1.Effect of miR-34a-5p on hippocampal neuron apoptosis in rats with temporal lobe epilepsy and its mechanism
Jiarui LI ; Zhenlin YANG ; Fan GAO ; Jingjing GUO ; Jinzi LI
Journal of Jilin University(Medicine Edition) 2025;51(4):939-947
Objective:To discuss the effect of microRNA-34a-5p(miR-34a-5p)on the neuron apoptosis in hippocampus tissue of the rats with temporal lobe epilepsy,and to clarify its mechanism.Methods:Fifty-two male SD rats were randomly divided into control group,model group,miR-34a-5p inhibitor group,and inhibitor negative control group,and there were 13 rats in each group.The PONEMAH 6.X experimental animal telemetry platform was used to record the electroencephalogram(EEG)of the rats in various groups;real-time fluorescence quantitative PCR(RT-qPCR)was used to detect the expression levels of miR-34a-5p in hippocampus tissue of the rats in various groups;HE staining was used to observe the morphology of hippocampus tissue of the rats in various groups;TUNEL method was used to detect the apoptotic rates of neurons in hippocampus tissue of the rats in various groups;immunohistochemistry method was used to determine the positive expression rates of CDK6,p-Rb,and E2F1 proteins in hippocampus tissue of the rats in various group;Western blotting method was used to detect the expression levels of cyclin-dependent protein kinase 6(CDK6),phosphorylated retinoblastoma protein(p-Rb),and E2F transcription factor 1(E2F1)proteins in hippocampus tissue of the rats in various groups.Results:No abnormalities were observed in the rats in control group;the rats in model group,miR-34a-5p inhibitor group,and inhibitor negative control group exhibited varying degrees of drooling,trembling,bloody tears,staring,chewing tremors,followed by nodding and blinking,and finally forelimb convulsions,standing upright,and falling.Compared with control group,the total duration of epileptic seizures of the rats in model group was significantly prolonged(P<0.01);compared with model group,the total duration of epileptic seizures of the rats in miR-34a-5p inhibitor group was shortened(P<0.01);compared with miR-34a-5p inhibitor group,the total duration of epileptic seizures of the rats in inhibitor negative control group was prolonged(P<0.01).The RT-qPCR results showed that compared with control group,the expression level of miR-34a-5p in hippocampus tissue of the rats in model group was increased(P<0.01);compared with model group,the expression level of miR-34a-5p in hippocampus tissue of the rats in miR-34a-5p inhibitor group was increased(P<0.05);compared with miR-34a-5p inhibitor group,the expression level of miR-34a-5p in hippocampus tissue of the rats in inhibitor negative control group was increased(P<0.01).The HE staining results showed that compared with control group,the cell arrangement in model group was disordered;compared with model group,the cell arrangement in miR-34a-5p inhibitor group was orderly;compared with miR-34a-5p inhibitor group,the cell morphology in inhibitor negative control group was irregular.The TUNEL staining results showed that compared with control group,the apoptotic rate of neurons in CA1 region of hippocampus tissue of the rats in model group was increased(P<0.01);compared with model group,the apoptotic rate of neurons in CA1 region of hippocampus tissue of the rats in miR-34a-5p inhibitor group was decreased(P<0.05);compared with miR-34a-5p inhibitor group,the apoptotic rate of neurons in CA1 region of hippocampus tissue of the rats in inhibitor negative control group was increased(P<0.05).The immunohistochemistry results showed that compared with control group,the positive expression rates of CDK6,p-Rb and E2F1 proteins in hippocampus tissue of the rats model group were increased(P<0.05 or P<0.01);compared with model group,the positive expression rates of CDK6,p-Rb and E2F1 proteins in hippocampus tissue of the rats in miR-34a-5p inhibitor group were decreased(P<0.05);compared with miR-34a-5p inhibitor group,the positive expression rates of CDK6,p-Rb and E2F1 proteins in hippocampus tissue of the rats in inhibitor negative group were increased(P<0.05 or P<0.01).The Western blotting results showed that compared with control group,the expression levels of CDK6,p-Rb,and E2F1 proteins in hippocampus tissue of the rats in model group were increased(P<0.01);compared with model group,the expression levels of CDK6,p-Rb,and E2F1 proteins in hippocampus tissue of the rats in miR-34a-5p inhibitor group were decreased(P<0.05 or P<0.01);compared with miR-34a-5p antagomir group,the expression levels of CDK6,p-Rb,and E2F1 proteins in hippocampus tissue of the rats in inhibitor negative control group were increased(P<0.05 or P<0.01).Conclusion:The expression of miR-34a-5p is upregulated in the hippocampal tissue of temporal lobe epilepsy rats,and hippocampal neuron apoptosis is increased.Inhibition of miR-34a-5p expression can reduce the hippocampal neuron apoptotic rate,and its mechanism may be related to the regulation of CDK6,p-Rb,and E2F1 protein expressions in the hippocampus tissue by miR-34a-5p.
