1.Application of Disciplinary Background Knowledge in Medical Text Feature Extraction
Yingguang ZHAO ; Shaoping FAN ; Xinying AN
Journal of Medical Informatics 2017;38(4):50-54,81
The paper analyzes the conditions of research on the current scientific literature text feature extraction methods,applies the TF-IDF method based on background knowledge in the medical text feature extraction,and conducts experimental comparison in four medical fields.The result indicates that this method can obviously improve the extraction effect when there are few vocabularies to be extracted,and is obviously superior to the IDF based TF-IDF method in the aspects of filtration of commonly-used words in the text set and identification of important feature words.
2.Framework for multidimensional feature recognition-based studies on frontier knowledge discovery in medical field
Shaoping FAN ; Xinying AN ; Yingguang ZHAO
Chinese Journal of Medical Library and Information Science 2016;25(3):1-7
Multidimensional features ( life cycle features, universal acceptability, authority, innovation and inter-disciplinarity) of frontier knowledge and their measurement methods were determined according to the current scien-tific achievements in order to help scientific workers and decision makers timely discover and accurately recognize frontier knowledge.The framework for studies on frontier knowledge discovery in medical field was proposed with its key problems explained in order to provide reference for its future study.
3.Evaluation on the Scientific and Research Influence of Institution Based on PageRank
Yong LI ; Xinying AN ; Yingguang ZHAO ; Shaoping FAN
Journal of Medical Informatics 2017;38(6):54-58
The paper puts forward the method for evaluation on the scientific influence of institution based on PageRank algorithm,configures the initial weight of each institution based on the problems of dividing equally the webpage weight number in the classical PageRank algorithm and cited frequency of the application chapter,constructs the network matrix cited by institution through the citation situation of medical SCI papers published by partial colleges and universities in 2015,respectively calculates the PageRank values of institution when self-citation is excluded or included,and conducts comparative analysis on the sequence of cited frequency indicators of the institution as well as H index.This method can be used to evaluate scientific influence of institution from two dimensions of quality and quantity.
4.Management Situation of Cross Infection in Outpatient Service of Stomatology in Hospital and Private Clinic: An Investigation and Analysis
Fan MO ; Xueying YANG ; Jun WANG ; Kaiwei TAN ; Songqiao TANG ; Weimin LI ; Shaoping GAN
Chinese Journal of Nosocomiology 2006;0(03):-
OBJECTIVE To investigate the management situation of cross infection in outpatient service of stomatology in hospital and clinic in Zhanjiang city and conduct effective measure to control hospital infection.METHODS In our investigation,we selected 105 hospitals and private clinics to inspect their management situation of cross (infection) via dental(instrument).RESULTS The management in the hospitals of the city was quite qualified but the some private dental clinics were terrible.The main problems were as follows: no effective disinfection for dental instrument and the bad environment in procedure room,especially the worse sterilization situation of the dental handpieces.Most of the doctors in private clinics were short of knowledge in the sterilization for dental(instruments.) CONCLUSIONS There is no time to delay for the health administration department to normalize the management of the private dental clinics.It is essential to train the medical staffs,and implement measures for dental instrument disinfection management in private dental clinics.
5.CD4 and CD8 cells in gastric mucosa from AIDS patients with gastritis infected by Helicobacter pylori
Duoduo LI ; Liwei WANG ; Ye ZHENG ; Dong ZENG ; Shaoping HUANG ; Zhenyu FAN ; Yahong XU ; Jihua LU ; Keshan YIN ; Rong TANG ; Jie CAO ; Renfang ZHANG ; Yanling FENG ; Jilin CHENG
Chinese Journal of Microbiology and Immunology 2012;(11):949-952
Objective To investigate the relationship among Helicobacter pylori(H.pylori),CD4 positive cells and CD8 positive cells in gastric mucosa of the AIDS patients with gastritis.Methods Fiftyeight AIDS patients with upper abdominal pain were diagnosed with chronic gastritis through gastroscopy.The gastric biopsies from them were used for H.pylori detection with rapid urease test and Giemsa staining,pathology examination with HE staining,and immunohistochemistry analysis for CD4,CD8 positive cells in Gastric mucosa.And the application of flow cytometry was for the detection of peripheral blood CD4 and CD8 lymphocytes from the patients.Results H.pylori was positive in 26 cases,and negative was in 32 cases.CD8 cell expression in gastric mucosa of the AIDS patients with H.pylori positive was significantly higher than H.pylori negative patients(P<0.05).There is no difference CD4 cell expression in gastric mucosa between the AIDS patients with H.pylori positive and H.pylori negative patients.Moreover,CD8 positive lymphocytes in gastric mucosa of those patients with H.pyloriinfection were significantly stronger than the CD4 positive lymphocytes.However,the peripheral blood CD4 lymphocytes from the patients with H.pylori infection were more than those from H.pylorinegative patients significantly(P<0.05).Conclusion The expression level of CD8 cells in gastric mucosal tissues of AIDS patients with H.pylori infection were higher than those without H.pylori infection.The CD4 lymphocytes from the peripheral blood of the patients with H.pylori infection were more than those without H.pylori negative patients.
