With the development of computer technology, medical data has developed from traditional paper pattern into electronic mode, which could effectively promote the medical development. This paper at first presents the status and characteristics of medical data mining. Then, it discusses the critical method of medical data mining in classification, clustering and prediction, respectively. The paper focuses on the application and assessment of five algorithms which are designed for medical data mining, including decision tree, cluster analysis, association rule, intelligent algorithm and the mix algorithm. Finally, this paper outlooks the data mining application in medical domain.
Algorithms ; Cluster Analysis ; Data Mining ; Decision Trees ; Medical Informatics ; Software

Hemodynamics-simulation-based cardiovascular surgical planning.which is the patient-specific surgical hemodynamics optimization based on medical image,is the further development of clinical-applica-tion-oriented computational hemodynamics,it is very helpful for cardiovascular surgical decision-making.The art-in-work of hemodynamics-simulation-based cardiovascular surgical planning in both domestic and over-seas research was reviewed,the key problems and solutions involved were analyzed,and the further develo-ping objectives were presented.

Objective To investigate the epidemiological features of fractures caused by earthquake to elevate the quality of prevention and treatment and reduce the mortality and disability rate.Methods A retrospectire study was performed on the data of 1 262 patients with fractures caused by earthquake from May 12,2008 to Aug 31,2008.The following data was statistically analyzed:cause of injury,injured part,associated injuries and treatment.Resultsof the 1 262 cases,11 resulted in deaths;bruise and crush trauma was the major cause (93.98%)of casualties;fractures oflimbs were the main types(55.7%)of fracture;operation was the major treatment.Concluslon Correct treatment is important for fractures caused by earthquake to reduce mortality and disability rate.

OBJECTIVE: To explore the roles of otolith organs in the occurrence and recurrence of primary benign paroxysmal positional vertigo (BPPV) by vestibular evoked myogenic potential (VEMP) test. METHOD: We enrolled 17 recurrent primary BPPV patients and 42 non-recurrent primary BPPV patients between September 2014 and November 2014. All patients underwent VEMP tests, including cervical vestibular evoked myogenic potential (cVEMP and ocular vestibular evoked myogenic potential (oVEMP) tests. The abnormal case was defined as non-elicitation or asymmetry rate between bilateral sides is larger than 29%. RESULT: Significant difference was found in abnormal rate between cVEMP and oVEMP (P < 0.05 ) in BPPV patients. The abnormal rate of oVEMP was higher than that of cVEMP. Significant difference was found in abnormal rate in oVEMP test between recurrent and non-recurrent groups (P < 0.01) but not in cVEMP( P > 0.05). No significant difference was found in sex and age between recurrent and non-recurrent groups (P > 0.05). CONCLUSION The impairment of otolith organs, especially the utricle, is related to primary BPPV. Dysfunction of utricle may play a role in recurrence of BPPV. Recurrence of BPPV is not correlated with sex and age.
Benign Paroxysmal Positional Vertigo ; physiopathology ; Humans ; Otolithic Membrane ; physiopathology ; Recurrence ; Saccule and Utricle ; physiopathology ; Vestibular Evoked Myogenic Potentials

Objective To investigate the diagnosis of value 99mTc-MIBI SPECT and CT fusion imaging in the differential solitary pulmonary nodule ( SPN). Methods Thirty-nine patients with SPN underwent 99mTc-MIBI-SPECT and positioning CT fusion imaging, and the imaging results carried on the qualitative and semi-quantitative analysis. The diagnostic value of the imaging method for SPN was judged according to the results of the final diagnosis. Results Of 39 cases with SPN, 13 cases were malignant and 26 cases were benign. The diagnostic sensitivity, specificity, accuracy, negative predictive value and positive predictive value of 99mTc-MIBI-SPECT positioning CT fusion imaging qualitative analysis in benign and malignant SPN was 92.31%(12/13),88.46%(23/26),89.74%(35/39),80% (12/15) and 95.83% (23/24),respectively. Receiver operating characteristic (ROC) curve analysis showed:using 99mTc-MIBI early uptake ratio (EUR) ≥1.474 as the critical value for identification the benign and malignant SPN, the sensitivity and specificity was 100% and 76.90%, respectively;using 99mTc-MIBI delayed uptake ratio (DUR) ≥ 1.38 as the critical value, the sensitivity and specificity was 100%and 76.90%. Conclusion The method of 99mTc-MIBI-SPECT and positioning CT fusion imaging has a high clinical value in the differential diagnosis of SPN.

