1.Global and contextual dual attention U-Net model for segmenting thoracic and lumbar vertebrae in spinal sagittal X-ray images
Lin XIAO ; Li ZHANG ; Yu TANG ; Yuyao HUANG ; Lihang WANG ; Li HE ; Zhiqin HE
Chinese Journal of Medical Imaging Technology 2025;41(1):128-132
Objective To observe the value of global and contextual dual attention U-Net model for segmenting thoracic and lumbar vertebrae in spinal sagittal X-ray images.Methods Totally 600 spinal sagittal X-ray images of 600 patients with adolescent idiopathic scoliosis were retrospectively enrolled.The images were preprocessed,and T4-T12 and L1-L5 were manually annotated as reference standards.The global attention refinement(GAR)module and attention-based atrous spatial pyramid pooling(A-ASPP)module were added to U-Net model,fivefold cross validation method was used for training and validation,and its performance for segmenting sagittal X-ray images was analyzed,and compared with pyramid scene parsing network(PSPNet),visual geometry group(VGG)-UNet and DeepLabv3+.Results The precision,sensitivity and Dice similarity coefficient of global and contextual dual attention U-Net model for segmenting thoracic and lumbar vertebrae in spinal sagittal X-ray images was 90.58%,89.51%,and 90.20%,respectively,which were superior to PSPNet,VGG-UNet and DeepLabv3+.The loss function and mean intersection over union curves showed that it converged quickly and had good generalization ability.Conclusion The global and contextual dual attention U-Net model could effectively segment thoracic and lumbar vertebrae in spinal sagittal X-ray images.
2.Global and contextual dual attention U-Net model for segmenting thoracic and lumbar vertebrae in spinal sagittal X-ray images
Lin XIAO ; Li ZHANG ; Yu TANG ; Yuyao HUANG ; Lihang WANG ; Li HE ; Zhiqin HE
Chinese Journal of Medical Imaging Technology 2025;41(1):128-132
Objective To observe the value of global and contextual dual attention U-Net model for segmenting thoracic and lumbar vertebrae in spinal sagittal X-ray images.Methods Totally 600 spinal sagittal X-ray images of 600 patients with adolescent idiopathic scoliosis were retrospectively enrolled.The images were preprocessed,and T4-T12 and L1-L5 were manually annotated as reference standards.The global attention refinement(GAR)module and attention-based atrous spatial pyramid pooling(A-ASPP)module were added to U-Net model,fivefold cross validation method was used for training and validation,and its performance for segmenting sagittal X-ray images was analyzed,and compared with pyramid scene parsing network(PSPNet),visual geometry group(VGG)-UNet and DeepLabv3+.Results The precision,sensitivity and Dice similarity coefficient of global and contextual dual attention U-Net model for segmenting thoracic and lumbar vertebrae in spinal sagittal X-ray images was 90.58%,89.51%,and 90.20%,respectively,which were superior to PSPNet,VGG-UNet and DeepLabv3+.The loss function and mean intersection over union curves showed that it converged quickly and had good generalization ability.Conclusion The global and contextual dual attention U-Net model could effectively segment thoracic and lumbar vertebrae in spinal sagittal X-ray images.
