1.Establishment of a fit prediction model of N95 respirator based on facial images.
Guifang WANG ; Changwei LUO ; Can CUI ; Shengjin WANG ; Jing HUANG
Environmental Health and Preventive Medicine 2025;30():101-101
BACKGROUND:
The protective effectiveness of an N95 respirator depends on the filtration efficiency of the material from which the N95 respirator is made of, as well as the wearers' facial fit. The facial fit of an N95 respirator mainly depends on the degree of matching between the wearers' facial dimension characteristics and the N95 respirator. Quantitative fit testing objectively evaluates the fit of N95 respirators; however, it is not easy to promote because of the limitations of testing conditions. The aim of this study is to establish a fit prediction model of N95 respirator based on facial images.
METHODS:
Facial images and fit factor (FF) value of 5 N95 respirators were gathered from 299 medical staffs in 10 hospitals in Beijing. Face geometry measurement was based on 3D face modelling, and the American TSI-8038 Porta Count Pro+ was used to conduct quantitative fit test. Multiple linear regression analysis was employed to identify facial dimensional features that significantly influenced the fit of N95 respirators. Through matching training of facial image and FF values, a fit prediction model has been established, enabling rapid recommendation of N95 respirators meeting the fit standard via facial image recognition.
RESULTS:
A fit prediction model for N95 respirators based on facial images has been developed, which enables the rapid recommendation of N95 respirators with acceptable FF value for healthcare personnel. The model demonstrated an accuracy of 55.93%, a precision of 98.43%, a recall of 51.65%, and an F1 score of 0.68.
CONCLUSIONS
It is feasible to utilize computer-based facial recognition technology to rapidly recommend N95 respirators for medical personnel. Given the high level of accuracy achieved, the model demonstrates significant potential for practical application.
Humans
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Face/anatomy & histology*
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N95 Respirators/standards*
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Male
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Adult
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Female
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Middle Aged
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Beijing
2.Analysis and summary of clinical characteristics of 289 patients with paroxysmal nocturnal hemoglobinuria in Zhejiang Province
Gaixiang XU ; Weimei JIN ; Baodong YE ; Songfu JIANG ; Chao HU ; Xin HUANG ; Bingshou XIE ; Huifang JIANG ; Lili CHEN ; Rongxin YAO ; Ying LU ; Linjie LI ; Jin ZHANG ; Guifang OUYANG ; Yongwei HONG ; Hongwei KONG ; Zhejun QIU ; Wenji LUO ; Binbin CHU ; Huiqi ZHANG ; Hui ZENG ; Xiujie ZHOU ; Pengfei SHI ; Ying XU ; Jie JIN ; Hongyan TONG
Chinese Journal of Hematology 2024;45(6):549-555
Objective:To further improve the understanding of paroxysmal nocturnal hemoglobinuria (PNH), we retrospectively analyzed and summarized the clinical characteristics, treatment status, and survival status of patients with PNH in Zhejiang Province.Methods:This study included 289 patients with PNH who visited 20 hospitals in Zhejiang Province. Their clinical characteristics, comorbidity, laboratory test results, and medications were analyzed and summarized.Results:Among the 289 patients with PNH, 148 males and 141 females, with a median onset age of 45 (16-87) years and a peak onset age of 20-49 years (57.8% ). The median lactic dehydrogenase (LDH) level was 1 142 (604-1 925) U/L. Classified by type, 70.9% (166/234) were classical, 24.4% (57/234) were PNH/bone marrow failure (BMF), and 4.7% (11/234) were subclinical. The main clinical manifestations included fatigue or weakness (80.8%, 235/289), dizziness (73.4%, 212/289), darkened urine color (66.2%, 179/272), and jaundice (46.2%, 126/270). Common comorbidities were hemoglobinuria (58.7% ), renal dysfunction (17.6% ), and thrombosis (15.0% ). Moreover, 82.3% of the patients received glucocorticoid therapy, 70.9% required blood transfusion, 30.7% used immunosuppressive agents, 13.8% received anticoagulant therapy, and 6.3% received allogeneic hematopoietic stem cell transplantation. The 10-year overall survival (OS) rate was 84.4% (95% CI 78.0% -91.3% ) . Conclusion:Patients with PNH are more common in young and middle-aged people, with a similar incidence rate between men and women. Common clinical manifestations include fatigue, hemoglobinuria, jaundice, renal dysfunction, and recurrent thrombosis. The 10-year OS of this group is similar to reports from other centers in China.