6.Research on the construction and evaluation of health science and technology innovation index in China
Hua ZHONG ; Shaoping FAN ; Yong LI ; Xinying AN
Chinese Journal of Medical Science Research Management 2020;33(4):241-248
Objective:The research analyzed the current situation and trend of health science and technology innovation in China, developed the national health and health science and technology innovation index to estimate the development of health science and technology innovation in China.Methods:The research discussed the connotation and scope of National Health Science and technology innovation, designed the national health science and technology innovation index, and developed the evaluation index system that covered various aspects including innovation resources, innovation output, innovation environment.Results:The total index and sub-index of national health science and technology innovation index from 2011 to 2017 were calculated. Suppose the base number of 2011 was 100, the value of national health science and technology innovation index in 2017 was 201.73.Conclusions:By using multi-level indicators, the indicators that reflect the basic characteristics of scientific and technological innovation can be transformed into the overall indicators that comprehensively reflect the level of scientific and technological innovation, which can be used to monitor the overall development of health scientific and technological innovation and the situation of each innovation stage.
7. Association between hypothyroidism and sleep breathing disorders in patients with coronary heart disease
Guanqi ZHAO ; Xiao WANG ; Jingyao FAN ; Wei GONG ; Wen HAO ; Shenghui ZHOU ; Aobo LI ; Ruifeng GUO ; Han SHI ; Zexuan LI ; Shaoping NIE ; Yongxiang WEI
Chinese Journal of Internal Medicine 2018;57(8):571-575
Objective:
To explore the association between hypothyroidism and sleep breathing disorders in patients with coronary heart disease (CHD).
Methods:
A total of 784 patients with CHD were consecutively enrolled at the Emergency & Critical Care Center of Beijing Anzhen Hospital from June 2015 to May 2017. According to thyroid function test results, patients were divided into hypothyroidism group (79 cases) and non-hypothyroidism group (705 cases). All patients had undergone sleep monitoring. The sleep apnea status was compared between the two groups. Multivariate logistic regression and linear regression models were used to analyze the association between hypothyroidism and sleep breathing disorders in patients with CHD.
Results:
The proportion of females, mean body weight and body mass index in the hypothyroidism group were higher than those in the non-hypothyroidism group [26.6% vs.16.2%, (78.6±11.6) kg vs. (75.7±12.0) kg, (27.7±3.2) kg/m2 vs. (26.6±3.5) kg/m2, all
8. Prospective cohort study on the impact of moderate/severe obstructive sleep apnea on the prognosis of patients with acute myocardial infarction
Shenghui ZHOU ; Xiao WANG ; Jingyao FAN ; Wei GONG ; Guanqi ZHAO ; Wen HAO ; Aobo LI ; Ruifeng GUO ; Han SHI ; Zexuan LI ; Shaoping NIE ; Yongxiang WEI
Chinese Journal of Cardiology 2018;46(8):622-628
Objective:
To investigate the impact of moderate/severe obstructive sleep apnea (OSA) on the prognosis of acute myocardial infarction.
Methods:
We prospectively selected patients with acute myocardial infarction (AMI) who were hospitalized at the Emergency Critical Care Center of Beijing Anzhen Hospital from June 2015 to May 2017. Patients who met the inclusion criteria were examined with portable sleep respiration monitoring. Patients were divided into moderate/severe OSA group (apnea-hypopnea index (AHI)≥15 beats/hour) and no/mild OSA group (AHI<15 beats/hour) according to sleep AHI. The incidence of major adverse cerebrovascular events (MACCE) after discharge was compared between the two groups, and the independent risk factors of MACCE were analyzed.