3.Research on Material Basis of Homologous and Heterogeneous Effect of Aurantii Fructus Immaturus and Aurantii Fructus Based on Total Statistical Moment Analysis and Molecular Connectivity Index
Xiao YUAN ; Yuefeng WU ; Shixiong LI ; Youzhi LIU ; Zhiqin YU ; Fuyuan HE ; Jin ZHOU
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(3):161-168
ObjectiveTo investigate the material basis of homologous and heterogeneous effect of Aurantii Fructus Immaturus(AFI) and Aurantii Fructus(AF) based on the total statistical moment analysis and molecular connectivity index(MCI). MethodRelevant literature at home and abroad and Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform(TCMSP) were consulted to establish the chemical composition database of AFI and AF, and set up their fingerprints by ultra-high performance liquid chromatography(UPLC), and the total statistical moments and similarity parameters of the fingerprint were calculated. According to MCI, all components of AFI and AF were divided into different component groups, the average values of 0-8th order(0χ-8χ) MCI of the common component groups of AFI and AF were calculated. ResultThe values of total zero-order moment(AUCT) of AFI and AF were (10.57±2.45)×106, (5.09±0.89)×106 μV·s, the values of total first-order moment(MCRTT) were (11.57±1.58), (12.10±1.29) min, the values of total second-order moments(VCRTT) were(24.49±2.30), (26.49±2.54) min2, respectively. It showed that qualitative and quantitative parameters of AFI and AF were significantly different. The components with high similarity such as neohesperidin, hesperidin and narirutin were screened as the common potential pharmacodynamic components of AFI and AF. The non-common components of AFI, such as alysifolinone and imperatorin, and the non-common components of AF, such as neoeriocitrin and isosakuranin, with high similarity were screened out as potential heterogeneous components of AFI and AF. The composition groups of AFI and AF were classified into six categories, and the similarities between the composition groups of AFI and AF and the total constituents were 0.872-0.979 and 0.918-0.997, the average values of 0χ-8χ MCI of alkaloids in AFI and AF were 3.65 and 3.14, the average values of 0χ-8χ MCI of flavonoids were 8.47 and 8.47, the average values of 0χ-8χ MCI of volatile oils were 2.71 and 3.48, respectively. It showed that there were some differences in MCI of chemical constituents(groups) between AFI and AF. ConclusionThe chemical constituents(groups) of AFI and AF not only differ in content and species, but also in structural characteristics and structure-activity relationship, which can provide a basis for further explaining the scientific connotation of homologous and heterogeneous effect of AFI and AF.
4.Clinical analysis of 117 cases with synchronous multiple primary esophageal squamous cell carcinomas
Zhiqin CHEN ; Sihan LI ; Zheng HE ; Guang LI
The Korean Journal of Internal Medicine 2021;36(6):1356-1364
Background/Aims:
We aimed to study the clinical characteristics, treatment modality, and the prognosis of synchronous multiple primary esophageal squamous cell carcinomas (SMPESCC).
Methods:
A total of 117 SMPESCC cases were evaluated retrospectively from 2010 to 2015.
Results:
The most common locations of SMPESCC were mid- and lower thoracic segments (n = 208, 84.9%). The 1-, 2-, and 3-year overall survival rates were 53.8%, 30.8%, and 15.4%, respectively; the median survival time (MST) was 12.5 months. With definitive radiotherapy and surgery, respectively, the MST of stage I/II patients were 34.2 and 26.7 months, of stage III patients were 8.3 and 13.2 months (p = 0.163), and of stage IV patients were and 8 and 12.6 months (p = 0.379). Clinical stage, family history of cancer, and Karnofsky performance status were independent prognostic factors for the whole cohort by Cox multivariate regression analysis (hazard ratio [HR] = 0.859, p < 0.001; HR = 0.579, p = 0.032; and HR = 0.586, p = 0.013).
Conclusions
Although the prognosis of SMPESCC is poor, stage I/II patients can achieve long-term survival with aggressive treatment, especially those with a Karnofsky performance score 90 or higher and who have no family history of cancer. Definitive radiotherapy could achieve a similar survival rate to definitive surgery at different clinical stages.
5. The development trend of geriatric nursing and combination of medical and nursing by analysis of the keywords of literature in China
Yanhong YAN ; Qing HE ; Rui LI ; Lan TAO ; Tuo LIU ; Renjiao ZUO ; Lu YANG ; Zhiqin CAO ; Zhenzhen XIONG
Chinese Journal of Practical Nursing 2019;35(35):2731-2735
Objective:
Through research on the geriatric nursing related literature in Chinese journals and medical care and elderly care combination related keywords from 1979 to 2017, this study provides the development trend of geriatric nursing research.
Methods:
Searching articles in Wanfang, CNKI, VIP database, selecting the keywords and published time of the paper. Employing descriptive statistics to describe literatures information such as publication time, quantity of keywords, word frequency of keywords, heat degree of keywords, character of keywords and so on.
Results:
Totally 134 791 articles were got and 58 031 articles were included in the analysis. The amount of literature growth was slow before 2005, The cumulative amount of literature in 1979-2005 was only 12.75% of the total amount of literature. After 2005, the amount of literature increased rapidly year by year. The number of literature published in 2017 has exceeded 12%. The amount of the geriatric nursing related literature was proportional to the number of people aged 65 and over in China. In the research of geriatric nursing, the content related to medical care and elderly care combination was quite dispersed, and it did not involve research at the level of Medical Association. The medical care and elderly care combination and Medical Association were new areas in the research of geriatric nursing.
