1.Design of hyperbaric oxygen chamber ambulance
Dun-Xiao ZHANG ; Da-Zhi GUO ; Shu-Yi PAN ; Jun LIU ; Zhen-Jun CHUO ; Hai-Bin HE
Chinese Medical Equipment Journal 2024;45(10):25-30
Objective To design a hyperbaric oxygen chamber ambulance to meet the requirements for on-site hyperbaric oxygen treatment and transport of casualties.Methods A hyperbaric oxygen chamber ambulance was formed based on a YJ2080 wheeled armored vehicle,which had the components of a chamber,a gas source,an oxygen source,a control system and a power source.The chamber had a 3-layer composite structure,with a high-strength metal frame in the outer layer,a capsule made of polyurethane material bound with nylon pressure-resistant tape in the inner layer and a layer of thermal insulation material filled between the chamber and the vehicle;the gas source was composed of the oil-free air compressor,gas cylinder and pressure reducer;the oxygen source was made up of the 20 L oxygen generator,oxygen booster pump and 40 L oxygen cylinder;the control system involved in an EX2N-100HA series touch screen programmable logic controller(PLC)all-in-one(AIO);an ACD-15.0DR/48-H generator system was used as the power source.Results The hyperbaric oxygen chamber ambulance could stably control the chamber pressure when the therapeutic pressure was set as 1.3,1.6 and 1.8 ATA(1 ATA=0.1 MPa),the volume fraction of oxygen in the chamber could be limited within the required range under the low oxygen volume fraction mode and high oxygen volume fraction mode,and the emergency decompression time could be restrained within 60 s.Conclusion The hyperbaric oxygen chamber ambulance behaves well in maneuverability,and can be used for on-site hyperbaric oxygen treatment and transport of casualties.[Chinese Medical Equipment Journal,2024,45(10):25-30]
2.Random forest algorithm-based prediction method for diabetic retinopathy
Ya-Bin ZHOU ; Jian-Dun LI ; Jing-Jing CHEN ; Fu-Song JIANG
Chinese Medical Equipment Journal 2024;45(11):8-14
Objective To propose a random forest(RF)algorithm-based prediction method for diabetic retinopathy(DR)to solve the problems due to multi feature dimension for detecting diabetes follow-up data and outliers and noises in the values of some indicators in the disease samples.Methods Firstly,the feature selection of the follow-up dataset of diabetic patients from the endocrinology and metabolism departments of Shanghai Jiao Tong University Affiliated Sixth People's Hospital and Kobe University Hospital in Japan was carried out using the Weka tool to screen out the features or subsets that were hightly correlated with DR;secondly,a model for assisting clinical diagnosis of DR was constructed based on feature subsets and RF algorithm;finally,model comparison experiments and ablation experiments were performed to validate the model performance and to determine which feature contributed the most to the model.Results The feature subset containing disease duration,glycosylated hemoglobin(HbA1c),thyroid stimulating hormone(TSH),total bilirubin(T-bilirubin),low density lipoprotein(LDL),serum creatinine(sCr)and albumin(ALB)correlated the most with RF.A model was constructed based on the above findings with RF algorithm,which behaved better than other models in terms of precision(0.92),accuracy(0.91),F1 score(0.91)and AUC(0.95).The results of ablation experiments showed that the disease duration contributed the most to the model,followed by albumin and serum creatinine,and then by LDL,total bilirubin,glycosylated hemoglobin and thyroid stimulating hormone.Conclusion The RF algorithm-based prediction method with high accuracy can be used for assisted diagnosis of DR.[Chinese Medical Equipment Journal,2024,45(11):8-14]
3.PRELIMINARY STUDY ON EGG RECOGNITION MODEL OF AEDES ALBOPICTUS BASED ON DEEP LEARNING
Min-Hui ZHU ; Lin-Juan DONG ; Dun-Jia WANG ; Yi-Zhou CAI ; Zhao-Wen ZHANG ; Yao LIU ; Shi-Peng HE ; Yi-Bin ZHOU
Acta Parasitologica et Medica Entomologica Sinica 2024;31(1):12-18
Objective In this study,a pictorial database of Aedes albopictus eggs was built to establish a model for the automatic recognition and counting of eggs of this mosquito species.Methods In total,449 images of Ae.albopictus eggs from field strains in three districts of Shanghai and laboratory strains were collected.The eggs were manually calibrated using the Python environment labeling library,and the faster region-based convolution neural network(Faster R-CNN)was used to train the model with the tile overlap method.Results The results of model validation evaluation using accuracy,recall,and F-measure showed that after 15 training sessions,the loss gradually decreased with increasing training frequency and ultimately decreased to 0.000119.The mean accuracy(mAP)increased from 0.968 to 0.980 with increasing training frequency.The final model had an accuracy of up to 0.90,a recall rate of 0.97,and an F-measure of 0.93.Conclusion The established model achieved its function of assisting in egg identification and counting.With further optimization of the model and refining of its classification and recognition capabilities,it will serve as a simple and efficient auxiliary monitoring tool.
