1.Study and Practice on Intelligent Classification of Medical Safety Incidents Based on BERT Model
Congpu ZHAO ; Da YUAN ; Pujue ZHU ; Jiong ZHOU ; Zheng CHEN ; Hua PENG
Journal of Medical Informatics 2024;45(1):27-32,38
Purpose/Significance To improve the classification and evaluation mode of medical safety incidents,and to improve work efficiency and timeliness.Method/Process The data of previous medical safety incidents are pre-processed,BERT model is used for training,testing and iterative optimization,and an intelligent classification and prediction model for medical safety incidents is built.Re-sult/Conclusion The model is used to classify 466 medical safety incidents reported by clinical departments from January to November 2022,and F1 value reaches 0.66.The application of BERT model in the classification and evaluation of medical safety incidents can im-prove work efficiency and timeliness,and help timely intervene in medical safety risks.
2.Research progress of reversing treatment resistance in head and neck squamous cell carcinoma by targeting lipid metabolism
Pan WANG ; Jiong LYU ; Huiyong ZHU
STOMATOLOGY 2024;44(9):705-709
The reprogramming of lipid metabolism is a significant factor influencing various aspects of head and neck squamous cell carcinoma,including its occurrence,development,metastasis,and resistance to radio-chemotherapy.There is a considerable elevation in the expression levels of enzymes and genes related to lipid metabolism in tumor tissues compared to normal tissues.This up-regulation is associated with both treatment resistance and a poor prognosis.This review focuses mainly on alterations in lipid metabolism in head and neck squamous cell carcinoma.It systematically explores the atypical expression and clinical significance of lipid metabolism-related enzymes,evaluates their influence on treatment resistance,elucidates the underlying mechanisms of this resistance,and discus-ses current and potential targeted therapeutic approaches.The comprehensive analysis comprises four pivotal aspects:de novo lipogene-sis,fatty acid oxidation,glycerophospholipids metabolism,and mevalonate and cholesterol synthesis pathways.Feasible strategies,such as the adjustment of dietary structure,the administration of multi-target drugs,and the utilization of combination treatment thera-pies,are deliberated as potential interventions to modulate lipid metabolism,reverse treatment resistance,and enhance the efficacy of anti-cancer treatments.
3.The Construction Status and Development Trend of Smart Hospital in China
Da YUAN ; Congpu ZHAO ; Pujue ZHU ; Jieshi ZHANG ; Zheng CHEN ; Jiong ZHOU ; Xiaojun MA ; Hua PENG
Journal of Medical Informatics 2024;45(7):33-36
Purpose/Significance To expound the development status,difficulties and challenges of smart hospital in China,so as to pro-vide references for the subsequent related research.Method/Process By using the methods of bibliometrics and literature review,the definition of smart hospital is summarized and feasible suggestions on the construction of smart hospital are put forward.Result/Conclusion Smart hospital in China has initially established a"trinity"structural framework of smart healthcare,smart service and smart management,playing a positive role in improving patient satisfaction and promoting high-quality development of hospitals.It is necessary for the government,hospitals,social capital and other multi-party cooperation to jointly promote the construction of smart hospital in China and better protect people's health.