2.Clinical guideline for diagnosis and treatment of nonunion of osteoporotic vertebral fractures (version 2025)
Haipeng SI ; Le LI ; Junjie NIU ; Wencan ZHANG ; Fuxin WEI ; Jinqiu YUAN ; Qiang YANG ; Hongli WANG ; Guangchao WANG ; Shihong CHEN ; Yunzhen CHEN ; Xiaoguang CHENG ; Jianwen DONG ; Shiqing FENG ; Rui GU ; Yong HAI ; Tianyong HOU ; Bo HUANG ; Xiaobing JIANG ; Lei ZANG ; Chunhai LI ; Nianhu LI ; Hua LIN ; Hongjian LIU ; Peng LIU ; Xinyu LIU ; Sheng LU ; Shibao LU ; Chunshan LUO ; Lvy CHAOLIANG ; Lvy WEIJIA ; Xuexiao MA ; Wei MEI ; Chunyang MENG ; Cailiang SHEN ; Chunli SONG ; Ruoxian SONG ; Jiacan SU ; Honglin TENG ; Hui SHENG ; Beiyu WANG ; Bingwu WANG ; Liang WANG ; Xiangyang WANG ; Nan WU ; Guohua XU ; Yayi XIA ; Jin XU ; Youjia XU ; Jianzhong XU ; Cao YANG ; Maowei YANG ; Zibin YANG ; Xiaojian YE ; Hailong YU ; Xijie YU ; Hua YUE ; Zhili ZENG ; Xinli ZHAN ; Hui ZHANG ; Peixun ZHANG ; Wei ZHANG ; Zhenlin ZHANG ; Jianguo ZHANG ; Tengyue ZHU ; Qiang LIU ; Huilin YANG
Chinese Journal of Trauma 2025;41(10):932-945
Nonunion of osteoporotic vertebral fractures (OVF), predominantly affecting the elderly, can lead to intractable pain, vertebral collapse, progressive kyphotic deformity, and neurological impairment, significantly compromising patients′ quality of life. There exists considerable debate on diagnosis and management of OVF, encompassing key issues such as clinical diagnosis and staging criteria for nonunion, surgical indications and procedure selection, and postoperative rehabilitation planning. Currently, there lacks standardized clinical guideline and expert consensus on the diagnosis and management of OVF nonunion in China. To address this gap, Minimally Invasive Surgery Group of Chinese Orthopedic Association, Osteoporosis Committee of Chinese Association of Orthopedic Surgeons, Prevention and Rehabilitation Committee for Osteoporosis of Chinese Association of Rehabilitation Medicine and Minimally Invasive Orthopedic Surgery Branch of China Association for Geriatric Care jointly organized domestic experts in spinal surgery, endocrinology, and rehabilitation to formulate the Clinical guideline for the diagnosis and treatment for nonunion of osteoporotic vertebral fractures ( version 2025), based on existing literature and clinical experience and adhering to principles of scientific rigor and practicality. The guideline provided 13 evidence-based recommendations encompassing diagnosis and treatment of OVF nonunion, aiming to standardize its clinical management.
