Depression, a mental health disorder, has emerged as one of the significant challenges in the global public health domain. Investigating the pathogenesis of depression and accurately assessing the symptomatic changes are fundamental to formulating effective clinical diagnosis and treatment strategies. Utilizing non-invasive brain imaging technologies such as functional magnetic resonance imaging and scalp electroencephalography, existing studies have confirmed that the onset of depression is closely associated with abnormal neural activities and altered functional connectivity in multiple brain regions. Magnetoencephalography, unaffected by tissue conductivity and skull thickness, boasts high spatial resolution and signal-to-noise ratio, offering unique advantages and significant value in revealing the abnormal brain mechanisms and neural characteristics of depression. This review, starting from the rhythmic characteristics, nonlinear dynamic features, and connectivity characteristics of magnetoencephalography in depression patients, revisits the research progress on magnetoencephalography features related to depression, discusses current issues and future development trends, and provides insights for the study of pathophysiological mechanisms, as well as for clinical diagnosis and treatment of depression.
Humans ; Magnetoencephalography/methods* ; Brain/physiopathology* ; Depression/diagnosis* ; Electroencephalography ; Magnetic Resonance Imaging

Accurate detection of cephalometric landmarks is crucial for orthodontic diagnosis and treatment planning. Current landmark detection methods are mainly divided into heatmap-based and regression-based approaches. However, these methods often rely on parallel computation of multiple models to improve accuracy, significantly increasing the complexity of training and deployment. This paper presented a novel regression method that can simultaneously detect all cephalometric landmarks in high-resolution X-ray images. By leveraging the encoder module of Transformer, a dual-encoder model was designed to achieve coarse-to-fine localization of cephalometric landmarks. The entire model consisted of three main components: a feature extraction module, a reference encoder module, and a fine-tuning encoder module, responsible for feature extraction and fusion of X-ray images, coarse localization of cephalometric landmarks, and fine localization of landmarks, respectively. The model was fully end-to-end differentiable and could learn the intercorrelation relationships between cephalometric landmarks. Experimental results showed that the successful detection rate (SDR) of our algorithm was superior to other existing methods. It attained the highest 2 mm SDR of 89.51% on test set 1 of the ISBI2015 dataset and 90.68% on the test set of the ISBI2023 dataset. Meanwhile, it reduces memory consumption and enhances the model's popularity and applicability, providing more reliable technical support for orthodontic diagnosis and treatment plan formulation.
Cephalometry/methods* ; Humans ; Algorithms ; Anatomic Landmarks/diagnostic imaging* ; Image Processing, Computer-Assisted/methods* ; X-Rays

Background With the widespread application of ionizing radiation technology in non-medical fields, the number of non-medical radiation workers has steadily increased over the years. Individual dose monitoring serves as a crucial measure to safeguard the occupational health of non-medical radiation workers, as it can accurately identify occupational health risks and optimize radiation protection strategies. Objective To analyze the individual monitoring data of radiation workers from partial non-medical sectors in Shanghai from 2016 to 2023, to obtain the status of occupational radiation exposure and to provide a reference basis for non-medical radiation hygiene supervision and protection management. Methods The study subjects consisted of radiation workers from non-medical institutions in Shanghai who recieved individual dose monitoring at a Class-A radiation health technical service institution between 2016 and 2023. Under the Specifications for individual monitoring of occupational external exposure (GBZ 128-2019), thermoluminescence dosimetry was used for measuring personal dose equivalent, H_p(10), of various occupations encompassing industrial irradiation, industrial radiography, radioisotope production, accelerator operation, other industrial applications, education, and veterinary medicine. Kruskal-Wallis H test was used for comparison among multiple groups, Bonferroni method was adopted for pairwise comparison, and Mann-Kendall test was conducted for trend analysis to analyze the per-capita annual effective dose and its variation over time across different occupational categories of radiation workers. Results A total of 13728 person-times of non-medical radiation workers were monitored from 2016 to 2023, accumulating a collective effective dose of 3025.69 person-mSv. The per-capita annual effective dose M(P₂₅, P₇₅) was 0.14(0.08, 0.25) mSv. There were statistically significant differences in the per-capita annual effective dose of radiation workers in different years (H=874.826, P< 0.05). Similarly, significant variations were identified among various occupational categories (H=115.569, P< 0.05). Among them, the per-capita annual effective dose of radiological workers engaged in the production of radioactive isotopes was the highest, at 0.21(0.14, 0.32) mSv, followed by those in veterinary medicine, at 0.17 (0.11, 0.61) mSv; the difference between these two groups was not statistically significant (Z=1.231, P > 0.05), but both were significantly higher than those in other occupational categories (Z=3.913, 9.761, P<0.05). The veterinary medicine category had the highest proportion of monitored individuals with annual effective dose exceeding 1 mSv to the total number of monitored individuals(NR₁), reaching 17.12%, and the industrial radiography category showed the highest proportion of workers exposed to more than the annual investigation level 5 mSv to the total number of monitored individuals (NR₅), at 0.16%. Conclusion From 2016 to 2023, the overall individual doses of some non-medical radiation workers in Shanghai remain low, indicating well-controlled radiation levels in workplaces and low exposure risks. It is necessary to focus on radiation workers engaged in radioisotope production, veterinary medicine and industrial radiography.

