The strategies for automatic extraction of key words from medical news were put forward by adding the MeSH terms into the general classification table in combination with the length of MeSH terms and location-weigh-ted MeSH terms.The key words randomly selected from 100 papers reporting medical news on 10 Websites were in-dexed and verified by machine indexing.The extraction accuracy was 0.34 and the recall rate was 0.30, showing that the strategies can be used for automatic extraction of key words from medical news.

After the necessity of using medical news information and the advances in its automatic indexing were analyzed, a novel automatic controlled indexing method of medical news text was put forward. The method intro-duced translated MeSH vocabulary as the main indexing words, merging Chinese commonly used word segmentation dictionary, then calculated word frequency for document text which added split token and sorted it, choose top 5 high-frequency words in MeSH vocabulary indexed document after deleting high-frequency words not in MeSH vo-cabulary.

Objective To investigate the influence of TRF on high-intensity cerebrospinal fluid artifacts in T2-FLAIR MR imaging.Methods In a GE Signa Twinspeed 1.5T system,50 cases were examined with T2-FLAIR sequences including 2 different optional imaging parameters according to the augmentation of TRF.Results TRF pulses significantly improved image quality(P

Objective To study whether bortezomib combined with dexamethasone can relieve bone pain of patients with multiple myeloma and to see whether bortezomib have effect on bone metabolism through determining the concentration of bone turnover marks.Methods 59 cases of patients with multiple myeloma treated with BD and 38 cases of patients treated with VADM were observed before and after chemotherapy to compare the alleviation of bone pain,the improvement of the ability to move and the occurrence of skeletal related events between the two groups.The plasma from 25 patients were collected before and after chemotherapy when they were in hospital each time and the concentrations of TRACP-5b,BALP and DKK1 in plasma were determined by ELISA.Results BD group was better than VADM group in the rate of alleviation of bone pain,the improvement of the ability to move and the incidence of skeletal related events(75.7% vs 50%,64.9% vs 20.8% and 13.8% vs 57.8%,all P

Objective To investigate the value of the adaptive statistical iterative reconstruction (ASIR) algorithm for reducing the radiation dose and optimizing the image quality in the low-dose spectral CT scanning in GSl (Gemstone spectral imaging) of the liver.Methods A total of 60 patients who underwent hepatic spectral CT scanning in GSI were enrolled in this study.The patients were randomly divided into two groups according to priority with 30 cases per group.Low-dose spectral CT scanning was used for group A, and images were reconstructed by ASIR 0 and 50％ , marked as A1 and A2.Group B was scanned with conventional dose of spectral CT, and images were reconstructed by Filtered back projection (FBP).Effective doses (E) for each group were calculated.Image quality was assessed by two radiologists, and the radiation doses were compared between groups A and B.Results All image quality of each group were good enough for clinical diagnosis.E for group A and B were (3.2 ±0.2) and (5.8 ± 0.2) mSv, respectively.There was statistical difference with image noise between group A and B(Z =-6.784,P ＜ 0.05).The image noise, SNR and CNR had statistical differences between group A and B (F =24.013, 15.646, 8.285, P ＜0.05).Compared with group A1, the image noise was lower, and the SNR and CNR were higher in groups A2 and B(P ＜ 0.05).There were no statistical differences of image noise, SNR and CNR between groups A2 and B (P ＞ 0.05).There were no statistical differences of the image quality score between groups A1, A2 and B (F =102.38,105.768, P ＜ 0.05).Conclusions ASIR combined with low-dose spectral CT scanning was helpful to reduce radiation dose and could obtain better image quality in hepatic CT examination.

Objective To evaluate negative lymph node count (NLNC) in prediction of prognosis of T3 gastric cancer after radical resection.Method 214 T3 patients of radical gastrectomy with complete clinical and follow-up data between Jan 2003 to Dec 2007 were enrolled.Survival was determined by the Kaplan-Metier method and univariate analysis was done by Log-rank test,Multivariate analysis was performed using the COX proportional hazard regression model.-2loglikelihood value and the hazard ratio (HR) value were used to compared the value of number of lymph node-negative (NLNC) staging and pN staging and lymph node metastasis rate (MLR) in gastric cancer prognosis evaluation.Results Univariate analysis showed that,pN stage (x2 =31.664),MLR stage (x2 =34.123),tumor size (x2 =5.025),type of differentiation (x2 =5.993),Borrmann classification (x2 =5.401),NLNC stage (x2 =37.256) were related to survival (P ＜ 0.05).COX multivariate analysis showed that-2loglikelihood of pN staging is 1 336.761,HR value is 1.464,-2loglikelihood value of MRL staging is 1 335.821,HR value is 1.441.-2loglikelihood value of NLNC staging is 1 326.902,HR value is 1.725.The N0 and N1 staging prognosis in different NLNC staging was significant (P =0.008,P =0.014).Conclusions Sufficient number of negative lymph node prolongs survival and reduces the risk of early recurrence in advanced gastric cancer.