4.A multi-center epidemiological study on pneumococcal meningitis in children from 2019 to 2020
Cai-Yun WANG ; Hong-Mei XU ; Gang LIU ; Jing LIU ; Hui YU ; Bi-Quan CHEN ; Guo ZHENG ; Min SHU ; Li-Jun DU ; Zhi-Wei XU ; Li-Su HUANG ; Hai-Bo LI ; Dong WANG ; Song-Ting BAI ; Qing-Wen SHAN ; Chun-Hui ZHU ; Jian-Mei TIAN ; Jian-Hua HAO ; Ai-Wei LIN ; Dao-Jiong LIN ; Jin-Zhun WU ; Xin-Hua ZHANG ; Qing CAO ; Zhong-Bin TAO ; Yuan CHEN ; Guo-Long ZHU ; Ping XUE ; Zheng-Zhen TANG ; Xue-Wen SU ; Zheng-Hai QU ; Shi-Yong ZHAO ; Lin PANG ; Hui-Ling DENG ; Sai-Nan SHU ; Ying-Hu CHEN
Chinese Journal of Contemporary Pediatrics 2024;26(2):131-138
Objective To investigate the clinical characteristics and prognosis of pneumococcal meningitis(PM),and drug sensitivity of Streptococcus pneumoniae(SP)isolates in Chinese children.Methods A retrospective analysis was conducted on clinical information,laboratory data,and microbiological data of 160 hospitalized children under 15 years old with PM from January 2019 to December 2020 in 33 tertiary hospitals across the country.Results Among the 160 children with PM,there were 103 males and 57 females.The age ranged from 15 days to 15 years,with 109 cases(68.1% )aged 3 months to under 3 years.SP strains were isolated from 95 cases(59.4% )in cerebrospinal fluid cultures and from 57 cases(35.6% )in blood cultures.The positive rates of SP detection by cerebrospinal fluid metagenomic next-generation sequencing and cerebrospinal fluid SP antigen testing were 40% (35/87)and 27% (21/78),respectively.Fifty-five cases(34.4% )had one or more risk factors for purulent meningitis,113 cases(70.6% )had one or more extra-cranial infectious foci,and 18 cases(11.3% )had underlying diseases.The most common clinical symptoms were fever(147 cases,91.9% ),followed by lethargy(98 cases,61.3% )and vomiting(61 cases,38.1% ).Sixty-nine cases(43.1% )experienced intracranial complications during hospitalization,with subdural effusion and/or empyema being the most common complication[43 cases(26.9% )],followed by hydrocephalus in 24 cases(15.0% ),brain abscess in 23 cases(14.4% ),and cerebral hemorrhage in 8 cases(5.0% ).Subdural effusion and/or empyema and hydrocephalus mainly occurred in children under 1 year old,with rates of 91% (39/43)and 83% (20/24),respectively.SP strains exhibited complete sensitivity to vancomycin(100% ,75/75),linezolid(100% ,56/56),and meropenem(100% ,6/6).High sensitivity rates were also observed for levofloxacin(81% ,22/27),moxifloxacin(82% ,14/17),rifampicin(96% ,25/26),and chloramphenicol(91% ,21/23).However,low sensitivity rates were found for penicillin(16% ,11/68)and clindamycin(6% ,1/17),and SP strains were completely resistant to erythromycin(100% ,31/31).The rates of discharge with cure and improvement were 22.5% (36/160)and 66.2% (106/160),respectively,while 18 cases(11.3% )had adverse outcomes.Conclusions Pediatric PM is more common in children aged 3 months to under 3 years.Intracranial complications are more frequently observed in children under 1 year old.Fever is the most common clinical manifestation of PM,and subdural effusion/emphysema and hydrocephalus are the most frequent complications.Non-culture detection methods for cerebrospinal fluid can improve pathogen detection rates.Adverse outcomes can be noted in more than 10% of PM cases.SP strains are high sensitivity to vancomycin,linezolid,meropenem,levofloxacin,moxifloxacin,rifampicin,and chloramphenicol.[Chinese Journal of Contemporary Pediatrics,2024,26(2):131-138]
5.Current status of public health system in Guangdong-Hong Kong-Macao Greater Bay Area and improvement suggestion.
Tao LIU ; Jiong WANG ; Si Wen YU ; Zhi Qing CHEN ; Qi Jiong ZHU ; Shang Feng YANG ; Wen Jun MA ; Xiao Feng LIANG
Chinese Journal of Epidemiology 2023;44(5):694-698
Guangdong-Hong Kong-Macao Greater Bay Area (GBA) has three public health systems under different systems, which plays an important role in the construction of the public health system in China. Further strengthening the construction of the public health system in the GBA will play an important reference role in the optimization and upgrade of China's public health system in the future. Based on the key consulting project of "research on the strategy of the modern public health system and capacity building in China" by Chinese Academy of Engineering, this paper deeply analyzes the current status and existing problems of public health system construction in GBA and suggests to improve and innovate the mechanisms of collaborative prevention and control of public health risks, resource coordination and joint research and result sharing, information sharing and exchange, personnel training and team building in order to comprehensively improve the capacity of public health system in GBA, and promote the construction of Healthy China.
