1.CT radiomics for differentiating spinal bone island and osteoblastic bone metastases
Xin WEN ; Liping ZUO ; Yong WANG ; Ziyu TIAN ; Fei LU ; Shuo SHI ; Lingyu CHANG ; Yu JI ; Ran ZHANG ; Dexin YU
Chinese Journal of Medical Imaging Technology 2024;40(5):758-763
Objective To observe the value of CT radiomics for differentiating spinal bone islands(BI)and osteoblastic metastases(OBM).Methods Data of 109 BI lesions in 98 patients and 282 OBM lesions in 158 patients(including 103 OBM in 48 lung cancer cases,86 OBM in 52 breast cancer cases and 93 OBM in 58 prostate cancer cases)from 3 medical institutions were retrospectively analyzed.Data obtained from institution 1 were used as the internal dataset and divided into internal training set and internal validation set at a ratio of 7∶3,from institution 2 and 3 were used as external dataset.All datasets were divided into female data subset(including OBM of female lung cancer and breast cancer)and male data subset(including OBM of male lung cancer and prostate cancer).Radiomics features were extracted and screened to construct 3 different support vector machine(SVM)models,including model1 for distinguishing BI and OBM,model2 for differentiating OBM of female lung cancer and breast cancer,and model3 for differentiating OBM of male lung cancer and prostate cancer.Diagnostic efficacy of model1,CT value alone and 3 physicians(A,B,C)for distinguishing BI and OBM were assessed,as well as differentiating efficacy for different OBM of model2 and model3.Receiver operating characteristic(ROC)curves were drawn,and area under the curves(AUC)were calculated and compared.The differential diagnostic efficacy of model2 and model3 were also assessed with ROC analysis and AUC.Results AUC of model1 for distinguishing spinal OBM from BI in internal training set,internal validation set and external dataset was 0.99,0.98 and 0.86,respectively.In internal training set,model1 had higher AUC for distinguishing BI and OBM than that of physician A(AUC=0.78),B(AUC=0.87)and C(AUC=0.93)as well as that of mean CT value(AUC=0.78,all P<0.05).AUC in internal training set,internal validation set and external dataset of model2 for identifying female lung cancer and breast cancer OBM was 0.79,0.75 and 0.73,respectively,of model3 for discriminating male lung cancer from prostate cancer OBM was 0.77,0.74 and 0.77,respectively.Conclusion CT radiomics SVM model might reliablely distinguish OBM and BI.
2.Multimodal analgesia in the treatment of a case of pediatric primary erythromelalgia with infection and pharma-ceutical care
Mengqiu LI ; Lei ZUO ; Xin RAN ; Qing LI ; Xinyu LI ; Ning LUO
China Pharmacy 2024;35(13):1658-1662
OBJECTIVE To explore a multimodal analgesia regimen based on spinal cord electrical stimulation for children with primary erythromelalgia and the key points of pharmaceutical care. METHODS Clinical pharmacists participated in the treatment of a child with primary erythromelalgia complicated with skin infection. After reviewing domestic and foreign literature, multimodal analgesia was formulated and pharmaceutical care was carried out to address the difficulties in treating the patient’s illness. RESULTS The treatment team applied multimodal analgesia based on spinal cord electrical stimulation for the child, including a multi-drug combination involving different analgesic pharmacological targets, multiple administration routes (oral, intravenous, epidural, percutaneous), multiple technologies (spinal cord electrical stimulation, local nerve block, patient- controlled analgesia), individualized schemes of adjuvant therapy, and the child was monitored for the safety of drug use. The pain was controlled during the treatment and follow-up period, the wound was healed, and no serious adverse drug reactions occurred. CONCLUSIONS Multimodal analgesia based on spinal cord electrical stimulation is a safe and effective treatment for children with primary erythromelalgia.
3.Four cases of occupational heatstroke among sanitation workers working in high temperature weather
Can MA ; Xin ZUO ; Ran SUN ; Yongmei ZHAO
Chinese Journal of Industrial Hygiene and Occupational Diseases 2024;42(8):621-623
Through the report of 4 cases of occupational heatstroke among sanitation workers working in high-temperature weather, this study analyzes the risk of occupational heatstroke among workers in the environmental sanitation industry working in high-temperature weather, and provides scientific suggestions for standardizing occupational health management, safeguarding the health rights and interests of workers, and preventing the occurrence of occupational heatstroke in summer. Through case analysis, we aim to raise high awareness of the occupational health of sanitation workers in the whole society, in order to provide a scientific and healthy working environment for sanitation workers and promote their physical and mental health.