OBJECTIVE: To evaluate the efficacy of intratympanic dexamethasone injection for the moderate and severe sudden deafness with BPPV. METHOD: A total of 63 patients diagnosed with sudden sensorineural hearing loss with BPPV were treated through OPD. Patients were divided into three groups: 20 cases in intratympanic dexamethasone injection as initial treatment (group A); 18 cases in systemic hormone therapy group (group B); 25 cases in intratympanic dexamethasone injection as salvage treatment (group C). In addition, routine drugs were used to all patients. RESULT: The overall effective rate of group A, B and C in hearing recovery was 60.0%, 38.9% and 48.0%, respectively: (1) No significant difference of hearing recovery was observed among three groups (P > 0.05); (2) A significant difference of hearing recovery was evidenced between group A and C (P < 0.05); (3) A significant difference of hearing recovery was evidenced between group A and C (P < 0.05); (4) No statistically significant difference was found in the hearing recovery between group B and C (P > 0.05). CONCLUSION Our data showed that intratympanic dexamethasone should be used as initial therapy for treating the moderate and severe sudden deafness with BPPV.
Benign Paroxysmal Positional Vertigo ; complications ; Dexamethasone ; administration & dosage ; therapeutic use ; Hearing Loss, Sensorineural ; complications ; drug therapy ; Hearing Loss, Sudden ; complications ; drug therapy ; Hearing Tests ; Humans ; Injection, Intratympanic ; Salvage Therapy ; Treatment Outcome

Interactions between FMDV and cardiac cells are multifaceted and complex ,these interactions leads to pro-teins alterations in cardiac cells inevitably .To understand the pathogenesis of myocarditis after FMDV infection in mice ,the suckling mouse model for myocarditis induced by foot-and-mouth disease virus (FMDV) was established in this study .Suckling mice within 3 days old was selected to infect by FMDV .Myocarditis caused by FMDV in suckling mice was confirmed with clinical symptom monitor .The observation of Hematoxylin and eosin stain (H&E stain) and transmission electron microscopy (TEM) were performed after samples processing .According to conventional polymerase chain reaction (PCR) methods ,prim-ers of VP1 gene was designed ,synthesised and specific FMDV VP1 gene was amplified from the heart muscle of suckling mice . The results indicated that suckling mice appeared low spirit condition ,dyspnea ,and dull reaction within 36 hours after chal-lenge with FMDV .Infiltration of inflammatory cells and dissolution of myocardial fibers were observed with H&E stain and TEM .Special target gene of FMDV was amplified from the heart of infected group .Obvious inflammation in the heart of suck-ling mice caused by FMDV was observed .It's suggested that suckling mouse model for myocarditis induced by FMDV was es-tablished successfully ,which would lay the foundation for researches of myocarditis mechanism in young cloven-hoofed ani-mals .

To gain a better understanding of the genetic diversity and evolution of PRRSV in the Ningxia Hui Nationality Autonomous Region (Ningxia) of China, the nsp2 genes from a series of PRRSV strains collected from the region in 2007 were partially sequenced. These sequences were then analyzed along with the classical strain (ch-la) and two other epidemic strains SD (3) and SD2006. Comparison of the nucleotide sequence with ch-la indicated that nsp2 genes of seventeen Ningxia isolates (NX strain) have deletions of 87 nucleotides. Sequence analysis indicated that homology between the Ningxia strain and ch-la was 60.3%-79.9% in the nucleotide sequence, and homology between the NX strains and SD strains was 80.3%-98.8% in the nucleotide sequence. The nsp2 genes of the seventeen isolates had 74.9%-100% nucleotide sequence identities with each other. This study was undertaken to assess the regional variation of prevalent PRRSV and to establish a sequence database for PRRSV molecular epidemiological studies.

E2 is an envelope glycoprotein of Classical swine fever virus (CSFV) and contains sequential neutralizing epitopes to induce virus-neutralizing antibodies and mount protective immunity in the natural host. In this study, four antigen domains (ABCD) of the E2 gene was cloned from CSFV Shimen strain into the retroviral vector pBABE puro and expressed in eukaryotic cell (PK15) by an retroviral gene expression system, and the activity of recombinant E2 protein to induce immune responses was evaluated in rabbits. The results indicated that recombinant E2 protein can be recognized by fluorescence antibodies of CSFV and CSFV positive serum (Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou, China) using Western blot, indirect immunofluorescence antibody test (IFAT) and ELISA, Furthermore, anti-CSFV specific antibodies and lymphocyte proliferation were elicited and increased by recombinant protein after vaccination. In the challenge test, all of rabbits vaccinated with recombinant protein and Chinese vaccine strain (C-strain) were fully protected from a rabbit spleen virus challenge. These results indicated that a retroviral-based epitope-vaccine carrying the major antigen domains of E2 is able to induce high level of epitope-specific antibodies and exhibits similar protective capability with that induced by the C-strain, and encourages further work towards the development of a vaccine against CSFV infection.

In this study,a panel of monoclonal antibodies (mAbs) against Porcine reproductive and respiratory syndrome virus(PRRSV),named as 8C9 and4B4,were produced by fusing SP2/0 myeloma cells and spleen cells of BALB/c mice immunized with the PRRSV (TCID50=5.5),screened by the indirect ELISA and subjected to several limiting dilutions.mAbs were then identified by biological characterization.Among the two fusion cell strains,8C9 belonged to the IgG1 subclass and 4B4 belonged to the IgG2a subclass.The titers in cell culture supernatant and abdomen liquor reached to 1:104and 1:105,respectively.The specificity test indicated that the two cells had specific reactions for the PRRSV and GP5 protein respectively,and no reaction with Classical swine fever virus (CSFV) or Swine vesicular disease virus (SVDV).The molecular weights of the heavy chain and light chain were about 45.0 kDa and 25.0 kDa,respectively.In neutralization activity tests,the results showed that the prepared mAb 4B4 can protect 50% of cells with no CPE in dilution up to 1:512,but mAB 8C9 has no neutralization activities to PRRSV.