4.IMPORTED MALARIA CASES FOLLOWING LOCAL MALARIA ELIMINATION IN MINHANG DISTRICT,SHANGHAI
Yu-Ping CHENG ; Lu ZHANG ; Zhou-Yun WANG ; Dun-Jia WANG ; Min-Hui ZHU ; Lin-Juan DONG ; Yi-Bin ZHOU
Acta Parasitologica et Medica Entomologica Sinica 2024;31(4):193-198
Objective The aim of the paper is to analyze the characteristics of imported malaria cases in Minhang District after local malaria elimination,and to improve prevention and control measures.Methods As local malaria was announced eliminated in Shanghai,in 2015,the malaria cases report information in Minhang District from 2016 to 2023 were enrolled to analyze the epidemic characteristics,infection sources,and treatment of malaria with descriptive epidemiological methods.Results A total of 47 cases were reported in Minhang District from 2016 to 2023,all of which were imported cases confirmed by the laboratory,mainly falciparum malaria.The overall proportion of falciparum malaria after 2020 was significantly higher than that from 2016 to 2019,with a statistically significant difference.There was no obvious seasonality in the onset of malaria cases,with a peak in February(six cases,12.77%)and a low in June(one case,2.13%).Most cases were young to middle-aged males and employed workers.All cases originated in Africa,mainly West Africa(35 cases,65.96%).Therewere 35 cases(74.47%)that occurred within two weeks of arrival and 89.36%of cases preferred tertiary medical facilities for medical services.The initial correct diagnosis rate was 78.72%.The median interval from onset to diagnosis was one day.The median interval from onset to entry was three days for falciparum,74 days for ovale,and two days for vivax malaria.Conclusions Malaria surveillance capacity in Minhang District remained excellent after local malaria elimination.However,imported malaria cases still pose a threat to public health,and multi-sectoral collaboration and health administration should be strengthened to improve clinical malaria screening capacity,diagnostic techniques,and medical management in the future.
5.Evaluation of Myocardial Perfusion Classification for Interventional Treatment of Chronic Total Occlusion of Coronary Artery
Bing-zheng LUO ; Ming-qi LI ; Dun-liang MA ; Kai-ze WU ; Bin ZHANG ; Hong-wen FEI
Journal of Sun Yat-sen University(Medical Sciences) 2023;44(5):840-846
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6.Effects of Aquatic Exercise on Lower-limb Motor Function and Activities of Daily Living for Patients with Stroke: A Meta-analysis
Yao CUI ; Wei JIA ; Ming ZENG ; Fang CONG ; Long JIN ; Feng-shan SI ; Bin YAO ; Dun-wu XIAO ; Kai ZHANG
Chinese Journal of Rehabilitation Theory and Practice 2020;26(3):263-277
Objective:To evaluate the effects of aquatic exercise on lower-limb motor function and activities of daily living for patients with stroke. Methods:The randomized controlled trials (RCTs) about effects of aquatic therapeutic exercise on stroke patients were recalled from the databases of Cochrane Library, PEDro, PubMed, EMBASE, Web of Knowledge, Web of Science, OVID, EBSCO, CMCI, CNKI, Wanfang and VIP. The methodological quality of the included RCTs was evaluated. The data were extracted, and analysed with RevMan 5.3. Results:A total of 23 RCTs that represented 861 participants were evaluated. Compared with the control group, aquatic exercise significantly improved the performance of Berg Balance Scale (WMD = 2.69, 95%CI 1.21 to 4.16,
7.The molecular mechanism of the effect of benzoα pyrene on autophagy of molecular chaperones under simulated hypoxia
Fan YANG ; Nan LIN ; Sha-sha ZHANG ; Meng-di ZHANG ; Yu-xia HU ; Tu-ya BAI ; Xiao-li LÜ ; Jun LI ; Zhi-bin XIAO ; Tuo-ya AO-DUN ; Fu-hou CHANG
Acta Pharmaceutica Sinica 2020;55(11):2665-2673
In this study, the effect of benzo[
8. Rapamycin in the treatment of renal diseases associated with tuberous sclerosis complex
Shuo DUN ; Liping ZOU ; Mengna ZHANG ; Yangyang WANG ; Wen HE ; Huimin CHEN ; Linyan HU ; Xiaoqiao CHEN ; Qian LU ; Lingyu PANG ; Liying LIU ; Lina TANG ; Bin WANG
Chinese Journal of Pediatrics 2019;57(11):852-856
Objective:
To investigate the efficacy and safety of rapamycin in children with tuberous sclerosis complex (TSC) associated renal disease.