To facilitate noninvasive diagnosis of anemia, high-performance and portable near infrared (NIR) spectrometer for human blood constituents was designed and fabricated based on linear variable filter (LVF).Meanwhile, the performance of support vector regression (SVR) model for quantitative analysis of human hemoglobin (Hb) was investigated.Spectral data were collected noninvasively from 100 volunteers by self-designed LVF-NIR spectrometer, then divided into calibration set, validation set 1 and 2.To establish a robust SVR model, grid search method was applied to optimize the penalty parameter and kernel function parameter c=5.28, g=0.33.Then, Hb levels in the validation 1 and 2 sets were quantitatively analyzed.The results showed that the root mean square error of prediction (RMSEP) were 10.20 g/L and 10.85 g/L, respectively, and the relative RMSEP (R-RMSEP) were 6.85% and 7.48%, respectively.The results indicated that the SVR model had high prediction accuracy to Hb level and adaptability to different samples, and could satisfy the requirements of clinical measurement.Based on the SVR algorithm, the self-designed LVF-NIR spectrometer has a wide application prospect in the field of non-invasive anemia diagnosis.

Objective To evaluate the lfexible spectral imaging color enhancement (FICE) system associated with mini-probe endoscopic ultrasonography in diagnosis of superifcial esophageal lesions.Methods 292 patients with superficial esophageal lesions were randomly assigned to control group or observation group. The common white light endoscopy and magnifying endoscopy were used in the control group while FICE associated with mini-probe endoscopic ultrasonography in the observation group. Findings were compared with the pathologic diagnosis.Result The magnifying FICE could reveal the IPCL of superifcial esophageal lesions and can accurately determine the pathological types of lesions. The diagnose accordance rate of esophagitis by magnifying FICE was 82.69%, mild and moderate atypical hyperplasia highly atypical hyperplasia 86.96%. The diagnostic accuracy rate of esophagus lesions between observation group and control group was 91.78 %, 76.02 % respectively. And the diagnostic sensitive rate between two groups was 85.71%, 44.44%. The former is superior to the latter. There were 5 lfat lesions found by FICE which were missed diagnosed by white light endoscopy.Conclusion FICE can enhance the ability of identiifcation of lesion which shows the outline and morphology of lesion and can improve the biopsy accuracy. FICE associated with mini-probe endoscopic ultrasonography has a certain clinical application value in the diagnosis and treatment of superifcial esophageal lesions.

Objective To observe the alterations of vascular density of superficial or deep retinal vascular plexus and the area of foveal avascular zone (FAZ) in acute central serous chorioretinopathy (CSC) eyes. Methods This is a retrospective study including 22 patients with unilateral CSC in acute stages. The patients were divided into group A (22 affected eyes) and B (22 fellow eyes). Twenty eyes of 20 age and gender-matched healthy volunteers (group C) were enrolled in this study. All subjects underwent optical coherence tomography (OCT) angiography examinations. The observation index included signal intensity of blood flow in choroidal capillary, vessel density and FAZ on the superficial capillary plexus (SCP) and deep capillary plexus (DCP). Results The FAZ on DCP in group A was larger than that in group B and C (t=4.28, 5.57; P=0.00、0.00), but there was no significant difference of FAZ on SCP among 3 groups (t=0.28, 0.80; P=0.78, 0.43). The vessel density of SCP and DCP in group A and B were decreased than those in group C (t=-4.40, -2.91; P=0.00, 0.00). The type of choroidal capillaries dilation had two different manifestations by OCTA, which was circumscribed in 12 eyes and diffuse in 10 eyes. The subretinal fluid in macular area which presented dark chamber with weak reflection was observed by en-face OCT. Conclusions The vessel density of SCP and DCP in both eyes of acute CSC are lower than those in normal eyes. The FAZ of DCP in affected eyes of acute CSC is larger than that in fellow eyes and normal eyes. The blood flow of dilated choroidal capillary can be manifested as different morphological enhancements.

Objective: To understand the status and trend of heavy metal indicators of drinking water in rural schools in different regions of Shaanxi Province, so as to provide scientific basis for safety of drinking water in rural schools. Methods: In 2017-2019, 697 rural school water supply projects in Shaanxi Province were tested for heavy metal indicators in the peripheral water. According to the sanitary standard for drinking water (GB 5749—2006), five heavy metal indicators, including arsenic, cadmium, hexavalent chromium, lead and mercury, were analyzed and evaluated in different years and regions. Results: A total of 2 298 valid water samples were collected and analyzed in 3 years. Except that lead and mercury are all up to standard, the standard rates of other heavy metals such as arsenic, cadmium and hexavalent chromium were 98.83%, 99.91% and 96.95% respectively. Compared with the Northern Shaanxi plateau and Qinba mountain area, the standard rate of water arsenic in Guanzhong Plain was lower (χ2=5.67, 13.59,P<0.01). The standard rate of hexavalent chromium was the highest in Qinba mountain area, followed by Guanzhong Plain, and the lowest in Northern Shaanxi plateau (χ2=20.48, 17.05, 48.32, P<0.01). Two samples of cadmium exceeding standard were from the Northern Shaanxi plateau. Conclusion The heavy metal index of drinking water in rural schools in Shaanxi Province exceeds the standard, which has obvious regional characteristics. We should focus on the harm of arsenic, hexavalent chromium and other heavy metals to the health of students in the Northern Shaanxi plateau and Guanzhong Plain. Cadmium and mercury in drinking water in local areas should be paid continued attention. Safety of drinking water in schools should be ensured from the aspects of water source selection and water treatment technology.