Existing speech retrieval systems are frequently confronted with expanding volumes of speech data.The dynamic updating strategy applied to construct the index can timely process to add or remove unnecessary speech dat...Existing speech retrieval systems are frequently confronted with expanding volumes of speech data.The dynamic updating strategy applied to construct the index can timely process to add or remove unnecessary speech data to meet users’real-time retrieval requirements.This study proposes an efficient method for retrieving encryption speech,using unsupervised deep hashing and B+ tree dynamic index,which avoid privacy leak-age of speech data and enhance the accuracy and efficiency of retrieval.The cloud’s encryption speech library is constructed by using the multi-threaded Dijk-Gentry-Halevi-Vaikuntanathan(DGHV)Fully Homomorphic Encryption(FHE)technique,which encrypts the original speech.In addition,this research employs Residual Neural Network18-Gated Recurrent Unit(ResNet18-GRU),which is used to learn the compact binary hash codes,store binary hash codes in the designed B+tree index table,and create a mapping relation of one to one between the binary hash codes and the corresponding encrypted speech.External B+tree index technology is applied to achieve dynamic index updating of the B+tree index table,thereby satisfying users’needs for real-time retrieval.The experimental results on THCHS-30 and TIMIT showed that the retrieval accuracy of the proposed method is more than 95.84%compared to the existing unsupervised hashing methods.The retrieval efficiency is greatly improved.Compared to the method of using hash index tables,and the speech data’s security is effectively guaranteed.展开更多
目的探讨乙肝病毒(Hepatitis B Virus,HBV)感染患者血清中乙型肝炎病毒脱氧核苷酸(HBV-DNA)载量与乙肝五项指标的相关性。方法选取沛县人民医院于2022年1月—2023年1月收治的100例HBV感染患者作为研究对象,所有患者均接受HBV-DNA载量与...目的探讨乙肝病毒(Hepatitis B Virus,HBV)感染患者血清中乙型肝炎病毒脱氧核苷酸(HBV-DNA)载量与乙肝五项指标的相关性。方法选取沛县人民医院于2022年1月—2023年1月收治的100例HBV感染患者作为研究对象,所有患者均接受HBV-DNA载量与乙肝五项指标检测,并按照其HBV-DNA载量进行分组,分别为<50 IU/mL组69例、50~<10^(4) IU/mL组10例、10^(4)~10^(10) IU/mL组21例,对比3组检测结果。结果10^(4)~10^(10) IU/mL组乙型肝炎e抗体(Hepatitis B Virus e Antibody,HBeAb)、乙型肝炎e抗原(Hepatitis B e Antigen,HBeAg)、乙型肝炎表面抗原(Hapatitis B Surface Antigen,HBsAg)指标高于50~<10^(4) IU/mL组、<50 IU/mL组,50~<10^(4) IU/mL组各指标水平高于<50 IU/mL组,差异有统计学意义(P均<0.05)。相关性分析后显示,HBeAb、HBeAg、HBsAg与HBV-DNA载量呈正相关(r=0.512、0.549、0.673,P均<0.05)。结论HBV-DNA载量与HBeAb、HBeAg、HBsAg指标之间有正性关联,可为评估HBV感染程度提供一定参考依据。展开更多
目的研究探讨乙肝孕妇大三阳和小三阳状态中乙型肝炎病毒(Hepatitis B virus,HBV)DNA载量、肝功能指标、肝纤维化标志物含量及不同HBVDNA载量孕妇的肝功能水平。方法选取临清市人民医院于2020年1月—2023年1月收治的120例乙肝孕妇作为...目的研究探讨乙肝孕妇大三阳和小三阳状态中乙型肝炎病毒(Hepatitis B virus,HBV)DNA载量、肝功能指标、肝纤维化标志物含量及不同HBVDNA载量孕妇的肝功能水平。方法选取临清市人民医院于2020年1月—2023年1月收治的120例乙肝孕妇作为研究对象,根据乙肝两对半检测结果将其分为两组,即大三阳组(n=60)和小三阳组(n=60)。比较两组HBVDNA载量、肝功能指标、肝纤维化标志物含量及不同HBVDNA载量孕妇的肝功能指标、肝纤维化标志物含量。结果大三阳组丙氨酸转移酶水平(29.00±7.62)U/L、HBVDNA水平(5.18±1.16)×10^(4)U/mL均高于小三阳组的(26.00±2.85)U/L、(2.08±1.11)×10^(4)U/mL,差异有统计学意义(t=2.856、14.956,P均<0.05)。大三阳组的重组人几丁质酶3样蛋白1水平低于小三阳组,差异有统计学意义(P<0.05)。伴随着HBVDNA载量上升,两组患者甲胎蛋白水平随之增加,但是在同等HBADNA载量下,两组甲胎蛋白水平比较,差异无统计学意义(P>0.05)。结论开展孕前抗乙肝病毒诊疗、孕期风险系数评估,采取科学有效的干预措施,均能够有效抑制乙肝在母婴中的传播。展开更多
基金supported by the NationalNatural Science Foundation of China(No.61862041).
