was used to assess the neurological function at discharge. Imaging follow-up and outpatient follow-up were performed at 6 months after embolization to evaluate the aneurysm occlusion degree and complications.Results:A total of 117 intrasaccular flow disruptors were implanted in 117 patients, with a technical success rate of 100%; 115 patients (98.3%) enjoyed successful one-time release of their disruptors, and 2 patients (1.7%) required retrieval and redirection of the disruptors before second successful attempt. Flow disruptor plus stent was performed in 13 patients (11.1%). Immediately after procedure, RROC grading I was noted in 3 patients, grading II in 51 patients and grading III in 63 patients. Cranial CT or MRI within 48 hours of embolization indicated no new intracranial hemorrhage, subarachnoid hemorrhage, or symptomatic cerebral infarction related to the intracranial aneurysms. All patients had mRS score of 0 at discharge. Eighty-three patients completed a 6-month follow-up (RROC grading I in 41 patients, grading II in 33 patients and grading III in 9 patients), without ischemic or hemorrhagic adverse events.Conclusion:The results of this study preliminarily suggest that intrasaccular flow disruptor is effective and safe in wide-necked intracranial aneurysms.

During long-term electrocardiogram (ECG) monitoring, various types of noise inevitably become mixed with the signal, potentially hindering doctors' ability to accurately assess and interpret patient data. Therefore, evaluating the quality of ECG signals before conducting analysis and diagnosis is crucial. This paper addresses the limitations of existing ECG signal quality assessment methods, particularly their insufficient focus on the 12-lead multi-scale correlation. We propose a novel ECG signal quality assessment method that integrates a convolutional neural network (CNN) with a squeeze and excitation residual network (SE-ResNet). This approach not only captures both local and global features of ECG time series but also emphasizes the spatial correlation among ECG signals. Testing on a public dataset demonstrated that our method achieved an accuracy of 99.5%, sensitivity of 98.5%, and specificity of 99.6%. Compared with other methods, our technique significantly enhances the accuracy of ECG signal quality assessment by leveraging inter-lead correlation information, which is expected to advance the development of intelligent ECG monitoring and diagnostic technology.
Electrocardiography/methods* ; Humans ; Signal Processing, Computer-Assisted ; Neural Networks, Computer ; Algorithms