3.Correlation between serum 25-hydroxyvitamin D levels and 24-h urinary calcium excretion and hypercalciuria in Chinese adults
Li SHEN ; Hao ZHANG ; Qi LU ; Shanshan LI ; Chao GAO ; Yazhao MEI ; Hua YUE ; Xiangtian YU ; Qi YAO ; Yanan HUO ; Yuhong ZENG ; Yin JIANG ; Zhongjian XIE ; Aijun CHAO ; Xiaolan JIN ; Li MAO ; Zhenlin ZHANG
Chinese Journal of Internal Medicine 2025;64(4):318-324
Objective:To investigate the association between serum 25-hydroxyvitamin D [25(OH)D] levels and 24-h urinary calcium excretion (24-h UCaE) and hypercalciuria in Chinese adults.Methods:This cross-sectional study was conducted from March 2022 to March 2023 in nine cities in China and included 1 239 residents. Demographic characteristics were collected through questionnaires and physical examinations, fasting blood samples were assessed for bone metabolism indicators, and 24-h urine samples were used to determine the 24-h UCaE. Multiple linear regression analysis was used to explore the relationship between serum 25(OH)D and 24-h UCaE and bone metabolism indexes. The relationship between serum 25(OH)D and hypercalciuria was analyzed using a multiple logistic regression model combined with restricted cubic spline modeling.Results:The mean participant age was (47.9±18.1) years, of which 453 (36.6%) were male. The percentages of vitamin D sufficiency, insufficiency, and deficiency were 7.6% (94/1 239), 29.0% (359/1 239), and 63.4% (786/1 239), respectively. The multiple linear regression model showed that after adjusting for the covariates the 24-h UCaE gradually increased with higher levels of 25(OH)D ( P overall <0.001, P nonlinear <0.001). The logistic regression analysis revealed that compared with the vitamin D deficient group, the OR for the prevalence of hypercalciuria in the vitamin D sufficient and vitamin D insufficient groups were 3.290 (95% CI 1.745 to 6.202) and 3.742 (95% CI 2.458 to 5.697), respectively. The results of the restricted cubic spline modeling showed a positive nonlinear relationship between 25(OH)D and the prevalence of hypercalciuria ( P overall <0.001, P nonlinear <0.001). The prevalence of hypercalciuria increased when 25(OH)D was >17.00 μg/L and peaked at 26.71 μg/L, after which there was a decreasing trend in the prevalence of hypercalciuria with increasing 25(OH)D. Conclusion:Associations between serum 25(OH)D levels and urinary calcium excretion and the prevalence of hypercalciuria were observed in the Chinese adult population.
4.The value of orthopedic metal artifact reduction technology in dual-layer detector CT for improving postoperative CT image quality in patients with lumbar internal fixation implants
Yuting WEN ; Yu YANG ; Xinyue LI ; Yan ZHENG ; Xuelin PAN ; Xiaodi ZHANG ; Huafeng CUI ; Zhenlin LI
Chinese Journal of Radiology 2025;59(5):591-598
Objective:To evaluate the clinical utility of dual-layer detector CT integrated with virtual monoenergetic imaging (VMI) and an orthopedic metal artifact reduction (O-MAR) algorithm in improving the image quality of patients after lumbar pedicle screw fixation surgery, and to analyze its impact on different types of artifacts and image quality of different tissues.Methods:The study was a prospective study, The study enrolled patients who underwent lumbar pedicle screw fixation at West China Hospital of Sichuan University between March and September 2024. All patients underwent lumbar CT scans using a dual-layer detector system, and four image sets were reconstructed. CLumbar routine scans were performed using dual-layer detector CT, and four image sets were reconstructed:onventional images (CI non-O-MAR), conventional images with O-MAR (CI O-MAR), virtual monoenergetic images (VMI non-O-MAR), and VMI with O-MAR (VMI O-MAR). Objective metrics including artifact index (AI), signal-to-noise ratio (SNR), and contrast-to-noise ratio (CNR) were quantified, alongside subjective image quality assessment. One-way ANOVA or Friedman test were used to compare the objective evaluation indicators of image quality between VMI non-O-MAR and VMI O-MAR at different energy levels. Paired t-test or Wilcoxon signed-rank test was used for CI non-O-MAR/VMI non-O-MAR versus CI O-MAR/VMI O-MAR comparisons. Results:A total of 30 patients were included, and all underwent internal fixation with titanium alloy pedicle screws. Objective analysis revealed that in both high-and low-density artifact regions, the AI values of the VMI O-MAR group decreased with the increase of energy levels, and were significantly lower than those of the corresponding VMI non-O-MAR group, with a statistically significant difference (all P<0.001). When the energy level≥140 keV, the AI value of the VMI O-MAR group was simultaneously lower than that of the CI non-O-MAR group and the CI O-MAR group, with statistically significant differences (all P<0.05). The SNR and CNR on the vertebral bodies in the VMI non-O-MAR group and the VMI O-MAR group showed a decreasing trend with increasing energy levels, and were always lower than those in the CI group at high energy levels (100-180 keV) (all P<0.05). At high energy levels (100-180 keV), the SNR of VMI O-MAR in the intervertebral disc and intraspinal tissues was higher than that of the VMI non-O-MAR group, with statistically significant differences (all P<0.05). Compared to other groups, subjective analysis indicated that the 140 keV VMI combined with O-MAR group received the highest image quality scores ( P<0.05). Conclusions:The combined application of VMI and O-MAR technology effectively reduces metal artifacts in post-lumbar fixation CT images. The 140 keV VMI with O-MAR reconstruction provides superior image quality and enhances diagnostic confidence.