3.Long-term hypomethylating agents in patients with myelodysplastic syndromes: a multi-center retrospective study
Xiaozhen LIU ; Shujuan ZHOU ; Jian HUANG ; Caifang ZHAO ; Lingxu JIANG ; Yudi ZHANG ; Chen MEI ; Liya MA ; Xinping ZHOU ; Yanping SHAO ; Gongqiang WU ; Xibin XIAO ; Rongxin YAO ; Xiaohong DU ; Tonglin HU ; Shenxian QIAN ; Yuan LI ; Xuefen YAN ; Li HUANG ; Manling WANG ; Jiaping FU ; Lihong SHOU ; Wenhua JIANG ; Weimei JIN ; Linjie LI ; Jing LE ; Wenji LUO ; Yun ZHANG ; Xiujie ZHOU ; Hao ZHANG ; Xianghua LANG ; Mei ZHOU ; Jie JIN ; Huifang JIANG ; Jin ZHANG ; Guifang OUYANG ; Hongyan TONG
Chinese Journal of Hematology 2024;45(8):738-747
Objective:To evaluate the efficacy and safety of hypomethylating agents (HMA) in patients with myelodysplastic syndromes (MDS) .Methods:A total of 409 MDS patients from 45 hospitals in Zhejiang province who received at least four consecutive cycles of HMA monotherapy as initial therapy were enrolled to evaluate the efficacy and safety of HMA. Mann-Whitney U or Chi-square tests were used to compare the differences in the clinical data. Logistic regression and Cox regression were used to analyze the factors affecting efficacy and survival. Kaplan-Meier was used for survival analysis. Results:Patients received HMA treatment for a median of 6 cycles (range, 4-25 cycles) . The complete remission (CR) rate was 33.98% and the overall response rate (ORR) was 77.02%. Multivariate analysis revealed that complex karyotype ( P=0.02, OR=0.39, 95% CI 0.18-0.84) was an independent favorable factor for CR rate. TP53 mutation ( P=0.02, OR=0.22, 95% CI 0.06-0.77) was a predictive factor for a higher ORR. The median OS for the HMA-treated patients was 25.67 (95% CI 21.14-30.19) months. HMA response ( P=0.036, HR=0.47, 95% CI 0.23-0.95) was an independent favorable prognostic factor, whereas complex karyotype ( P=0.024, HR=2.14, 95% CI 1.10-4.15) , leukemia transformation ( P<0.001, HR=2.839, 95% CI 1.64-4.92) , and TP53 mutation ( P=0.012, HR=2.19, 95% CI 1.19-4.07) were independent adverse prognostic factors. There was no significant difference in efficacy and survival between the reduced and standard doses of HMA. The CR rate and ORR of MDS patients treated with decitabine and azacitidine were not significantly different. The median OS of patients treated with decitabine was longer compared with that of patients treated with azacitidine (29.53 months vs 20.17 months, P=0.007) . The incidence of bone marrow suppression and pneumonia in the decitabine group was higher compared with that in the azacitidine group. Conclusion:Continuous and regular use of appropriate doses of hypomethylating agents may benefit MDS patients to the greatest extent if it is tolerated.
4.Diagnostic value of detachable string magnetically controlled capsule endoscopy in patients with liver cirrhosis
Huanhuan SUN ; Guifang LU ; Li REN ; Yumei LUO ; Shuixiang HE
Journal of Xi'an Jiaotong University(Medical Sciences) 2024;45(3):449-454
Objective To investigate the diagnostic value of detachable string magnetically controlled capsule endoscopy(ds-MCE)in patients with liver cirrhosis.Methods Patients with liver cirrhosis were screened for esophagogastroduodenoscopy(EGD)and ds-MCE examination to assess the accuracy of ds-MCE in identifying gastroesophageal varices,high-risk esophageal varices and portal hypertensive gastropathy using EGD as the gold standard,and evaluate the detection of portal hypertensive enteropathy and the comfort level of patients.Results From May 2021 to July 2022,a total of 53 patients with liver cirrhosis were successfully enrolled.With EGD as the gold standard,ds-MCE detected esophageal varices with 95.45%for sensitivity,100%for specificity and adjusted positive predictive value(PPV),95.65%for adjusted negative predictive value(NPV),and 0.877 for Kappa value(P<0.001).For detection of gastric varices,ds-MCE had sensitivity,specificity,adjusted PPV,and adjusted NPV of 93.94%,90%,90.38%and 93.69%,and Kappa value of 0.839(P<0.001).For detection of portal hypertension gastropathy,ds-MCE had sensitivity,specificity,adjusted PPV and adjusted NPV of 80%,90.70%,89.59%and 81.93%,and Kappa value of 0.657(P<0.001).In differentiating high-risk esophageal varices,the sensitivity,specificity,adjusted PPV,and adjusted NPV were 76%,100%,100%and 77.43%,respectively;Kappa value was 0.770(P<0.001).Of the patients with liver cirrhosis,26.0%(13/50)were diagnosed with portal hypertensive enteropathy.The main mucosal changes were edema,erythema,and vascular dysplasia.The ds-MCE comfort score of 3(2,4)was higher than that of the traditional EGD 1(0,3)(P<0.000 1).Conclusion Compared with EGD,ds-MCE is an accurate,safe,feasible and comfortable method for detecting esophagogastric varices and portal hypertensive gastropathy in patients with liver cirrhosis.It is a potential alternative to EGD screening surveillance of gastroesophageal varices in patients with liver cirrhosis.