Conclusion
The amount of the geriatric nursing related literature from 1979 to 2017 was proportional to the number of people aged 65 and over in China. There are few researches on how to carry out geriatric nursing under the policy of medical care and elderly care combination and Medical Association, which should be the focus of future research and exploration to actively respond to the challenge of aging population.
6.Progress of multiple primary esophageal carcinoma
Zhiqin CHEN ; Sihan LI ; Zheng HE ; Guang LI
Cancer Research and Clinic 2018;30(2):138-141
Multiple primary esophageal carcinoma (MPEC) is a special type of esophageal carcinoma, including multiple sites in esophagus and carcinomas in esophagus and other organs that mostly occurs in the head and neck as well as stomach.With the great advance of researches,knowledge and diagnostic technique, the diagnosis rate of MPEC has been improved.The biological behavior, clinical characteristics, and prognosis of MPEC differ from esophageal cancer alone.This paper summarizes the research progress of MPEC.
7.Clinical value of prenatal MRI in the diagnosis of fetal simple expansion of lateral ventricle and follow-up after birth
Zhi LI ; Pingya HE ; Zhiqin LUO ; Liming PAN ; Yaning CHEN ; Guosong SHEN ; Zhenghua FEI ; Maoyu LI ; Xiangming FANG ; Linghong QI ; Mingsong LIU
Chinese Journal of Obstetrics and Gynecology 2017;52(4):220-226
Objective To explore the value of prenatal MRI in the diagnosis of fetal simple expansion of lateral ventricle(ventriculomegaly), and follow up the nervous system development status after birth. Methods Simple expansion of the lateral ventricle fetus by prenatal MRI examination were collected in Huzhou Maternal and Child Care Hospital from May 2013 to June 2015, 126 cases of live births in expansion group, 50 normal cases were recruited in the same period as the control group. In expansion group, fetal subgroup analysis was done:(1) unilateral or bilateral lateral ventricle expasion:one group was 98 cases was lateral ventricle expansion (77.8%, 98/126), expansion of bilateral ventricle group was 28 cases (22.2%, 28/126). (2) Prenatal MRI in the diagnosis of the lateral ventricle of expansion: expansion of the lateral ventricle width was greater than 10.0 mm, if both sides were expanding, the expand width was the heavier one side, divided into 3 subgroups: ①Expansion in group A (lateral ventricle width 10.0-12.0 mm) were 88 cases (69.8%, 88/126).②Expansion in group B (lateral ventricle width 12.1-15.0 mm) were 29 cases (23.0%, 29/126). ③Expansion of group C (lateral ventricle width> 15.0 mm) were 9 cases (7.12%, 9/126). All 176 cases were followed up after birth at the 3rd, 6th, 12th, 18th month (corrected age was used for premature babies), and Gesell developmental schedules (GDS) were used to evaluate the neurobehavioral development. Results (1) The MRI results after birth:21 cases were followed up by MRI after birth. In group A, 11 cases had MRI and 9 were normal (the ventricular width<10.0 mm after birth) , the other 2 cases were stable (the ventricular width measured first time after birth was ≥10.0 mm, but the difference was within 2.0 mm from the MRI before birth). In group B, 4 cases had MRI, 1 was normal, 1 was stable, and 2 cases were getting better (the ventricular width measured first time after birth was ≥10.0 mm, but the width decreased more than 2.0 mm from the MRI before birth). In group C, 6 cases had MRI. 3 cases were getting better and 3 cases were stable. (2) Overall GDS results:expansion group after the birth of the 3rd, 6th, 12th, 18th month GDS evaluation results compared with control group, respectively, the differences were not statistically significant (all P>0.05). (3) The GDS results among the subgroups:in each evaluation after birth, there were no statistically significant differences between group A and the control group (all P>0.05). The GDS results of group B at the 3rd and 6th month were lower than those of the control group (P<0.05); while there were no statistically significant differences between the 2 goups at the 12th and 18th month (P>0.05). And for group C, statistically significant differences were found compared to the control group at each follow-up time (all P<0.05). (4) GDS results at different times after birth in the expansion group:there was no statistically significant difference between the results at the 3rd and 6th month (P>0.05). But when the result at the 3rd month was compared to the results of the 12th or 18th month, the differences were statistically significant (P<0.05). GDS result of 6th months after birth compared with 12th and 18th months, respectively, there were no statistically significant differences (P>0.05). There was no statistically significant difference between the results at the 12th and 18th month (P>0.05). (5) The GDS results in unilateral and bilateral ventricle expansion:at the 18th month, among the 98 unilateral cases, 86 (87.8%, 86/98) had normal GDS results(>85 scores);8 (8.2%, 8/98) had borderline results (75-85 scores);4 (4.1%, 4/98) had delayed results (<75 scores). Among the 28 bilateral cases, 23 (82.1%, 23/28) had normal GDS results;3 (10.7%, 3/28) had borderline results; 2 (7.1%, 2/28) had delayed results. There was no statistically significant difference (P>0.05). Conclusions Among the simple expansion of lateral ventricle, those whose ventricular width are≤12.0 mm may not need clinical treatment. If the width is between 12.1 to 15.0 mm, closely follow-up and targeted rehabilitation training after birth are recommended. When the width is more than 15.0 mm, the risk of the central nervous system function delay is significantly increased, and early intervention might improve the prognosis.
