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Coating matching design is one of the important parts of ship coating process design. The selection of coating matching is influenced by various factors such as marine corrosive environment, anti-corrosion period and working conditions. There are also differences in the coating performance requirements for different ship types and different coating parts. At present, the design of coating matching in shipyards depends on the experience of technologist, which is not conducive to the scientific management of ship painting process and the macro control of ship construction cost. Therefore, this paper proposes a hybrid algorithm of fuzzy comprehensive evaluation and collaborative filtering based on user label improvement (IFCE-CF). Based on the analytic hierarchy process (AHP), the evaluation index system of coating matching is constructed, and the weight calculation process of fuzzy comprehensive evaluation is optimized by introducing the user label weight. The collaborative filtering algorithm based on matrix decomposition is used to realize the accurate recommendation of coating matching. Historical coating process data of a shipyard between 2010 and 2020 are selected to verify the recommendation ability of the method in the paper. The results show that using the coating matching intelligent recommendation algorithm proposed in this paper, the root mean square error is < 1.02 and the mean absolute error is < 0.75, the prediction accuracy is significantly better than other research methods, which proves the effectiveness of the method.
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Objective To investigate the risk factors of repeated episodes of child otitis media with effusion(OME).Methods One hundred and twenty-one children cases of repeated OME within 1 year in the Affiliated Children's Hospital of Nanjing Medical University from February 2013 to August 2015 were selected as the repeated group and contemporaneous 125 cases of non-repeated OME were selected as the control group.The repeated OME related factors were performed the univariate and multivariate analysis.Furthermore the occurrence rates of main risk factors and annual onset frequency of nasal disease were compared among different age groups.Results The Logistic multivariate regression analysis results indicated that younger age,allergic rhinitis,recurrent upper respiratory tract infections,tonsil hypertrophy Ⅳ°,adenoid hypertrophy Ⅲ °and Ⅳ ° and poor mastoid gasification were major risk factors for recurrence of OME.The incidence rate of repeated upper respiratory tract infections in the 3-＜7 years old group and ＜3 years old group was obviously higher than that in the7-14 years old group(P＜0.05),adenoid hypertrophy in the ＜3 years old group and 7-14 years old group was lower than that in the 3-＜7 years old group(P＜0.05).The annual onset frequency of nasal disease in the repeated group was significantly higher than that in the control group(P=0.000).Conclusion Child OME is the results of multivariate factors combined action.The smaller the age,the more the annual onset frequency and the higher the possibility of OME repeated onset.
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Objective To discuss the tympanic membrane puncture or tympanostomy tube under endotoscope combined with adenoidectomy under nasal endoscopy on the influence of invalid conservative treatment of pediatric secretory otitis media.Methods A total of 112 cases of secretory otitis media with invalid conservative treatment were selected in the department of otorhinolaryngology of children′s hospital of Nanjing Medical University from July 2013 to August 2015.They were divided into three groups,the group A of 38 cases(68 ears)underwent transnasal endoscopic pure adenoidectomy;the group B of 37 cases(60 ears)underwent transnasal endoscopic adenoidectomy combined with tympanocentesis;the group C of 37 cases(59 ears)underwent tympanostomy tube insertion.The clinical treatment effect,the period of middle ear effusion,postoperative recurrence and complication were observed and compared.Results The total effective rate of the 3 groups was improved after 3 months(P<0.05);the total effective rate in group B and group C at one week and 3 months after operation were higher than those of group A(P<0.05);and the total effective rate in group C at 3 months after operation was significantly higher than that of group B(P<0.05).The level of auditory brainstem evoked potential(ABR)and the latency of ABR wave Ⅰ latency were decreased at 1 year after operation(P<0.05);the ABR changes in group B and group C at 1 week and 1 year after operation were lower than those in group A(P<0.05).The incidence of recurrence rate and the period of middle ear effusion in group C were lower than those in group A and B(P<0.05).The incidence of complication of group A was lower than those of group B and group C(P<0.05).Conclusion Using tympanostomy tube combined with adenoidectomy under endoscope can improve the children with hearing,which not only can shorten the time of the middle ear effusion,but also effectively reduce the recurrence rate.
RESUMO
Objective To investigate the outcome of powered laryngeal shaver for papilloma of the larynx in children by laryngeal endoscopy. Methods Thirty-nine children with papilloma of the larynx were treated by powered laryngeal shaver under a laryngeal endoscope. Twenty-seven of the patients who had an extensive tumor received radiofrequency to avoid hemorrhage and adhesion of the surgical surface. Results The mean operation time was (11.2?2.6) min, and the blood lose was less than 30 ml. Three months after the operation, 28 of the patients were fond of their voice quality. Among the 39 patients, 37 were followed up for 2-5 years, during which 3-year recurrence rate was 51% (19/37). In the children with primary patients, the rate of recurrence was 30% (3/10), and in those with recurrent tumor, the rate was 59% (16/27). Conclusions By using powered laryngeal shaver under a laryngeal endoscope, papilloma of the larynx can be accurately resected with low blood loss, short operation time and short hospital stay and confirmed effectivenss.