4.Four cases of occupational heatstroke among sanitation workers working in high temperature weather
Can MA ; Xin ZUO ; Ran SUN ; Yongmei ZHAO
Chinese Journal of Industrial Hygiene and Occupational Diseases 2024;42(8):621-623
Through the report of 4 cases of occupational heatstroke among sanitation workers working in high-temperature weather, this study analyzes the risk of occupational heatstroke among workers in the environmental sanitation industry working in high-temperature weather, and provides scientific suggestions for standardizing occupational health management, safeguarding the health rights and interests of workers, and preventing the occurrence of occupational heatstroke in summer. Through case analysis, we aim to raise high awareness of the occupational health of sanitation workers in the whole society, in order to provide a scientific and healthy working environment for sanitation workers and promote their physical and mental health.
6.Repeated transcranial acupuncture combined with electroacupuncture for flat descending sudden deafness: a randomized controlled trial.
Ran TAO ; Xin ZUO ; Shan BAI ; Peng-Yu ZHU
Chinese Acupuncture & Moxibustion 2023;43(8):932-936
OBJECTIVE:
To observe the clinical effect of repeated transcranial acupuncture combined with electroacupuncture on flat descending sudden deafness.
METHODS:
A total of 80 patients with flat descending sudden deafness were randomly divided into an acupuncture and medication group (39 cases, 1 case dropped off) and a western medication group (39 cases, 1 case dropped off). Patients in the western medication group were treated with glucocorticoid + batroxobin + ginkgo leaf preparation. On the basis of the western medication group, patients in the acupuncture and medication group were treated with acupuncture at Baihui (GV 20), Ningshen, Yunting area, Mastoid 1 point, Mastoid 2 point, Fengchi (GB 20), Gongxue, Tinghui (GB 2), etc., repeated transcranial acupuncture was applied at Baihui (GV 20), Ningshen and Yunting area; Mastoid 1 point and Mastoid 2 point, Fengchi (GB 20) and Gongxue of the affected side were connected to the electroacupuncture instrument, continuous wave, 2 Hz in frequency. The needle was retained for 30 min, once a day, and rest for 1 d after 6 d of continuous treatment. All patients were treated for 3 weeks. The average hearing threshold, tinnitus handicap inventory (THI) score, dizziness handicap inventory (DHI) score and speech discrimination test score were compared between the two groups before and after treatment, and the clinical effect was evaluated.
RESULTS:
After treatment, the average hearing threshold, THI and DHI scores of the two groups were lower than those before treatment (P<0.05), and above indexes in the acupuncture and medication group were lower than those in the western medication group (P<0.05). The speech discrimination test scores of the two groups were higher than those before treatment (P<0.05), and the score in the acupuncture and medication group was higher than that in the western medication group (P<0.05). The total effective rate was 87.2% (34/39) in the acupuncture and medication group, which was higher than 74.4% (29/39) in the western medication group (P<0.05).
CONCLUSION
Repeated transcranial acupuncture combined with electroacupuncture can improve the hearing level of patients with flat descending sudden deafness, relieve tinnitus and vertigo symptoms.
Humans
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Electroacupuncture
;
Tinnitus/therapy*
;
Hearing Loss, Sudden/therapy*
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Treatment Outcome
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Acupuncture Therapy
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Acupuncture Points
7.Relationship between two serum factor levels and collateral circulation formation in elderly patients with coronary heart disease
Mingwei XIA ; Qiang ZUO ; Yongling RAN ; Jun ZHANG
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2023;25(12):1269-1272
Objective To investigate the relationship of the expression levels of serum miR-140 and miR-211 in elderly patients with coronary heart disease(CHD)and collateral circulation forma-tion.Methods A total of 151 CHD elderly patients undergoing surgical treatment in our hospital were included as the study subjects,and were divided into non-collateral circulation group(100 cases)and collateral circulation group(51 cases)according to the presence or absence of collateral circulation.RT-qPCR was applied to detect the expression levels of miR-140 and miR-211 in the serum.Results Larger proportions of culprit coronary artery>3 branches and stenosis ≥75%and higher serum miR-211 level,but lower miR-140 level were observed in the non-collateral cir-culation group than the collateral circulation group(P<0.01).The number of coronary artery lesions and the severity of coronary artery stenosis were negatively correlated with serum miR-140 level(r=-0.546,P<0.01;r=-0.562,P<0.01),and positively with miR-211 level(r=0.539,P<0.01;r=0.528,P<0.01).Multivariate logistic regression analysis indicated that miR-140 was a protective factor while miR-211 was an independent risk factor for collateral circulation formation in elderly CHD patients(P<0.01).The area under the curve of the two indicators com-bined together in predicting collateral circulation formation was 0.896(95%CI:0.834-0.938,P<0.05).Conclusion Serum miR-140 and miR-211 are both influencing factors for collateral cir-culation formation,and their combination has high predictive value for the formation.