Humans
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China
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Hong Kong
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Macau
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Public Health
6.Comparison of the effects and safety of dydrogesterone and medroxyprogesterone acetate on endometrial hyperplasia without atypia: a randomized controlled non-inferior phase Ⅲ clinical study.
Yao Chen LOU ; Shuang ZHOU ; Jiong Bo LIAO ; Wen Yu SHAO ; Ying Ying HU ; Cheng Cheng NING ; Qian WANG ; Yierfulati GULINAZI ; Bing Yi YANG ; Ya Li CHENG ; Peng Fei WU ; Qin ZHU ; Xian Rong ZHOU ; Wei Wei SHAN ; Xiao Jun CHEN
Chinese Journal of Obstetrics and Gynecology 2023;58(7):526-535
Objective: To compare the effects and safety of dydrogesterone (DG) and medroxyprogesterone acetate (MPA) on the treatment in patients with endometrial hyperplasia without atypia (EH). Methods: This was a single-center, open-label, prospective non-inferior randomized controlled phase Ⅲ trial. From February 2019 to November 2021, patients with EH admitted to the Obstetrics and Gynecology Hospital of Fudan University were recruited. Enrolled patients were stratified according to the pathological types of simple hyperplasia (SH) or complex hyperplasia (CH), and were randomised to receive MPA or DG. Untill May 14, 2022, the median follow-up time after complete response (CR) was 9.3 months (1.1-17.2 months). The primary endpoint was the 6-month CR rate (6m-CR rate). The secondary endpoints included the 3-month CR rate (3m-CR rate), adverse events rate, recurrence rate, and pregnancy rate in one year after CR. Results: (1) A total of 292 patients with EH were enrolled in the study with the median age of 39 years (31-45 years). A total of 135 SH patients were randomly assigned to MPA group (n=67) and DG group (n=68), and 157 CH patients were randomly assigned to MPA group (n=79) and DG group (n=78). (2) Among 292 patients, 205 patients enrolled into the primary endpoint analysis, including 92 SH patients and 113 CH patients, with 100 patients in MPA group and 105 in DG group, respectively. The 6m-CR rate of MPA group and DG group were 90.0% (90/100) and 88.6% (93/105) respectively, and there were no statistical significance (χ2=0.11, P=0.741), with the rate difference (RD) was -1.4% (95%CI:-9.9%-7.0%). Stratified by the pathology types, the 6m-CR rate of SH patients was 93.5% (86/92), and MPA group and DG group were respectively 91.1% (41/45) and 95.7% (45/47); and the 6m-CR rate of CH patients was 85.8% (97/113), and MPA group and DG group were 89.1% (49/55) and 82.8% (48/58) respectively. The 6m-CR rates of the two treatments had no statistical significance either (all P>0.05). A total of 194 EH patients enrolled into the secondary endpoint analysis, including 88 SH patients and 106 CH patients, and 96 patients in MPA group and 98 in DG group, respectively. The 3m-CR rate of SH patients were 87.5% (77/88), while the 3m-CR rates of MPA group and DG group were 90.7% (39/43) and 84.4% (38/45), respectively; the 3m-CR rate of CH patients was 66.0% (70/106), and MPA group and DG group had the same 3m-CR rate of 66.0% (35/53). No statistical significance was found between the two treatments both in SH and CH patients (all P>0.05). (3) The incidence of adverse events between MPA group and DG group had no statistical significance (P>0.05). (4) A total of 93 SH patients achieved CR, and the cumulative recurrence rate in one year after CR were 5.9% and 0 in MPA group and DG group, respectively. While 112 CH patients achieved CR, and the cumulative recurrence rate in one year after CR were 8.8% and 6.5% in MPA group and DG group, respectively. There were no statistical significance between two treatment groups (all P>0.05). Among the 93 SH patients, 10 patients had family planning but no pregnancy happened during the follow-up period. Among the 112 CH patients, 21 were actively preparing for pregnancy, and the pregnancy rate and live-birth rate in one year after CR in MPA group were 7/9 and 2/7, while in DG group were respectively 4/12 and 2/4, and there were no statistical significance in pregnancy rate and live-birth rate between the two treatment groups (all P>0.05). Conclusions: Compared with MPA, DG is of good efficacy and safety in treating EH. DG is a favorable alternative treatment for EH patients.