5.Evaluation of the clinical value of capsule endoscopy in patients with unexplained abdominal pain
Yumei LUO ; Guifang LU ; Mudan REN ; Huanhuan SUN ; Xinlan LU ; Li REN ; Shuixiang HE
Journal of Xi'an Jiaotong University(Medical Sciences) 2023;44(3):448-451
【Objective】 To evaluate the clinical value of capsule endoscope in the diagnosis of unexplained abdominal pain. 【Methods】 We made a retrospective analysis of 191 patients with unexplained abdominal pain who sought medical help in our hospital and 25 normal controls. Capsule endoscopy was performed in both groups, small bowel lesions were detected, and clinical data were collected for further analysis. 【Results】 The total small bowel lesion detection rate was 52.87% (101/191) in abdominal pain (AP) patients and 20% (5/25) in the control group, respectively. The detection rate of significant findings (ulcers, erosions, polyps, diverticula, parasites, and neoplastic organisms) was only 16.23% (31/191) in AP patients. In the non-significant findings, no statistical difference in the detection rates for vascular malformation, capillary dilation, and lymphoid follicular hyperplasia were found between the two groups, while the detection rate of intestinal lymphangiectasia was significantly higher in the AP patients (23.56% vs. 4%, P<0.05, OR=7.089). 【Conclusion】 Capsule endoscopy can be an optional choice for diagnosis of unexplained abdominal pain, while the relationship between positive findings and abdominal pain should be further investigated.
6.Evaluation system of ideological and political education in clinical medicine courses based on analytic hierarchy process and fuzzy comprehensive evaluation models
Yun FENG ; Miaosha LUO ; Xiaoyang REN ; Yaping LIU ; Guifang LU ; Yan ZHAO ; Dan ZHANG ; Hongxia LI ; Shuixiang HE ; Ai JIA
Chinese Journal of Medical Education Research 2023;22(10):1494-1498
Objective:To explore the construction and application of the evaluation system for ideological and political education in clinical medicine courses based on analytic hierarchy process (AHP) and fuzzy comprehensive evaluation (FCE) models.Methods:The evaluation system for ideological and political education in clinical medicine courses was constructed based on AHP and FCE models in the Yaahp software. Ideological and political education checklist teaching that places equal emphasis on medical ethics and skill was implemented in internal medicine course taken by 185 students in The First Affiliated Hospital of Xi'an Jiaotong University. At the end of the course, the evaluation system was used to obtain quantitative comprehensive evaluation results.Results:Based on AHP and FCE models, the evaluation system for ideological and political education in clinical medicine courses was established. The goal was education of students with both medical ethics and skill, the criteria included teachers' ethics, curriculum design, students' experience and development assessment, and thirteen alternatives were used in the system. The implementation effect of ideological and political education in internal medicine course of the first semester in the 2020-2021 academic year was evaluated by the evaluation system. The quantitative comprehensive evaluation score was 4.080 (range 1-5), which showed that the ideological and political education checklist teaching with equal emphasis on medical ethics and skill achieved good educating effect.Conclusion:The evaluation system for the implementation effect of ideological and political education in clinical medicine courses can be constructed based on the AHP and FCE models. The evaluation system is scientific, quantitative, comprehensive, and improvable.
