Objective To investigate treatment effect of the type of foot drop in patients with lumbar disc herniation.Methods Clinical data of 34 patients with foot drop in lumbar disc herniation who were treated in Spinal Surgery Department of Shunyi District Hospital of Beijing from January 2006 to December 2013 were retrospective analyzed,all patients were treated by operation.After 24 months of follow-up,the effect was observed,the prognosis and related factors were analyzed.Results Two years after operation,the recovery of the patients was excellent in 4 cases and good in 19 cases,common and poor in 11 cases,and the excellent and good rate was up to 67.6%(23/34).Analysis results showed that after 3 to 24 months after surgery,the anterior tibial muscle strength grades(grade 0-5) corresponding score were 28 points preoperatively,59 points at 3 months after surgery,69 points at 6 months after surgery,92 points 1 year after surgery,reached 95 points 2 years after surgery.Muscle strength score of patients with an increasing trend,especially after 3 months to 12 months after the operation.Conclusion The drop occurred should be operated as soon as possible,recommendations for open surgery,complete decompression,avoid injury.Three months to 1 years after operation is the key period of recovery.

Objective To investigate the short segment(less than 2 segments)of lumbar posterior open surgery in the application of iodophor rinse operation field for the prevention of wound infection effect.Methods One hundred and sixty-four cases patients who underwent all lumbar posterior short segment(less than 2 segments)decompression and fusion in Shunyi District Hospital of Beijing from January 2012 to December 2015 were selected as study objects,and were randomly divided into two groups according to random number table method,including 87 cases of single application of physiological saline(saline group)and 77 cases with diluted iodophor rinse liquid during the operation(diluted iodophor group).The incidence of infection in patients with different irrigation patterns during 3 months after the operation was followed up,and the results were analyzed by Fisher exact probability method.Results The infection rate of saline group was 8.05％(7/87),1.30％(1/77)of iodophor group,there was significant difference between two groups(P=0.04).Conclusion The application of iodophor rinse operation field for the prevention of wound infection has obvious effect on lumbar posterior open surgery.

Objective To investigate the relationship of pancreatic β-cell function and insulin resistance with microalbuminuria in a cross -sectional study of patients with type 2 diabetes.Methods A total of 524 partici-pants with type 2 diabetes were recruited in this cross -sectional study.All subjects'height,weight,waist circumfer-ence and blood pressure were measured.Venous blood samples were drawn to measure fasting plasma glucose (FPG), fasting lipids,glycated hemoglobin A1c (HbA1c),fasting C -peptide (FPC).24h -urine was collected to measure urinary albumin excretion rate (UAER).Homeostasis model assessment of pancreatic β-cell function (HOMA -B) and insulin resistance (HOMA -IR)were estimated using fasting plasma C -peptide.According to HOMA -B quar-tile,the subjects were divided into four groups,including q1 -q4.According to HOMA -IR,the subjects were also divided into four groups,including Q1 -Q4.We assessed the crude associations across quartiles of these data with demographic and clinical parameters using a nonparametric test for trend across ordered groups (trend using Stata software).Multivariable logistic regression analysis was performed to assess the relationships of pancreatic β-cell function and insulin resistance with microalbuminuria in patients with type 2 diabetes.Results Trend test showed that UAER gradually reduced with increase of HOMA -B.The UAER values in subjects with q1,q2,q3 and q4 were 8.92(5.53 -28.65),8.55(5.52 -20.95),7.57(4.79 -19.83)and 7.84(5.23 -14.38)μg/min,respectively, and the trend was statistically significant(z =-2.1,P <0.05 ).With HOMA -IR increasing,UAER gradually increased.The UAER values in subjects with Q1,Q2,Q3 and Q4 were 6.73(4.85 -16.52),8.61 (5.2 -20.37), 8.31(4.88 -27.04),8.75(6.03 -25.21)μg/min,respectively,and the trend was also statistically significant(z =2.41,P <0.05).Multivariable logistic regression analysis showed that subjects with the highest quartile of HOMA -B had lower possibility of microalbuminuria than patients with the lowest quartile of HOMA -B (adjusted OR q4 vs. q1 =0.39,95% CI:0.20 -0.76,Wald =7.59,P =0.006).Subjects with the highest quartile of HOMA -IR had higher risk of microalbuminuria than those with the lowest quartile of HOMA -IR (adjusted OR Q4 vs.Q1 =2.00, 95% CI:1.08 -3.72,Wald =4.84,P =0.028).Conclusion Insulin resistance is associated with an increased prevalence of microalbuminuria in type 2 diabetes,while improved pancreatic β-cell function is linked to decreased rates of microalbuminuria for those patients.

In the algorithms for image segmentation, the number of clusters (NOC), which impacts on the segmentation results, should be first solved, and its correct estimation both theoretically and in application is of much importance. The authors propose an adaptive total energy criterion (ATEC) based on Markov random fields (MRF). The correct NOC of different images can be obtained by minimizing the ATEC and the parameters in the criterion are estimated by expectation maximization algorithm and maximum pseudo-likelihood method. The experiments show that the NOC can be automatically detected by adjusting the parameters, and the segmentation with the estimated NOC can be obtained by the maximum a posteriori at the same time.
Algorithms ; Cluster Analysis ; Image Enhancement ; methods ; Image Interpretation, Computer-Assisted ; methods ; Markov Chains ; Models, Statistical ; Pattern Recognition, Automated ; methods

A number of studies have indicated that disorders of consciousness result from multifocal injuries as well as from the impaired functional and anatomical connectivity between various anterior forebrain regions. However, the specific causal mechanism linking these regions remains unclear. In this study, we used spectral dynamic causal modeling to assess how the effective connections (ECs) between various regions differ between individuals. Next, we used connectome-based predictive modeling to evaluate the performance of the ECs in predicting the clinical scores of DOC patients. We found increased ECs from the striatum to the globus pallidus as well as from the globus pallidus to the posterior cingulate cortex, and decreased ECs from the globus pallidus to the thalamus and from the medial prefrontal cortex to the striatum in DOC patients as compared to healthy controls. Prediction of the patients' outcome was effective using the negative ECs as features. In summary, the present study highlights a key role of the thalamo-basal ganglia-cortical loop in DOCs and supports the anterior forebrain mesocircuit hypothesis. Furthermore, EC could be potentially used to assess the consciousness level.
Adult ; Bayes Theorem ; Connectome ; Consciousness Disorders ; diagnostic imaging ; physiopathology ; Female ; Humans ; Machine Learning ; Magnetic Resonance Imaging ; Male ; Middle Aged ; Neural Pathways ; diagnostic imaging ; physiopathology ; Prognosis ; Prosencephalon ; diagnostic imaging ; physiopathology ; Young Adult