Objective:To discuss the effect of Boschnikia rossica polysaccharides rapa polysaccharides(BRPS)on lipopolysaccharide(LPS)-induced inflammatory responses in the THP-1 macrophages,and to clarify its mechanism.Methods:The THP-1 monocytes were differentiated into the macrophages,and the inflammation model was established using LPS to induce the THP-1 macrophages.CCK-8 method was used to detect the survial rates of the THP-1 macrophages after treated with different concentrations(0,100,200,500,1 000,and 2 000 μg·L-1)of LPS and different concentrations(0,12.5,25.0,50.0,100.0,and 200.0 mg·L-1)of BRPS to select the concentrations for the subsequent experiments.The THP-1 macrophages were divided into blank group,model group,low dose of BRPS group(25.0 mg·L-1 BRPS),medium dose of BRPS group(50.0 mg·L-1 BRPS),and high dose of BRPS group(100.0 mg·L-1 BRPS).P38 inhibitor SB203580,ERK inhibitor U0126,c-Jun N-terminal kinase(JNK)inhibitor SP600125,and nuclear factor of kappa B(NF-κB)inhibitor BAY11-7082 were used to verify the effects on THP-1 cells.The THP-1 cells were divided into control group,LPS group,inhibitor group,100.0 mg·L-1 BRPS group,and inhibitor+100.0 mg·L-1 BRPS group.ELISA method was used to detect the levels of tumor necrosis factor α(TNF-α),interleukin(IL)-6,and IL-1β in culture fluid of the THP-1 macrophages in various groups;DCFH-DA fluorescence probe method was used to detect the reactive oxygen species(ROS)levels in the THP-1 macrophages in various groups;Hoechst33342/PI fluorescence staining method was used to detect the membrane damage in the THP-1 macrophages in various groups;JC-1 fluorescence staining was used to observe mitochondrial membrane potential in the THP-1 macrophages in various groups;Western blotting method was used to detect the expression levels of cyclooxygenase-2(COX-2),high mobility group protein B1(HMGB1),NOD-like receptor thermal protein domain assciated protein 3(NLRP3),cysteinyl aspartate specific protease(Caspase)-1,gasdermin D(GSDMD)-N,IL-1β,mitogen-activated protein kinase(MAPK),and nuclear factor-kappa B(NF-κB)related proteins in the THP-1 macrophages in various groups.Results:The CCK-8 method results showed that when the LPS concentration was 100-2 000 μg·L-1,the survival rates of the THP-1 macrophages were over 90%.Compared with 0 μg·L-1 LPS group,the IL-6 levels in culture fluid of the THP-1 macrophages in 100,200,500,1 000,and 2 000 μg·L-1 LPS group were increased(P<0.05),indicating a significant enhancement of the inflammatory response in the macrophages,so 100 μg·L-1 LPS was used to construct the inflammation model.After treated with 12.5,25.0,50.0,100.0,and 200.0 mg·L-1 BRPS,the survival rates of the THP-1 macrophage were 91.2%,93.8%,91.4%,90.6%,and 91.8%,respectively,so 25.0,50.0,and 100.0 mg·L-1 BRPS were selected as the drug concentrations for low,medium,and high doses of BRPS groups in the subsequent experiments.The ELISA results showed that compared with blank group,the levels of IL-6,TNF-α,and IL-1β in culture fluid of the THP-1 macrophages in model group were increased(P<0.05);compared with model group,the levels of IL-6,TNF-α,and IL-1β in low,medium,and high doses of BRPS groups were decreased(P<0.05).The DCFH-DA fluorescence probe method results showed that compared with blank group,the ROS level in the THP-1 macrophages in model group was increased(P<0.05);compared with model group,the ROS levels in low,medium,and high doses of BRPS groups were decreased(P<0.05).The Hoechst33342/PI fluorescence staining results showed that compared with blank group,the degree of membrane damage in the THP-1 macrophages in model group was increased;compared with model group,the degrees of membrane damage in low,medium,and high doses of BRPS groups were decreased.The JC-1 fluorescence staining results showed that compared with blank group,the mitochondrial membrane potential in the THP-1 macrophages in model group was decreased significantly;compared with model group,the mitochondrial membrane potential in low,medium,and high doses of BRPS groups were increased gradually.The Western blotting results showed that compared with blank group,the expression levels of COX-2,HMGB1,NLRP3,Caspase 1,GSDMD-N,and IL-1β proteins and the ratios of p-P38/P38,p-ERK/ERK,p-JNK/JNK,and p-NF-κB/NF-κB in the THP-1 macrophages in model group were increased(P<0.05);compared with model group,the expression levels of HMGB1,NLRP3,Caspase-1,GSDMD-N,and IL-1β proteins and the ratios of p-P38/P38,p-ERK/ERK,p-JNK/JNK,and p-NF-κB/NF-κB in the THP-1 macrophages in medium and high doses of BRPS groups were decreased(P<0.05),the expression levels of NLRP3,Caspase-1,and IL-1β proteins in the cells in low dose of BRPS group were decreased(P<0.05),the expression level of COX-2 protein in the cells in high dose of BRPS group was decreased(P<0.05).Compared with control group,the ratios of p-P38/P38,p-ERK/ERK,p-JNK/JNK,and p-NF-κB/NF-κB,and the expression level of IL-1β protein in the THP-1 macrophages in LPS group were increased(P<0.05);compared with LPS group,the ratios of p-P38/P38,p-ERK/ERK,p-JNK/JNK,and p-NF-κB/NF-κB,and the expression level of IL-1β protein in the THP-1 macrophages in inhibitor group,100 mg·L-1 BRPS group,and inhibitor+100 mg·L-1 BRPS group were decreased(P<0.05);compared with inhibitor group,the ratios of p-P38/P38,p-ERK/ERK,p-JNK/JNK,and p-NF-κB/NF-κB in the THP-1 macrophages in inhibitor+100 mg·L-1 BRPS group were decreased(P<0.05).Conclusion:BRPS inhibits the inflammatory response of the THP-1 macrophages,which may be related to the MAPK and NF-κB signaling pathways regulated by BRPS.