7.Establishment and evaluation of a mouse model of circulating hepatoma cells
Guifang LUO ; Juanjuan ZHANG ; Qing DENG ; Guirong ZENG ; Dejian JIANG ; Hongya XIN
Acta Laboratorium Animalis Scientia Sinica 2017;25(3):301-305,315
Objective To establish a mouse model of circulating tumor cells (CTCs) by applying mouse hepatoma Hapa 1-6 cells.Methods 108 healthy male C57BL/6 mice were randomly divided into 3 groups according to their body weights.Hepa 1-6 cell suspension was intravenously injected to each mouse in the three groups at a concentration of 1×106,5×106 and 1×107/mL,0.2 mL per mouse,respectively.Blood samples were collected from the mice on the 1st,5th,9th,13th,17th and 21st days after tumor cell injection.The number,ratio and relative inhibition rate of CTCs were calculated in 20,000 nucleated cells.The mortality of mice was recorded.②80 male C57BL/6 mice were averaged into 2 groups according to their body weight: control and sorafenib tosylate groups.0.2 mL of Hepa 1-6 single cell suspension was injected to each mouse through the caudal vein at a concentration of 5×106/mL.The mice were gavaged with sorafenib tosylate (50 mg/kg) for 21 days and blood samples were collected at the 3rd,8th,15th,and 21st days for CTC assessment.Results For the 1×106/mL group,the CTC inhibition rate was 25.1%,18.1%,8.9%,4.4%,2.9% and 0.3% on the 1st,5th,9th,13th,17th and 21st days,respectively,and all the mice were alive.For the 5×106/mL group,the CTC inhibition rate was 40.4%,35.4%,15.4%,9.0%,6.6% and 4.1% on the 1st,5th,9th,13th,17th and 21st days,respectively,and all the mice were alive.For the 1×107/mL group,the CTC inhibition rate was 39.1% and 33.5% on the 1st and 5th days,respectively.Some mice died immediately after intravenous injection and all mice died within 7 days.②The relative clearance of CTCs was-7.5%,4.6%,55.3% and-94.5% on the 3rd,8th,15th and 21st days of sorafenib tosylate administration.Compared with the control group,there were significant differences among the three groups (P<0.05 or P<0.01).Conclusions A mouse model of circulating hepatoma cells has been established by intravenous injection of 0.2 mL of 5×106/mL mouse Hepa 1-6 cell suspension.This mouse model can be used for screening and evaluation of drugs for circulating tumor cell inhibition.
8.Cognitive profile of children with newly onset benign epilepsy with centro-temporal spikes before treatment:a study of computerized cognitive testing in epilepsy.
Qian CHEN ; Dazhi CHENG ; Tong ZHENG ; Zhijie GAO ; Guizhen ZHANG ; Xiuxian YAN ; Xinlin ZHOU ; Guifang LUO ; Keming XU
Chinese Journal of Pediatrics 2015;53(10):754-759
OBJECTIVEBenign epilepsy with centro-temporal spikes (BECTs) is a common idiopathic partial epileptic syndrome in childhood, which often affect the pre-school and school-age children and a considerable proportion have comorbidity including lower academic achievement and cognitive impairment. Few studies involved the psychocognitive assessment in such a drug-treatable epileptic syndrome especially in the newly diagnosed and medications-naive group. This study aimed to investigate the cognitive characteristics of children with newly onset BECTs before treatment.
METHODForty-one outpatients with newly diagnosed BECTs who visited the Clinic during the periods from October 2012 to May 2014 before the medications against epilepsy and 41 healthy controls recruited from regular school in Beijing during the period from July 2013 to March 2014, who matched in age and gender underwent battery testing by computerized cognitive testing in epilepsy (CCTE). The BECTs group included 41 children, 20 boys and 21 girls, mean age (8.2 ± 1.7) years, the age of onset of epilepsy 4.5-11.5 years (the age of onset <8 years in 25 cases, ≥ 8 years in 16 cases). The cognitive characteristics and associated factors were analyzed. The primary data including correct answer numbers and reaction times were analyzed by independent sample t-test between the two groups of children with BECTs and healthy controls based on SPSS 18.0 statistical software.
