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基于前馈式神经网络的多源精细化降水预报及检验 被引量:2
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作者 雍星 陈佳 +1 位作者 赖维肖 陈丹妮 《高原山地气象研究》 2022年第2期69-74,共6页
选取国家气象信息中心多源融合降水产品、四川省智能网格气象预报产品、德阳市实况降水观测资料以及欧洲中心数值预报资料,应用前馈式神经网络及最优逼近方法对德阳市降雨预报系统进行训练,并利用多源融合降水资料对预报结果进行检验。... 选取国家气象信息中心多源融合降水产品、四川省智能网格气象预报产品、德阳市实况降水观测资料以及欧洲中心数值预报资料,应用前馈式神经网络及最优逼近方法对德阳市降雨预报系统进行训练,并利用多源融合降水资料对预报结果进行检验。结果表明:改进后的系统不仅能对输入层因子的降水及其落区预报进行有效的智能优化,还使得暴雨天气过程中强降水中心分布和极端降水量的预报结果更加接近实况,总之可为预报员开展本地降水预报业务提供有益的参考。 展开更多
关键词 前馈式神经网络 智能网格预报 多源融合 精细化降水预报
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Loss of the posteromedial support:a risk factor for implant failure after fixation of AO 31-A2 intertrochanteric fractures 被引量:7
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作者 Kai-Feng Ye yong xing +9 位作者 Chuan Sun Zhi-yong Cui Fang Zhou Hong-Quan Ji Yan Guo Yang Lyu Zhong-Wei Yang Guo-Jin Hou Yun Tian Zhi-Shan Zhang 《Chinese Medical Journal》 SCIE CAS CSCD 2020年第1期41-48,共8页
Background:The purpose of this study was to analyze cases of AO31-A2 intertrochanteric fractures(ITFs)and to identify the relationship between the loss of the posteromedial support and implant failure.Methods:Three hu... Background:The purpose of this study was to analyze cases of AO31-A2 intertrochanteric fractures(ITFs)and to identify the relationship between the loss of the posteromedial support and implant failure.Methods:Three hundred ninety-four patients who underwent operative treatment for ITF from January 2003 to December 2017 were enrolled.Focusing on posteromedial support,the A2 ITFs were divided into two groups,namely,those with(Group A,n=153)or without(Group B,n=241)posteromedial support post-operatively,and the failure rates were compared.Based on the final outcomes(failed or not),we allocated all of the patients into two groups:failed(Group C,n=66)and normal(Group D,n=328).We separately analyzed each dataset to identify the factors that exhibited statistically significant differences between the groups.In addition,a logistic regression was conducted to identify whether the loss of posteromedial support of A2 ITFs was an independent risk factor for fixation failure.The basic factors were age,sex,American Society of Anesthesiologists(ASA)score,side of affected limb,fixation method(intramedullary or extramedullary),time from injury to operation,blood loss,operative time and length of stay.Results:The failure rate of group B(58,24.07%)was significantly higher than that of group A(8,5.23%)(χ2=23.814,P<0.001).Regarding Groups C and D,the comparisons of the fixation method(P=0.005),operative time(P=0.001),blood loss(P=0.002)and length of stay(P=0.033)showed that the differences were significant.The logistic regression revealed that the loss of posteromedial support was an independent risk factor for implant failure(OR=5.986,95%CI:2.667-13.432)(P<0.001).Conclusions:For AO31-A2 ITFs,the loss of posteromedial support was an independent risk factor for fixation failure.Therefore,posteromedial wall reconstruction might be necessary for the effective treatment of A2 fractures that lose posteromedial support. 展开更多
关键词 Intertrochanteric fractures AO 31-A2 Loss of posteromedial support Implant fixations Implant failure
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