5.Efficacy analysis of different surgical approaches for anterior skull base malignant tumors involving the orbit
Ce WU ; Junqi LIU ; Li WANG ; Yan QI ; Wei WEI ; Qiuhang ZHANG ; Zhenlin WANG
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2025;60(9):1078-1083
Objective:To analyze the efficacy and safety of different surgical approaches for the treatment of anterior skull base malignancies involving the orbit.Methods:Retrospective analysis was conducted on patients with anterior skull base malignancies involving orbit who attended Xuanwu Hospital of Capital Medical University from April 2013 to July 2021. They were divided into endoscopic endonasal approach(EEA), lateral orbital approach(ELOA), and sublabial transmaxillary approach(ESTMA) groups according to the primary surgical approach. One-way analysis of variance and χ 2 test were used to compare the clinical characteristics, degree of tumour resection, rate of postoperative cranial nerve palsy and improvement of visual acuity; Log-rank test was applied to assess the difference in overall survival (OS). Results:One hundred and ninety-eight patients were enrolled, including 107 males and 91 females, aged (48.5±15.3) years. There were 153, 33, and 12 patients in the EEA, ESTMA, and ELOA groups, respectively. There were no significant differences among the three groups in age, gender, and history of radiotherapy, chemotherapy or surgery ( P>0.05 for all). All patients in ELOA group had preoperative visual impairment (12/12), with a significantly higher percentage than EEA group (56/153) and ESTMA group (14/33) ( χ2=19.72, P<0.001). There was no significant difference between three groups in the degree of tumor resection (gross total resection: 84.97% vs. 81.82% vs. 58.33%, χ2=5.58, P>0.05), postoperative cranial nerve palsy rate (13.07% vs. 30.30% vs. 16.67%, χ2=5.95, P>0.05), visual improvement rate (58.93% vs. 57.14% vs. 58.33%, χ2=0.04, P>0.05) and 5-year OS (60.69% vs. 42.66% vs. 50.00%, χ2=3.22, P>0.05). Conclusion:All three surgical approaches were safe, effective and feasible treatment modalities.
6.Prevention and control status of drinking water-borne endemic fluorosis in Inner Mongolia Autonomous Region in 2015 and 2023
Zhenlin LI ; Xuan WANG ; Yanhong LI ; Yijun LIU ; Na CUI ; Xiaojuan YANG ; Chengxiang ZHAO ; Zili CHANG
Chinese Journal of Endemiology 2025;44(5):374-379
Objective:To study the implementation progress of the prevention and control measures for drinking water-borne endemic fluorosis and the changing trend of fluorosis conditions in Inner Mongolia Autonomous Region, comprehensively evaluate the effectiveness of prevention and control measures, and provide a basis for the next step of prevention and control of the disease.Methods:In 2015 and 2023, a cross-sectional survey method was used to investigate the water improvement situation, the operation of water improvement projects, the detection of fluoride level in water, and the prevalence of dental fluorosis in children aged 8 to 12 in all affected villages of 11 leagues (cities) in the entire autonomous region. The prevention and control effect of drinking water-borne endemic fluorosis in the entire autonomous region was evaluated.Results:The water improvement rates of all affected villages in the entire autonomous region in 2015 and 2023 were 84.12% (8 218/9 769) and 95.38% (8 944/9 377), respectively. The qualified rates of water fluoride in the villages with water improvement in the entire autonomous region were 66.21% (5 441/8 218) and 91.00% (8 139/8 944), respectively. The water improvement rate and water fluoride qualification rate of water improvement villages in 2023 were both higher than those in 2015, and the differences were statistically significant (χ 2 = 652.96, 1 593.81, P < 0.001). The detection rates of dental fluorosis in children aged 8 to 12 years in the entire autonomous region in 2015 and 2023 were 9.26% (7 548/81 484) and 4.46% (3 441/77 155), respectively. The detection rate of dental fluorosis in children in 2023 was lower than that in 2015, and the difference was statistically significant (χ 2 = 1 418.20, P < 0.001). In 2015 and 2023, the total compliance rate of all affected villages in the entire autonomous region reaching the control standards were 57.94% (5 660/ 9 769) and 92.37% (8 662/9 377), respectively. The total compliance rate of all affected villages in 2023 was higher than that in 2015, and the difference was statistically significant (χ 2 = 3 010.38, P < 0.001). Conclusions:Compared with 2015, the prevention and control measures of drinking water-borne endemic fluorosis in Inner Mongolia Autonomous Region have been effectively implemented in 2023, with a significant decrease in the detection rate of dental fluorosis in children. However, there are still a few affected villages that have not achieved the control standards, and prevention and control work still need to be further strengthened.