Objective To analyze the effects of three sterilization methods,namely,pressure steam,low-temperature plasma and ethylene oxide,on the magnetic flux of magnetic surgical devices and their sterilization costs.Methods A total of 234 magnetic surgical devices of different specifications and models(magnetic rings)were randomly divided into Group A,Group B and Group C after the paired number was labelled,and each group consisted of 78 pieces(39 pairs).After packaging each pair of devices according to sterilization specifications,Group A was sterilized by pressure steam,Group B was sterilized by low-temperature plasma,and Group C was sterilized by ethylene oxide.We measured the magnetic flux of three sets of magnetic rings before and after sterilization,and comparatively analyzed the sterilization cost and sterilization time of the single package.Results There was no statistically significant difference in the impact of the three sterilization methods on the magnetic flux of the magnetic surgical devices(P＞0.05),but there was a significant difference in the magnetic flux before and after sterilization for each sterilization method(P＜0.001);the sterilization cost was(1.96±0.16)yuan for Group A,(23.17±0.32)yuan for Group B,and(8.16±0.18)yuan for Group C,showing statistically significant differences among the three groups(P＜0.01).The sterilization time was(65.21±3.36)min for Group A,(45.46±1.39)min for Group B,and(1020.38±12.21)min for Group C,with statistically significant differences among the three groups(P＜0.01).Conclusion None of the three sterilization methods affects the magnetic flux of the magnetic surgical devices.Pressure steam method shows the lowest cost of single package,low-temperature plasma method shows the highest cost of single package,while ethylene oxide method shows the highest sterilization time.Pressure steam should be the preferred sterilization method for magnetic surgical devices.

Cerebral hemorrhage has a high incidence and numerous complications.Pulmonary in-fection is one of the serious complications of cerebral hemorrhage.Domestic and foreign researchers have developed pulmonary infection prediction models for patients with cerebral hemorrhage,which can provide references for clinical medical staff to identify high-risk groups in the early stage and formulate intervention strategies as soon as possible.This article summarized the risk factors of pulmonary infec-tion,the overview of risk prediction models,the current research status of pulmonary infection predic-tion models,and the significance of prediction,aiming to provide references for the evaluation and pre-vention of pulmonary infection in patients with cerebral hemorrhage.

Photoplethysmography (PPG) is often affected by interference, which could lead to incorrect judgment of physiological information. Therefore, performing a quality assessment before extracting physiological information is crucial. This paper proposed a new PPG signal quality assessment by fusing multi-class features with multi-scale series information to address the problems of traditional machine learning methods with low accuracy and deep learning methods requiring a large number of samples for training. The multi-class features were extracted to reduce the dependence on the number of samples, and the multi-scale series information was extracted by a multi-scale convolutional neural network and bidirectional long short-term memory to improve the accuracy. The proposed method obtained the highest accuracy of 94.21%. It showed the best performance in all sensitivity, specificity, precision, and F1-score metrics, compared with 6 quality assessment methods on 14 700 samples from 7 experiments. This paper provides a new method for quality assessment in small samples of PPG signals and quality information mining, which is expected to be used for accurate extraction and monitoring of clinical and daily PPG physiological information.
Photoplethysmography ; Machine Learning ; Neural Networks, Computer