8.Diagnostic value of matrix gamma carboxy glutamic acid protein for coronary heart disease
Jian XU ; Qingna ZENG ; Shan HUANG ; Chunyang ZHANG ; Jie CHEN ; Qinying FENG ; He TIAN ; Zhiqin LIU ; Rongpin WANG
International Journal of Laboratory Medicine 2015;(21):3088-3089
Objective To investigate the diagnostic value of matrix gamma carboxy glutamic acid protein(MGP) for coronary heart disease(CHD) .Methods Enzyme linked immunosorbent assay was performed for the detection of serum MGP level in health‐y subjects and CHD patients with different coronary artery calcium score(CACS) .Receiver operating characteristic(ROC) curve was used to analyze the diagnostic value of MGP for CHD .Results Between CHD patients and healthy subjects ,and CHD patients with different CACS ,the difference of serum MGP level was significant ,and serum MGP level was positively correlated with CACS (P<0 .05) .ROC curve of showed that the area under ROC curve was 0 .667 ,the diagnostic threshold was 70 .69 pg/mL ,the diag‐nostic sensitivity was 58 .80% ,the specificity was 83 .70% and the Youden index was 0 .425 .Conclusion CHD patients might be with abnormal serum MGP level ,which could be positively correlated with CACS .MGP might be with significant value for the diag‐nosis of CHD ,could be useful for the clinical prevention and early diagnosis of CHD .
9.A survey of reproductive health of women at reproductive age
Xiaoqian HE ; Xiulan WEN ; Zhiqin ZHU ; Yingying LI ; Zhuanxing SHEN ; Qiong XU
Modern Clinical Nursing 2014;(11):18-20
Objective To explore the status of reproductive health of women at the reproductive age.Method A self-designed questionnaire was used among 960 married women at the reproductive age to investigate the health status.Results The women(59.8%)had an abnormal pregnant history.The reproductive diseases in them were mainly cervicitis(11.6%),pelvic inflammatory disease(5.4%)and uterine fibroids(4.0%).Thirty-one point one perent of them knew well about their fertile time, 58.6%of them wanted most to know the choice of contraception,and 30.0%obtained the knowledge on female reproductive health knowledge from the hospitals.Conclusion Such measures as doing health education in various ways,strengthening the reproductive health knowledge and enhancing the knowledge of contraception are important for the improvement of the reproductive health knowledge.
10.Polymorphism of Human Cytomegalovirus (HCMV) UL146 Gene
Shuting CHANG ; Zhiqin MAO ; Biao YI ; Xiaobo YIN ; Qiang RUAN ; Rong HE ; Yaohua JI ; Zhengrong SUN ; Yanpingg MA ; Ying QI
Journal of China Medical University 2010;(9):749-751
Objective To investigate the polymorphism of human cytomegalovirus(HCMV)UL146 gene in clinical strains,and to evaluate its clinical diagnostic and therapeutic value of gene.Methods The UL146 gene of clinical strains was examined by quantitative polymerase chain reaction(Q-PCR)or general polymerase chain reaction(PCR).Positive samples of PCR amplification were sequenced and analyzed.Results High variability of UL146 gene was found among 28 HCMV strains.According to phylogenetic analysis,all sequences of UL146 in clinical strains could be divided into three types and four subtypes.Chemokine ELRCXC region was highly conserved in all sequences.Conclusion HCMV-UL146 genes showed a high degree of polymorphism,and its encoded chemokine ELRCXC region was highly con-served.The relationship between HCMV-UL146 gene′s polymorphism and different clinical symptoms of HCMV infection was unclear.

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