7.Characteristics of the population of skeletal fluorosis patients and influencing factors on treatment willingness in drinking-tea-borne endemic fluorosis areas in Inner Mongolia Autonomous Region
Xiaojuan YANG ; Na CUI ; Zhiwei GUO ; Zhenlin LI ; Xuan WANG ; Zili CHANG ; Chengxiang ZHAO ; Yijun LIU
Chinese Journal of Endemiology 2025;44(8):639-646
Objective:To investigate the characteristics of the population of skeletal fluorosis patients in drinking-tea-borne endemic fluorosis (referred to as drinking-tea-borne fluorosis) areas in Inner Mongolia Autonomous Region (referred to as Inner Mongolia) and the influencing factors of treatment willingness, and to provide a basis for improving the prevention and control measures of drinking-tea-borne fluorosis and the treatment plan of skeletal fluorosis.Methods:From August to October 2022, a face-to-face questionnaire survey was conducted in key areas of drinking-tea-borne fluorosis in Inner Mongolia (administrative villages with an average daily intake of tea fluoride > 3.5 mg and skeletal fluorosis patients identified by the general survey of drinking-tea-borne fluorosis in Inner Mongolia in 2019), and to investigate the demographic, severity, and treatment status of patients with skeletal fluorosis, analyze the demographic characteristics of patients with skeletal fluorosis and the influencing factors of treatment willingness.Results:A total of 734 patients with skeletal fluorosis were investigated, including 543 mild cases, 125 moderate cases and 66 severe cases. The gender ratio of patients with skeletal fluorosis was 0.71 ∶ 1.00 (305/429), the age was concentrated in > 50 - 70 years old (70.57%, 518/734), the proportion of Mongolians was 94.28% (692/734), the proportion of herders was 97.68% (717/734), the educational level was mainly primary school (54.63%, 401/734), and the proportion of poor households and immigrants who had moved to their current residence was 7.08% (52/734) and 8.04% (59/734), respectively. The distribution of the severity of skeletal fluorosis in patients of different ages, genders, and educational levels was compared, and the differences were statistically significant ( P < 0.05). Fifty-three point two seven percent (391/734) of the patients had a willingness to undergo non-pharmacological treatment, of which 69.82% (273/391) had already started non-pharmacological treatment, with a treatment effectiveness rate of 73.99% (202/273). Sixty-five point two six percent (479/734) of the patients had a willingness to receive medication treatment, of which 7.31% (35/479) had already started medication treatment, with a treatment effectiveness rate of 54.29% (19/35). Zero point two seven percent (2/734) of the patients expressed a willingness to undergo surgical treatment, while no patients underwent surgical treatment. Multivariate logistic regression analysis showed that the age, ethnicity, occupation, educational level, poverty status, immigrants status, and the severity of skeletal fluorosis were all influencing factors of non-pharmacological treatment willingness ( P < 0.05). Occupation, educational level, poverty status, immigrants status, and the severity of skeletal fluorosis were all influencing factors of medication treatment willingness ( P < 0.05). Conclusions:Patients with skeletal fluorosis caused by tea drinking in Inner Mongolia are mainly from Mongolian ethnic groups, herders, middle-aged and elderly people, and those with a lower educational levels. The willingness of patients to receive treatment is influenced by various factors, and corresponding intervention measures can be formulated and taken based on these influencing factors to effectively improve the disease prevention awareness and treatment willingness of patients and the public.
8.Distance self-attention and long short-term memory model for predicting X-ray tube arcing in CT equipment
Haopeng ZHOU ; Yuyao TANG ; Changxi WANG ; Kang LI ; Zhenlin LI
Chinese Journal of Medical Imaging Technology 2025;41(4):659-665
Objective To construct a distance self-attention(DSA)and long short-term memory(LSTM)model and observe its value for predicting X-ray tube arcing in CT equipment.Methods CT equipment status data of internet of medical things were collected and preprocessed,then DSA-LSTM model based on model attention(MA)module and nonlinear attenuation distance factor was constructed,and its value for predicting X-ray tube arcing in CT equipment was analyzed compared with other models.Results Compared with other models,DSA-LSTM model had better comprehensive efficiency for predicting X-ray tube arcing in CT equipment.MA module and nonlinear attenuation distance factor could improve the predictive efficiency of DSA-LSTM model,and all included features contributed to the performance of DSA-LSTM model in a certain extent.Conclusion DSA-LSTM model could effectively predict X-ray tube arcing in CT equipment.