Background The monitoring of external radiation individual doses for radiation workers is a statutory task and serves as an important basis for the diagnosis of occupational diseases in this occupational group. Ensuring the accuracy and reliability of monitoring data is crucial for safeguarding the health of radiation workers. Objective To evaluate and compare the capabilities and levels of external radiation individual dose monitoring conducted by radiation hygiene service institutions in Shanghai, to standardize relevant workflows, and to improve the accuracy and reliability of the monitoring service. Methods From 2021 to 2023, annual intercomparisons of external radiation individual dose monitoring capabilities were organized for radiation hygiene service institutions in Shanghai. The study subjects were 19 to 21 radiation hygiene service institutions registered in Shanghai for each year and they all participated in the intercomparisons. The monitoring subjects included 16 district-level centers for disease control and prevention (CDCs) and 13 third-party testing agencies. Monitoring capabilities were analyzed based on single-group performance, comprehensive performance, and Q-value. In the intercomparison, a thermoluminescent dosimetry system was used to perform irradiation tests on thermoluminescence dosimeter [made of lithium fluoride (magnesium, copper, phosphorus), LiF (Mg, Cu, P)], and monitoring data for X-rays and γ-rays at different doses and radiation conditions were analyzed following a standard procedure specified by GBZ 207−2016. Statistical methods included t-test and Kolmogorov-Smirnov test, with statistical significance set at P<0.05. Results From 2021 to 2023, the number of participating institutions was 19, 21, and 19, respectively, with an overall pass rate of 94.9% (56/59). Two institutions failed in 2022 and one in 2023. The number of institutions meeting the excellent standard in single-group and comprehensive performance was 9, 12, and 13, respectively, and the number of institutions ultimately rated as excellent was 3, 7, and 8,respectively, with an overall excellence rate of 30.5% (18/59) and an excellence conversion rate of 52.9%. The pass rates for single-group and comprehensive performance were both 98.3%. The number of groups with negative deviation was 1.86 times that of groups with positive deviation for X-rays, and 1.10 times for γ-rays. For X-rays, there was a statistically significant deviation between doses of less than 1.0 mSv and more than 1.0 mSv (P=0.01), while there was no significant difference in the single-group performance deviation between X-rays and γ-rays at the same dose. There was a statistically significant difference between the reported and reference values for X-rays in 2021 and 2022 (P<0.05), but no significant difference in 2023 (P>0.05); there was no significant difference between the reported and reference values for γ-rays over the three years (P>0.05). Conclusion Over the past three years, the external radiation individual dose monitoring capability intercomparison results of radiation hygiene service institutions in Shanghai have shown that the pass rate remains at a high level, with the excellence rate increasing year by year. However, some institutions still need to improve their monitoring capabilities, and further cooperation among institutions and training for technical staff are needed to enhance the capabilities and standardization of external radiation individual dose monitoring in Shanghai.

ObjectiveThe purpose was to understand the background level of environmental radioactivity in the surrounding area of Qinshan Nuclear Power Plant and accumulate historical monitoring data of radioactivity in the environment， in order to detect and deal with radioactive risk in water sources earlier. MethodsAccording to the requirements of the "Shanghai environmental radioactivity background monitoring plan"， the area 1 closest to the Qinshan Nuclear Power Plant was selected as the monitoring point， and the area 2 far from the nuclear power plant was selected as the blank control point. Considering the seasonal characteristics of high water， low water， and normal water periods， the establishment of sampling points， and population density and other comprehensive factors， a model of sampling from the disease control centers in these two regions was established， with the supervision and quality control by Shanghai disease control center. The water samples were collected once a quarter， with a sampling volume of 5 L each time， and the samples were sent to Shanghai Municipal Center for Disease Control and Prevention for processing and measurement. Since 2012， water samples from the two sources have been collected for more than ten years for the total α and total β monitoring of radioactive levels. Results2012‒2022 Area 1 total α radioactivity， total β radioactivity concentration ranges were 1.83×10^-2‒3.93 ×10^-2 Bq·L^-1 and 6.05×10^-2‒23.73 ×10^-2 Bq·L^-1， respectively. Total α radioactivity and total β radioactivity concentration ranges in Area 2 were 1.63×10^-2‒4.46 ×10^-2 Bq·L^-1， and 9.60×10^-2‒25.33 ×10^-2 Bq·L^-1，respectively. ConclusionThe radioactive levels in the source water of Area 1 and Area 2 are within the normal background range， which meets the requirements of the "Standard test methods for drinking water - radioactive indicators" （GB/T 5750.13‒2006）.

Objective To analyze the clinical features of patients with open injuries combined with infections in Chinese Wenchuan earthquake and summarize the therapeutic experience. Methods An analysis was done on 54 patients with open injuries combined with infection transferred to our depart-ment from May 13, 2008 to June 10, 2008. Thorough debridement was performed based on general sup-porting management and anti-bacterial thempies done on the basis of results of bacteria culture and sus-ceptibility test. In the meantime, other managements including high-pressure oxygen therapy and external fixation were done for open fractures. Results Infection could be found in all open injuries, primarily combined infections with G+ coccus and G- bacillus or anaerobic. Moreover, most of the patients were infected by anaerobia. Of all, 1 patient with amputation received multiple debridement and repair because of severe infection of the amputation site and no death occurred. All patients recovered uneventfully, with sound wound healing, except for 2 patients. External fixation was stable and in good position. Conclu-sions The repeated and thorough debridement and the timely closure of wounds on the basis of energeti-cally anti-infection measures are key to diminishing the mortality rate and mutilation rate. Appropriate ad-junctive therapy can dramatically improve the curative effect.