Results:
A total of 432 patients were enrolled in this study, including 211 moderate/severe OSA patients (48.8%). Compared with no/mild OSA group,patients with moderate/severe OSA had higher body mass index ((27.17±3.22) kg/m2 vs. (25.55±3.44) kg/m2,
9.Effects of obstructive sleep apnea on inflammatory markers in patients with acute coronary syndrome
Wen HAO ; Jingyao FAN ; Xiao WANG ; Guanqi ZHAO ; Shenghui ZHOU ; Aobo LI ; Ruifeng GUO ; Han SHI ; Zexuan LI ; Shaoping NIE ; Yongxiang WEI
Chinese Journal of Emergency Medicine 2019;28(7):825-830
Objective To examine the prevalence of obstructive sleep apnea (OSA) in patients with acute coronary syndrome (ACS),and to evaluate the relationship of OSA with inflammatory biomarkers in ACS patients.Methods Patients with ACS treated at Beijing Anzhen Hopital from June 2015 to May 2017 were enrolled.Subjects were evaluated for OSA by sleep study,and were divided into a normal-mild OSA group (Apnea Hypopnea Index,AHI < 15 times/h) and a moderate-severe OSA group (AHI ≥ 15 times/h).Laboratory examination and sleep study were monitored to analyze the effects of OSA on biomarkers by LSD-t test,Mann-whitney U test,or Chi-square test.Correlation analysis was performed to analyze the association of OSA with high sensitivity C-reactive protein (hs-CRP) by Spearman correlation anaylsis.Results A cohort of 836 patients with ACS were enrolled including 408 patients in the normal-mild OSA group and 428 patients in the moderate-severe OSA group.The levels of leukocyte(x 109L) [7.78 (6.33,9.86) vs 7.29 (6.01,9.16),P=0.006],neutrophils(× 109L) [5.05 (3.84,7.23)vs 4.80 (3.74,6.66),P=0.044],monocytes(x 109L) [0.42 (0.33,0.54) vs 0.39 (0.31,0.51),P=0.033],hsCRP(mg/L) [3.18 (1.10,11.52) vs 1.78 (0.65,6.46),P<0.01],fibrinogen(g/L) [3.17 (2.87,3.74) vs 2.97 (2.59,3.50),P=0.002],and uric acid(μmol/L) [360 (302,422) vs 341(283,407),P=0.006] in the moderatesevere OSA group were significant higher than those in the normal-mild OSA group.AHI (correlation coefficient=0.171,R2=0.020,P<0.01),ODI (correlation coefficient =0.201,R2=0.027,P<0.01),and TSaO2 < 90% (correlation coefficient =0.105,R2=0.005,P<0.01) were positively correlated with hs-CRP;minimal SaO2 (correlation coefficient=-0.100,R2=0.001,P=0.008) and mean SaO2 (correlation coefficient =-0.127,R2=0.006,P<0.01) were negatively correlated with hs-CRP.Conclusions For patients with ACS,the level of inflammatory markers in the moderate-severe OSA group is significantly higher than that in the normal-mild OSA group.Hs-CRP is significantly associated with the severity of OSA.Diagnosis and monitoring of OSA should be considered in ACS management in the future.
10.Quantitative evaluation of the ciliary body parameters in eyes with acute primary angle-closure
Manyun XU ; Shaoping HA ; Wenyan FAN ; Xuhui WANG ; Jianqing MA ; Wenjuan ZHUANG
Chinese Journal of Experimental Ophthalmology 2020;38(5):402-408
Objective:To investigate the measurements of the ciliary body in patients with acute primary angle-closure (APAC).Methods:This was a case-control study.Subjects were admitted to Ningxia Eye Hospital from January to October 2016.Fifty-five consecutive patients diagnosed with APAC in one eye were presented as case groups, and their fellow eyes were presented as fellow groups.Fifty-five eyes from 55 age-matched normal controls were also recruited as control groups.A-scan ultrasonography and ultrasound biomicroscopy (UBM) were conducted to determine biometric measurements and ciliary body parameters.Biometric measurements included axial length (AL), lens thickness (LT), anterior chamber depth (ACD), pupil diameter (PD), anterior chamber width (ACW) and lens vault (LV). Ciliary body parameters included maximum ciliary body thickness (CBTmax), ciliary body thickness at the point of the scleral spur (CBT 0) and 1 000 μm from the scleral spur (CBT 1000), anterior placement of the ciliary body (APCB), and trabecular-ciliary process angle (TCA), respectively.Pearson correlation analysis was used to examine the correlation between the biometric measurements and the ciliary body parameters.Written informed consent was obtained from each subject before any medical examination.The study protocol was approved by the Ethics Committee of People's Hospital of Ningxia Hui Autonomous Region. Results:The ACD was smaller, while the PD and lens thickness were larger in eyes with APAC compared with their fellow eyes.The differences were statistically significant ( t=-6.805, 3.490, 2.624; all at P<0.05). Smaller AL and ACD measurements were found in the fellow eyes of APAC patients compared with normal eyes, and these differences were statistically significant ( t=-4.828, -6.947; both at P<0.001). For eyes with APAC, their fellow eyes and normal eyes, the average CBT max were (0.907±0.106), (0.960±0.098) and (1.020±0.108)mm; average TCA were (48.99±11.48)°, (51.32±10.87)° and (81.94±12.45)°, respectively.CBT max, CBT 0, CBT 1000, and TCA measukements were smaller, and APCB were larger in eyes with APAC compared with their fellow eyes, and these differences were statistically significant ( t=-5.354, -3.517, -3.407, -0.753; all at P<0.05). In addition, CBT max, CBT 0, CBT 1000, and TCA measurements were smaller, and APCB were larger in the fellow eyes compared with the normal eyes, these differences were also statistically significant ( t=-6.040, -3.132, -6.005, -13.509, 16.795; all at P<0.05). Positive correlations were found between AL and CBT 1000, and between AL and TCA ( r=0.335, P=0.012; r=0.380, P=0.004), while a negative correlation was found between intraocular pressure and CBTmax ( r=-0.289, P=0.032). Conclusions:In eyes with APAC, as well as their fellow eyes, ciliary bodies are thinner and anteriorly rotated, and this anatomical change is associated with shorter AL and high intraocular pressure.