9.Clinical guideline for diagnosis and treatment of nonunion of osteoporotic vertebral fractures (version 2025)
Haipeng SI ; Le LI ; Junjie NIU ; Wencan ZHANG ; Fuxin WEI ; Jinqiu YUAN ; Qiang YANG ; Hongli WANG ; Guangchao WANG ; Shihong CHEN ; Yunzhen CHEN ; Xiaoguang CHENG ; Jianwen DONG ; Shiqing FENG ; Rui GU ; Yong HAI ; Tianyong HOU ; Bo HUANG ; Xiaobing JIANG ; Lei ZANG ; Chunhai LI ; Nianhu LI ; Hua LIN ; Hongjian LIU ; Peng LIU ; Xinyu LIU ; Sheng LU ; Shibao LU ; Chunshan LUO ; Lvy CHAOLIANG ; Lvy WEIJIA ; Xuexiao MA ; Wei MEI ; Chunyang MENG ; Cailiang SHEN ; Chunli SONG ; Ruoxian SONG ; Jiacan SU ; Honglin TENG ; Hui SHENG ; Beiyu WANG ; Bingwu WANG ; Liang WANG ; Xiangyang WANG ; Nan WU ; Guohua XU ; Yayi XIA ; Jin XU ; Youjia XU ; Jianzhong XU ; Cao YANG ; Maowei YANG ; Zibin YANG ; Xiaojian YE ; Hailong YU ; Xijie YU ; Hua YUE ; Zhili ZENG ; Xinli ZHAN ; Hui ZHANG ; Peixun ZHANG ; Wei ZHANG ; Zhenlin ZHANG ; Jianguo ZHANG ; Tengyue ZHU ; Qiang LIU ; Huilin YANG
Chinese Journal of Trauma 2025;41(10):932-945
Nonunion of osteoporotic vertebral fractures (OVF), predominantly affecting the elderly, can lead to intractable pain, vertebral collapse, progressive kyphotic deformity, and neurological impairment, significantly compromising patients′ quality of life. There exists considerable debate on diagnosis and management of OVF, encompassing key issues such as clinical diagnosis and staging criteria for nonunion, surgical indications and procedure selection, and postoperative rehabilitation planning. Currently, there lacks standardized clinical guideline and expert consensus on the diagnosis and management of OVF nonunion in China. To address this gap, Minimally Invasive Surgery Group of Chinese Orthopedic Association, Osteoporosis Committee of Chinese Association of Orthopedic Surgeons, Prevention and Rehabilitation Committee for Osteoporosis of Chinese Association of Rehabilitation Medicine and Minimally Invasive Orthopedic Surgery Branch of China Association for Geriatric Care jointly organized domestic experts in spinal surgery, endocrinology, and rehabilitation to formulate the Clinical guideline for the diagnosis and treatment for nonunion of osteoporotic vertebral fractures ( version 2025), based on existing literature and clinical experience and adhering to principles of scientific rigor and practicality. The guideline provided 13 evidence-based recommendations encompassing diagnosis and treatment of OVF nonunion, aiming to standardize its clinical management.
10.Intelligent control of medical imaging quality:From subjective experience to intelligent precision
Chinese Journal of Medical Imaging Technology 2025;41(8):1443-1446
Medical imaging quality control gave a leap from subjective experience dependence to objective quantitative calibration and standardization,entering the era of artificial intelligence(AI)-driven intelligent precision.AI has systematically solved the core problems of special body imaging,radiation dose control and uneven resources at the grassroots level through deep learning reconstruction(DLR),low-dose collaborative optimization,real-time quality control platforms and other innovative means,and a quality control system was reconstructed through real-time intervention,individualized precision and full-process closed-loop.In the future,rely on multi-modal intelligent fusion,lightweight deployment of edge computing and trusted AI framework,medical imaging quality control will break through major challenges of heterogeneity of imaging data,model generalization bottleneck,algorithmic black-box problem and resource cost balance,etc.,and continue to push forward the realization of"zero missed"precise imaging.

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