Methods:
A prospective self-control study was conducted. The clinical data of 92 children diagnosed with tuberous sclerosis complex associated kidney disease at the People′s Liberation Army General Hospital from January 2011 to January 2019 were collected. The long-term rapamycin treatment for all patients initiated at 1 mg/(m2·d), which was gradually adjusted to reach a blood concentration of 5-10 μg/L. The changes of the maximum diameter of renal lesions in children after rapamycin treatment were observed and analyzed with Wilcoxon test.
Results:
Ninety-two children, including 52 males and 40 females, who met the criteria were analyzed. Sixty patients had only renal angiomyolipoma(RAML), while 24 patients had only multiple renal cysts(MRC), and 8 patients had both lesions. The age of TSC diagnosis was 16.0 (7.0, 42.0) months, and the age of initial treatment with rapamycin was 63.5 (21.0, 103.0) months. The follow-up lasted for 12.0 (4.0, 23.0) months. Sequencing of TSC1 and TSC2 genes was performed in 54 children with TSC, including 3 patients (6%) with mutations in TSC1 gene and 51 patients (94%) with mutations in TSC2 gene. The maximum RAML diameter before treatment was 7.0 (4.0, 9.0) mm. The best effect reached at 3 months of treatment, with the diameter of 4.0 (0,7.0) mm. The maximum diameters at 6 months, 1 year and 1-2 years were 5.0 (0,9.8) mm, 5.0 (1.5, 8.5) mm, 5.5 (3.0, 9.0) mm, respectively, and were significantly different from the baseline (
9.Application of Mobile Assessment in Aquatic Rehabilitation Assessment for Patients with Spinal Cord Injury
Yao CUI ; Fang CONG ; Jian-jun LI ; Ming ZENG ; Dong-yang LI ; Long JIN ; Feng-shan SI ; Bin YAO ; Wei JIA ; Dun-wu XIAO ; Kai ZHANG
Chinese Journal of Rehabilitation Theory and Practice 2019;25(3):341-346
Objective:To explore the application of mobile medical technology in aquatic rehabilitation assessment for patients with spinal cord injury. Methods:From November, 2017 to April, 2018, 72 patients with spinal cord injury accepted aquatic exercise were randomly divided into control group (
10. Surgical strategy and clinical outcomes in degenerative lumbar scoliosis with type C coronal imbalance
Benlong SHI ; Dun LIU ; Zhen LIU ; Zezhang ZHU ; Xu SUN ; Bin WANG ; Yong QIU
Chinese Journal of Orthopaedics 2019;39(20):1232-1238
Objective:
To illustrate the surgical strategy of sequential correction in degenerative lumbar scoliosis (DLS) with type C coronal imbalance, and to evaluate the clinical outcomes and advances of sequential correction technique.
Methods:
Twelve patients (2 males and 10 females) applying sequential correction technique from January 2015 to August 2017 were retrospectively reviewed. The ages of the cohort ranged 48-74 years and the average value was 52.3±8.4 years. The sequential correction technique was mainly applied in 3 steps: correction of local kyphoscoliosis with satellite rod on convex side of lumbar spine; correction of lumbosacral curve with L 4-S1 Intervertebral fusion and satellite rod on convex side of lumbosacral spine; correction of global deformity with bilateral long rods. The coronal parameters including Cobb angle and distance between C7 plumb line and center sacral vertical line (C7PL-CSVL), and the sagittal parameters including global kyphosis (GK) and sagittal vertical axis (SVA) were assessed at pre-operation, post-operationand last follow-up. The quality of life was evaluated using SF-36 questionnaire, and paired t test was used for the statistical analysis.
Results:
The average follow-up period was 16.7±4.8 months. The Cobb angles at pre-operation and post-operation were 59.6°±18.7° and 25.6°±12.4° (

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