Female
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Humans
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Adult
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Medroxyprogesterone Acetate/adverse effects*
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Endometrial Hyperplasia/pathology*
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Dydrogesterone/adverse effects*
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Hyperplasia
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Prospective Studies
7.Bone Grafting Can Promote the Prognosis of Displaced Femoral Neck Fractures: A Follow-up of the Clinical Significance of Bone Defects
Xiaozhong ZHU ; Wei WANG ; Zhiyuan WANG ; Yi ZHU ; Guangyi LI ; Jiong MEI
Clinics in Orthopedic Surgery 2023;15(4):534-545
Background:
Femoral neck fractures (FNFs) comprise a large proportion of osteoporotic fractures in Asia. However, the full range of prognostic variables that affect prognosis remains unclear. Here, we aimed to determine whether the severity of bone defects at the fracture site and other variables impact the prognosis of displaced FNFs.
Methods:
We evaluated the incidence of FNF internal fixation failures at regular intervals after surgery in data collected retrospectively. Digital Imaging and Communications in Medicine (DICOM) magnetic resonance imaging data of the displaced FNFs of 204 patients (> 20 years old; mean age, 52.3 years; men, 55.4%) who underwent internal fixation were used to construct threedimensional (3D) virtual models of the femoral neck region. We calculated the position and volume of bone defect (VBD) using our independently developed algorithm and Mimics software. Each participant was followed up for at least 24 months; complications were noted and correlated with VBD and demographic and clinical variables.
Results:
On the basis of VBD values calculated from virtual reduction models, 57 patients were categorized as having a mild defect, 100 as having a moderate defect, and 47 as having a severe defect. Age (p = 0.046) and VBD (p < 0.001) were significantly correlated with internal fixation failure. Multivariate analysis revealed that severe bone defects were associated with internal fixation failure (adjusted odds ratio [aOR], 23.073; 95% confidence interval [CI], 2.791–190.732) and complications (aOR, 8.945; 95% CI, 1.829–43.749). In patients with a severe defect, bone grafting was inversely associated with internal fixation failure (aOR, 0.022; 95% CI, 0.002–0.268) and complications (aOR, 0.023; 95% CI, 0.002–0.299).
Conclusions
Bone defect severity was associated with internal fixation failure and other complications. For young adults with large VBDs, bone grafting of the defect can reduce the risk of internal fixation failure. These results provide useful new quantitative information for precisely classifying displaced FNFs and guiding subsequent optimal treatments.
8.Review of closed reduction techniques for femoral neck fracture.
Xiao-Zhong ZHU ; Yi ZHU ; Jiong MEI
China Journal of Orthopaedics and Traumatology 2023;36(3):273-278
For patients with femoral neck fractures who plan to undergo internal fixation, satisfied alignment of fracture ends is an important prerequisite for internal fixation stability and fracture healing. There are many reports on the reduction methods of displaced femoral neck fractures, which can be summarized into three categories:First, the solely longitudinal traction of lower limbs, supplemented by other manipulations such as rotation and compression; Second, the resultant force formed by the longitudinal traction of lower limbs and the lateral traction;the third is accomplished by vertical traction in the axis of femur with hip joint flexed. Each reduction method has its own advantages, but no single method can be applied to all fracture displacement. In this paper, some classical reduction techniques in the literatures are briefly reviewed. It is hoped that clinicians will not be limited to a certain reduction method, they should analyze the injury mechanism and fracture displacement process according to the morphology features and flexibly select targeted reduction methods to improve the success rate of closed reduction of femoral neck fracture.
