Objective To establish an artificial intelligence deep learning model using clinical colonoscopy images and video to assist the diagnosis by colonoscopy. Methods More than 600000 colonoscopy images were collected in endoscopic center of the Second Affiliated Hospital of Zhejiang University School of Medicine from 2014 to 2018, and endoscopic experts recorded a large number of high-quality operation video of colonoscopy as analysis data. After repeated discussion by six experts, the classified intestinal sites and pathological features were determined, and fuzzy and confusable images were deleted. The final selection result was approximately 1 out of 4. And then the features of images were marked using an independently developed software. The deep learning algorithm was developed using TensorFlow platform of Google. Results After repeated comparison and analysis of the results of machine training and judgment results combined with pathology from endoscopic experts, the sensitivity of the model for some diseases ( such as colon polyps) was 99％ under laboratory conditions. In the clinical colonoscopy test, the sensitivity, specificity, and overall accuracy of this model for diagnosis of colon polyps were 98. 30％(4187/4259), 88. 10％ (17620/20000), and 92. 92％ [2×98. 30％×88. 10％/(98. 30％+88. 10％)], respectively. The sensitivity and specificity for ulcerative colitis were 78. 32％ ( 2671/3410) , and 67. 06％(13412/20000), respectively. The diagnosis time spent on a single image was 0. 5±0. 03 s, and it was the real time for application, including system recognition, text prompt in video image, background record and storage. Conclusion The artificial intelligence assisted diagnosis model developed by our team can identify colonic polyps, colorectal cancer, colorectal eminence, colonic diverticulum, ulcerative colitis, etc. The auxiliary diagnosis model of colon disease can guide beginners to carry out colonoscopy, and can improve lesion detection rate, reduce misdiagnosis rate, and improve the overall operating efficiency of endoscopic center, which is conducive to the quality control of colonoscopy.

Objective To systematically review the efficacy and safety of Jinlian Qingre Effervescent Tablet (JQET) compared to Ribavirin for acute upper respiratory tract infection in children.Methods CNKJ,CBM,WanFang Data,VIP,PubMed,EM base,Web of science,and Cochrane Library databases were searched from the date of establishment to December 2016 for all randomized controlled trials (RCTs) and quasi-RCT on the use of JQET in children with acute respiratory infections.Meta-analysis by using Rev Man 5.3.Results A total of seven RCTs involving 782 patients were included,while the group of JQET involving 392 patients,Ribavirin involving 390 patients.The results ofmeta-analysis indicated that the efficacy in Jinlianqingre group was superior to that of Ribavirin control group,such as clinical effectiveness [RR=l.26,95％CI=(1.18,1.34),P＜0.000 01],fever subsidence time [MD=-1.54,95％CI (-1.79,-1.30),P＜0.000 01],the time of subsided cough [MD=-1.53,95％CI (-1.79,-1.27),P＜0.000 01],the disappearance time of pharyngalgia [MD=-1.29,95％CI (-1.88,-0.70),P＜0.000 1],and Pharyngeal congestion disappearance time [MD=-2.80,95％CI(-3.11,-2.49),P＜0.000 01].The difference was statistically significant.There were three adverse reactions reported in JQET group.Conclusion JQET is superior to the Ribavirin control group in clinical effectiveness,fever subsidence time,time of subsided cough,disappearance time of pharyngalgia,and pharyngeal congestion disappearance time to treat acute upper respiratory tract infection in children.However,these results should be carefully interpreted,and this conclusion has to be further verified by high quality,large scale RCTs.

Objective To observe the effect of advanced oxidation protein products (AOPPs) on articular and synovial in a rabbit model of osteoarthritis (OA).Methods 48 male New Zealand rabbits were randomly divided into 3 groups:AOPPs group,PBS group and sham-operated group.OA model were created in AOPPs group and PBS group by anterior cruciate ligament transection and medial meniscus resection (ACLT+MMx).then intra-articular injection of 1 ml AOPPs or PBS were performed once every other day in AOPPs group and PBS group,respectively.In sham-operated group,the anterior cruciate ligament was just exposed without transection,and then the incision was sutured.All rabbits were saerificed after 4 and 8 weeks of intervention,respectively.Results The India ink seore of 4 and 8 weeks were 4.19±0.60,5.75±0.60 in AOPPs group,and 1.06±0.18,1.38±0.60 in sham-operated group,2.50±0.46、3.06±0.62 in PBS group,respectively.In addition,the differences were statistically significant among the three groups.The Mankin score of 4 and 8 weeks were 8.19±0.70,11.94±0.90 in AOPPs group,and 0.75±0.53,1.06± 0.73 in sham-operated group,4.25± 1.46、4.50±0.89 in PBS group,respectively.The differences were statistically significant among the three groups.Meanwhile,the protein expression level of matrix metalloproteinases (MMP)-3 on synovial at 4 and 8 weeks in AOPPs group were 1.006±0.080,1.098±0.088;0.065±0.006,0.053±0.011 in sham-operated group;and 0.552±0.024,0.839±0.084 in PBS group,respectively.The proteiu expression level of MMP-13 on synovial at 4 and 8 weeks in AOPPs group were 0.966±0.080,1.621 ±0.041;0.101±0.022,0.367±0.033 in sham-operated group;and 0.564±0.030,1.322±0.085 in PBS group,respectively.The differences were statistically significant among the three groups at two times.Conclusion AOPPs participate in the occurrence and development of artieular cartilage by upregulating the protein expression of MMP-3 and MMP-13 on synovial.