8.Application and research progress of intelligent accuracy technological aids in total knee arthroplasty
Kai LEI ; Liming LIU ; Ran XIONG ; Pengfei YANG ; Xizhen ZUO ; Jiangming LUO ; Lin GUO
Chinese Journal of Trauma 2022;38(8):760-768
Total knee arthroplasty (TKA) is an effective treatment for end-stage knee disease, with the postoperative alignment, component position, soft tissue balance, and prosthesis matching being key factors for the success of TKA. In order to achieve more accurate postoperative alignment and component position, better soft tissue balance and prosthesis matching for longer prosthesis longevity, better postoperative function and higher patient satisfaction, various intelligent accuracy technological aids such as computer assisted navigation (CAN), patient specific instrumentation (PSI), surgical robots, microsensors, customized implants (CI) and personalized 3D preoperative planning have emerged and are given high expectation. In this paper, the authors review the application and research progress of the above technological aids mainly from aspects of alignment, component position, clinical outcomes and cost analysis, so as to provide a reference for the application of related technological aids in TKA.
9.Assessment of the Benefits of Targeted Interventions for Pandemic Control in China Based on Machine Learning Method and Web Service for COVID-19 Policy Simulation.
Jie Wen WU ; Xiao Kang JIAO ; Xin Hui DU ; Zeng Tao JIAO ; Zuo Ru LIANG ; Ming Fan PANG ; Han Ran JI ; Zhi Da CHENG ; Kang Ning CAI ; Xiao Peng QI
Biomedical and Environmental Sciences 2022;35(5):412-418
Taking the Chinese city of Xiamen as an example, simulation and quantitative analysis were performed on the transmissions of the Coronavirus Disease 2019 (COVID-19) and the influence of intervention combinations to assist policymakers in the preparation of targeted response measures. A machine learning model was built to estimate the effectiveness of interventions and simulate transmission in different scenarios. The comparison was conducted between simulated and real cases in Xiamen. A web interface with adjustable parameters, including choice of intervention measures, intervention weights, vaccination, and viral variants, was designed for users to run the simulation. The total case number was set as the outcome. The cumulative number was 4,614,641 without restrictions and 78 under the strictest intervention set. Simulation with the parameters closest to the real situation of the Xiamen outbreak was performed to verify the accuracy and reliability of the model. The simulation model generated a duration of 52 days before the daily cases dropped to zero and the final cumulative case number of 200, which were 25 more days and 36 fewer cases than the real situation, respectively. Targeted interventions could benefit the prevention and control of COVID-19 outbreak while safeguarding public health and mitigating impacts on people's livelihood.
COVID-19/prevention & control*
;
China/epidemiology*
;
Humans
;
Machine Learning
;
Pandemics/prevention & control*
;
Policy
;
Reproducibility of Results
;
SARS-CoV-2
10.Application of short-term training path for prenatal ultrasound diagnostician in primary hospitals
Suzhen RAN ; Peng TU ; Yiling ZUO ; Song CHEN ; Yun LIN ; Jing TANG ; Jun WEI ; Zhengchun YANG ; Xiaohang ZHANG ; Jian WANG
Chinese Journal of Medical Education Research 2022;21(5):572-576
Objective:To explore the establishment and effect of short-term training path for prenatal ultrasound diagnosticians in primary hospitals.Methods:A total of 105 trainees from in total 5 batches of the "prenatal ultrasound screening training base" in Chongqing were selected as the research objects, and a combination of multiple teaching methods was used to carry out specialized training for primary prenatal ultrasound screening doctors before and after training. Theoretical examinations and practical operation assessments were performed, and after training, remote image quality control and continuous improvement methods were established for trainees to assess training effectiveness. SPSS 21.0 was used for t test, Wilcoxon test and chi-square test. Results:After training, the results of the theoretical examinations and practical operation examinations of the trainees were higher than those before the training ( P<0.05), and after the completion of the training, the number of trainees who returned to their original units to carry out prenatal ultrasound examination, the average number of prenatal ultrasound examinations per month and the number of referrals to higher prenatal diagnosis centers of each trainee increased significantly ( P<0.05). Conclusion:The establishment of short-term training path for prenatal ultrasound diagnosis can effectively improve the professional theoretical knowledge and practical operation level of prenatal ultrasound doctors in primary hospitals, and greatly solve the problem of technical promotion under the shortage of grassroots hospitals.

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