Humans
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Femoral Neck Fractures/surgery*
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Femur
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Fracture Fixation, Internal
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Fracture Healing
;
Traction
;
Treatment Outcome
9.Effect of night shift work and overweight/obesity on blood pressure of workers in chemical fiber industry
Shuang LIU ; Jianfei WANG ; Tao LI ; Ye ZHU ; Lingfang FENG ; Jiong ZHU ; Jing WANG ; Hailing XIA ; Yiqiu CHEN ; Jiaping LI ; Xing ZHANG ; Zhaoqiang JIANG ; Jianlin LOU
China Occupational Medicine 2023;50(5):529-534
{L-End}Objective To analyze the effects of night shift work and overweight/obesity on blood pressure of workers in chemical fiber industry. {L-End}Methods A total of 1 004 workers of a chemical fiber factory were selected as the study subjects using convenient sampling method, and their blood pressure and body mass index were measured. Multiple linear regression model was used to analyze the relationship between night shift work and blood pressure, and multiple logistic regression was used to assess the independent impact and combined impact of night shifts and overweight/obesity on the risk of hypertension. {L-End}Results Compared with the non-night shift workers, the prevalence of hypertension in night shift workers was increased (5.3% vs 13.0%, P<0.05), with elevated systolic and diastolic blood pressure (both P<0.05). The results of multiple linear regression analysis showed that the systolic blood pressure and diastolic blood pressure of the night shift workers were higher than those of the non-night shift workers (both P<0.05), and the systolic blood pressure and diastolic blood pressure of overweight/obesity workers were higher than those of non-overweight/obesity workers (both P<0.01). The results of multiple logistic regression analysis showed that the risk of hypertension in night shift workers and overweight/obesity workers was higher than that in non-night shift workers and non-overweight/obesity workers [odds ratio (OR) and 95% confidence interval (CI) were 2.49 (1.04-5.99) and 2.65 (1.77-3.95), both P<0.05]. Night shift work and overweight/obesity showed a synergistic effect on blood pressure of workers. Compared to non-overweight/obesity non-night shift workers, overweight/obesity night shift workers had a higher risk of hypertension (OR=4.93, 95%CI: 1.70-14.29, P<0.01). {L-End}Conclusion Night shift work could lead to elevated blood pressure in workers in the chemical fiber industry, which is a potential risk factor for hypertension. The synergistic effect of night shift work and overweight/obesity may contribute to the increased risk of hypertension.
10.Research on the Supervision Strategy Based on the Analysis of the Quality Status of Chinese Patent Medicines in the National Drug Sampling and Testing in 2021
ZHU Jialiang ; LI Wenli ; WANG Chong ; ZHU Jiong ; DAI Zhong ; MA Shuangcheng
Chinese Journal of Modern Applied Pharmacy 2023;40(18):2584-2590
OBJECTIVE To put forward suggestions on strengthening the quality supervision of Chinese patent drugs and preventing and controlling safety risks by analyzing the current quality situation and quality risks of sampling inspection of Chinese patent drugs. METHODS Reviewed the quality status of Chinese patent drugs for national drug sampling and testing over the past years, introduced the supervision concept and mode of Chinese patent drugs, conducted an overall analysis of the overall quality of Chinese patent drugs for national drug sampling and testing in 2021, focused on the mining and analysis of the main quality problems and risks identified. RESULTS Although the qualified rate of sampling inspection of Chinese patent medicines had shown a positive trend year by year, through exploratory research, it was found that there were still some potential quality risks in the quality of Chinese patent medicines in terms of process prescriptions, internal control standards, raw medicinal materials, excipients, harmful substance residues, illegal addition, etc. CONCLUSION Drug quality sampling and testing plays an important role in strengthening the quality and safety supervision of traditional Chinese medicine. According to the characteristics of different industrial chains of traditional Chinese medicine, different regulatory strategies should adopt, build a more scientific and reasonable regulatory model for Chinese patent medicine, and improve the quality control level and industry standards of Chinese patent medicine.


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