Objective To analyze the related factors of surgical site infections after spine surgery so as to provide basis for clinical prevention. Methods We retrospectively reviewed the clinical data on 2,083 patients who had undergone spine surgery during the period of June 2010 to May 2013, and then conducted a statistica analysis. Results A total of 38 patients developed surgical site infections. The incidence of surgical site infections after spine surgery was 1.8%. 11 risk factors including gender, history of smoking, and history of prolonged uses of medications were related to surgical site infections The logistic regression analysis indicated that surgical site infections were more closely related to gender, length of hospital stay, and spine surgical invasiveness index. Conclusions Multiple factors can be attributed to surgical site infections after spine surgery. Gender , length of hospital stay, and spine surgical invasiveness index are the independent risk factors.

Objective To investigate the indication and result of parental artery occlusion, embolization with coils, stents in treatment of the traumatic carotid artery pseudoaneurysm. Methods There were six patients with traumatic carotid artery pseudoaneurysm including three patients of cavernous pseudoaneurysm combined with carotid-cavernous fistula (CCF), two with simple traumatic carotid artery pseudoaneurysm and one with traumatic carotid artery pseudoaneurysm that was found after CCF embolization with detachable balloon. The treatment included balloon occlusion for CCF and traumatic carotid pseudoaneurysm in one patient, coil embolization in three and intenal carotid artery balloon occlusion in two. The Clinical manifestations, imaging data, choice of treatment, clinical efficacy, follow-up data and literatures were analyzed to discuss the indications for three treatments. Results There was no cerebral ischemia or surgically-related complication. No epistaxis occurred. The eyeball protrusion restoration was found in three patients and intracranial bruit vanishing in three. Vision was improved one patient after half a year follow-up. The pupils shrank in three patients during follow - up. Digital subtraction angiography (DSA) showed no recurrence of pseudoaneurysm. Conclusions Endovascular treatment is the preferred choice of treatment for traumatic carotid artery pseudoaneurysm. The occlusion or parent artery balloon occlusion can be used when the pseudoaneurysm is combined with CCF. Coil embolization can be used for shoes with narrow neck, stent technology combined with coil embolization for those with wide neck and the covered stent for the rock section of the internal carotid artery.

Evidence-based practice advocated that clinical decisions should based on the most relevant and valid evidence. The medical postgraduates in our university were investigated with questionnaires about their influencing factors of the evidence-based practice. The countermeasures were found to improve the competence of evidence-based practice.

Objective To investigate the effect ofglycesylated hemoglobin(GHbA,c) on tissue-type plasminngen activator (t-PA)and level of serum plasminogen activator inhibitor-1 (PAI-1) in patients with early diabetic nephropathy (DN).MethodNinety patients with early DN from April 2004 to May 2005 were divided into 3 groups according to the level of GHbA1c,which was respectively less than 7% (group A),between 7% and 9% (group B),and more than 9% (greup C).Thirty healthy adults were chosen as control group.The levels of serum GHbA1c,t-PA and PAI-1 were detected on empty stomach in the morning.Results The level of serum t-PA was lower,the activity of PAI-1 was higher in groups of DN than those in control group (P＜0.05 or＜0.01),and those were changed with the level of GHbA,c.There were significant differences between group C and group A[t-PA:(0.14± 0.06),(0.28± 0.11) U/ml; PAI-1 (3.25 ±1.01),(1.90q± 1.09) U/ml](P＜0.05).Conclusions The fibrinolytic system exists unbalance in patients with early DN.Continuous hyperglycemia in patients with early DN make unbalanced fibrinolytic system more serious.Controlling the level of GHbA1c strictly can play an important role in delaying DN progress.

Objective To investigate the characteristic of psychological health status and blood glucose in elderly patients with newly diagnosed type 2 diabetes for one year. Methods 48 patients in elderly with newly diagnosed type 2 diabetes were followed up on their blood glucose level and psychological status for one year. Results At newly diagnosed phase, fasting plasma glucose, 2 h postprandial plasma glucose and HbA1C were (9.48?2.67) mmol/L, (13.49?4.79) mmol/L and (8.89 ?2.74)%, but after 3months, those descended to (7.35?2.47) mmol/L, (10.01?3.14) mmol/L and (6.75?2.14)%, respectively. Compared with newly diagnosed phase, psychological happiness and living satisfaction improved; while the negative emotion, including depression, loneliness, hypochondriasis and anxiety, decreased consistent with the drop of blood glucose level after 3 months. Following 6 and 12 months, blood glucose and psychological heath status were stabilized on the whole. Conclusion Psychological status deteriorated seriously at newly diagnosed phase than in 3, 6 and 12 months, when is important phase for psychological intervention. Moreover, optimal glycemic control can promote psychological heath.

In this paper,the mechanism,instrument design and clinical applications of interference electrotherapy in promoting bone healing are described.A new kind of electrotherapeutical instrument for bone injury is developed.With the variety of waveform and characterisics of easy operation,high intelligence and reliability,the instrument is improved obviously with the use of Single Chip Microcomputer.At the same time ,60cases with fracture were treated by interfere current stimulation in clinical research.It is achieved in accelerating bone healing,detumescence,comeback of tonicity.

Objective To investigate the radiation and radioprotection in bedside digital radiography. Methods 650 cases undergoing X-ray examination in sugical wards are involved. Results The patients' X-ray radiation dose is 3.12~7.68 mGR. Conclusion To avoid unnecessary radiation, radioprotection should be emphasized when improving images' quality.