RESULTRaw data of 9 tasks' scores collected from BECTs and healthy control children were continuous variables in accordance with normal distribution. BECTs children performed significantly worse than controls in choice reaction time ((618+158) vs. (524+254) ms), three-dimensional mental rotation (11 ± 10 vs. 18 ± 12) and visual tracing (10 ± 6 vs.15 ± 6), t=2.01, 3.03 and 3.47, P<0.05, <0.01 and <0.001, respectively.While other 6 tasks showed no significant difference between the two groups (P>0.05 for all comparisons). BECTs boys performed significantly worse than girls on simple substraction tasks compared with standard nine score ((4.7 ± 1.5) vs. (5.6 ± 1.2), t=-2.24, P<0.05). Other 8 tasks showed no significant difference between boys and girls (P>0.05 for all comparisons). Other 9 tasks showed no significant differences between the two groups of BECTs children whose age of onset was before 8 years and those who started seizure ≥ 8 years (P all >0.05). The standard nine scores of simple substraction from the three BECTs groups of dominance sides of spikes and waves during NREM showed significant difference (P<0.05). BECTs children with bilateral discharges performed significantly worse than the other two groups dominantly right or left discharges (4.7 ± 1.2 vs. 6.0 ± 1.2 vs. 4.9 ± 1.4, P all <0.05). There was no significant difference between the two groups with right and left side dominance discharges (P>0.05). Other 8 tasks showed no significant differences among the three groups (P>0.05 for all comparisons).
CONCLUSIONAlthough EEG discharges index below 50% during NREM period, while newly diagnosed BECTs children before treatment with medications against epilepsy performed poorer on tasks of choice reaction time, three-dimensional mental rotation, and visual tracing. The two factors of male and bilateral discharges during NREM period correlate with dysfunction of simple subtraction, the mechanism needs further study and the cognitive function of epilepsy children should be evaluated and followed up, in order to provide psychologic baseline data for persistent cognitive disturbance.
Beijing ; Case-Control Studies ; Child ; Child, Preschool ; Cognition ; Cognition Disorders ; diagnosis ; Comorbidity ; Epilepsy, Rolandic ; physiopathology ; Female ; Humans ; Male ; Reaction Time ; Seizures ; physiopathology
9.Serum screening of celiac disease in Chinese adults with diarrhea-predominant irritable bowel syndrome in Hubei, China
Hongling WANG ; Linjie LUO ; Jiguang KOU ; Anlong YUAN ; Guifang YANG ; Min WANG ; Bing XIA
Chinese Journal of Internal Medicine 2013;(1):38-41
Objective To screen the prevalence of celiac disease with serologic markers in the central Chinese population,specifically in patients with chronic diarrhea-predominant irritable bowel syndrome (D-IBS).Methods A total of 282 adult patients with D-IBS were selected based on ROME Ⅲ criteria with 296 age and sex matched consecutive healthy individuals as controls.A gluten-free diet (GFD) was advised in subjects positive for IgA/IgG anti-htTG/DGP antibodies and the serologic antibodies were retested after the GFD.Results Among the 578 study subjects,five D-IBS patients (5/282,1.77%) and two healthy controls (2/296,0.68%) were positive for anti-htTG/DGP antibodies.Among the seven positive cases,one was lost to follow-up and only four were evaluated during GFD therapy for an average of 5.2 months with clinical and/or serological manifestations improved.Conclusions The prevalence of celiac disease may not be uncommon in China.Compared with the healthy population,patients with D-IBS tend to be affected more.Thus,it is significantly important to conduct routine screening for celiac disease in patients with D-IBS.
10.Analysis of deafness gene mutations by gene chip and its clinical significance.
Hua ZHANG ; Yuqing LIU ; Youqin WANG ; Guifang LI ; Zhenyuan LUO ; Peng fei JIANG ; Fei LI ; Shuhui WANG ; Kaixian DENG
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2009;23(22):1032-1035
OBJECTIVE:
To analyze deafness gene mutations by genechip.
METHOD:
The peripheral blood samples were obtained and DNA templates were extracted by extraction kits. The deafness gene mutations were distinguished by genechip.
RESULT:
Among 42 patients with non-syndromic hearing loss, GJB2 235delC was found in 11 cases (7 cases were homozygosis, 4 cases were heterozygosis); 4 cases were shown to carry the PDS IVS7-2A>G mutation.
CONCLUSION
The incidence of GJB2 gene and PDS IVS7-2A>G mutations among the deaf- mute children in Guiyang city is 38.10%. Molecular genetic screening for these mutations and genetic counseling are effective methods to prevent the occurrence of hereditary hearing loss.
Adolescent
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Child
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Child, Preschool
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China
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Connexin 26
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Connexins
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genetics
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Deafness
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genetics
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Genetic Testing
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Humans
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Infant
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Membrane Transport Proteins
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genetics
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Mutation
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Oligonucleotide Array Sequence Analysis
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Sulfate Transporters
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Surveys and Questionnaires
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Young Adult

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