文摘Existing speech retrieval systems are frequently confronted with expanding volumes of speech data.The dynamic updating strategy applied to construct the index can timely process to add or remove unnecessary speech data to meet users’real-time retrieval requirements.This study proposes an efficient method for retrieving encryption speech,using unsupervised deep hashing and B+ tree dynamic index,which avoid privacy leak-age of speech data and enhance the accuracy and efficiency of retrieval.The cloud’s encryption speech library is constructed by using the multi-threaded Dijk-Gentry-Halevi-Vaikuntanathan(DGHV)Fully Homomorphic Encryption(FHE)technique,which encrypts the original speech.In addition,this research employs Residual Neural Network18-Gated Recurrent Unit(ResNet18-GRU),which is used to learn the compact binary hash codes,store binary hash codes in the designed B+tree index table,and create a mapping relation of one to one between the binary hash codes and the corresponding encrypted speech.External B+tree index technology is applied to achieve dynamic index updating of the B+tree index table,thereby satisfying users’needs for real-time retrieval.The experimental results on THCHS-30 and TIMIT showed that the retrieval accuracy of the proposed method is more than 95.84%compared to the existing unsupervised hashing methods.The retrieval efficiency is greatly improved.Compared to the method of using hash index tables,and the speech data’s security is effectively guaranteed.
文摘目的探讨乙肝病毒(Hepatitis B Virus,HBV)感染患者血清中乙型肝炎病毒脱氧核苷酸(HBV-DNA)载量与乙肝五项指标的相关性。方法选取沛县人民医院于2022年1月—2023年1月收治的100例HBV感染患者作为研究对象,所有患者均接受HBV-DNA载量与乙肝五项指标检测,并按照其HBV-DNA载量进行分组,分别为<50 IU/mL组69例、50~<10^(4) IU/mL组10例、10^(4)~10^(10) IU/mL组21例,对比3组检测结果。结果10^(4)~10^(10) IU/mL组乙型肝炎e抗体(Hepatitis B Virus e Antibody,HBeAb)、乙型肝炎e抗原(Hepatitis B e Antigen,HBeAg)、乙型肝炎表面抗原(Hapatitis B Surface Antigen,HBsAg)指标高于50~<10^(4) IU/mL组、<50 IU/mL组,50~<10^(4) IU/mL组各指标水平高于<50 IU/mL组,差异有统计学意义(P均<0.05)。相关性分析后显示,HBeAb、HBeAg、HBsAg与HBV-DNA载量呈正相关(r=0.512、0.549、0.673,P均<0.05)。结论HBV-DNA载量与HBeAb、HBeAg、HBsAg指标之间有正性关联,可为评估HBV感染程度提供一定参考依据。
文摘目的研究探讨乙肝孕妇大三阳和小三阳状态中乙型肝炎病毒(Hepatitis B virus,HBV)DNA载量、肝功能指标、肝纤维化标志物含量及不同HBVDNA载量孕妇的肝功能水平。方法选取临清市人民医院于2020年1月—2023年1月收治的120例乙肝孕妇作为研究对象,根据乙肝两对半检测结果将其分为两组,即大三阳组(n=60)和小三阳组(n=60)。比较两组HBVDNA载量、肝功能指标、肝纤维化标志物含量及不同HBVDNA载量孕妇的肝功能指标、肝纤维化标志物含量。结果大三阳组丙氨酸转移酶水平(29.00±7.62)U/L、HBVDNA水平(5.18±1.16)×10^(4)U/mL均高于小三阳组的(26.00±2.85)U/L、(2.08±1.11)×10^(4)U/mL,差异有统计学意义(t=2.856、14.956,P均<0.05)。大三阳组的重组人几丁质酶3样蛋白1水平低于小三阳组,差异有统计学意义(P<0.05)。伴随着HBVDNA载量上升,两组患者甲胎蛋白水平随之增加,但是在同等HBADNA载量下,两组甲胎蛋白水平比较,差异无统计学意义(P>0.05)。结论开展孕前抗乙肝病毒诊疗、孕期风险系数评估,采取科学有效的干预措施,均能够有效抑制乙肝在母婴中的传播。
