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 .

VP1, a capsid protein of swine vesicular disease virus, was cloned from the SVDV HK/70 strain and inserted into retroviral vector pBABE puro, and expressed in PK15 cells by an retroviral expression system. The ability of the VP1 protein to induce an immune response was then evaluated in guinea pigs. Western blot and ELISA results indicated that the VP1 protein can be recognized by SVDV positive serum, Furthermore,anti-SVDV specific antibodies and lymphocyte proliferation were elicited and increased by VP1 protein after vaccination. These results encourage further work towards the development of a vaccine against SVDV infection.

Postweaning multisystemie wasting syndrome (PMWS) is an important swine disease that is closely associated with porcine circovirus type 2 (PCV2). The capsid protein (Cap protein) is a major structural protein that has at least three immunoreactive regions, and it can be a suitable candidate antigen for detecting the specific antibodies of a PCV2 infection. In the present study, an indirect enzyme-linked immunosorbent assay (TcELISA)based on a truncated soluble Cap protein produced in Escherichia coli (E.coli) was established and validated for the diagnostic PCV2 antibodies in swine. The TcELISA was validated by comparison with an indirect immunofluorescence assay (IIFA). The diagnostic sensitivity (DSN), specificity (DSP), and accuracy of the TcELISA were 88.6%, 90.7% and 89.4%, respectively. The agreement rate was 89.38% between results obtained with TcELISA and IIFA on 113 field sera. A cross-reactivity assay showed that the method was PCV2-specific by comparison with other sera of viral disease. Therefore ,the TcELISA will be helpful for the development of a reliable serology diagnostic test for large scale detection of PCV2 antibodies and for the evaluation of vaccine against PCV2 in swine.

Objective:To investigate the immunogeneicity of a subunit vaccine of capsid protein precursor(P1) of swine vesicular diseas(SVD).Methods:In this study,the guinea pigs were immunized with the home-made antigen,T-lymphocyte proliferation response,blocking ELISA and micro-neutralization assay were used to detect the effect of the immunized responses in guinea pigs.Results:The results indicated that a retroviral-based vaccine carrying the capsid protein precursor(P1) of SVD was able to elicit strong SVDV-specific humoral immune responses in guinea pigs.Conclusion:It encourages further work towards the development of a vaccine against SVDV infection.