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Optimization of Cognitive Radio System Using Enhanced Firefly Algorithm

Intelligent Automation & Soft Computing 2023年第9期37卷 3159-3177页

作者： Nitin Mittal Rohit Salgotra Abhishek Sharma Sandeep Kaur SSAskar Mohamed Abouhawwash University Center for Research and Development Chandigarh UniversityMohaliPunjab140413India Faculty of Physics and Applied Computer Science AGH University of Science&TechnologyKrakowPoland Faculty of Information Technology Middle East UniversityAmman11813Jordan Department of Computer Engineering and Applications GLA UniversityMathura281406India Department of Computer Engineering&Technology Guru Nanak Dev UniversityAmritsarPunjab143005India Department of Statistics and operations Research College of ScienceKing Saud UniversityP.O.Box 2455Riyadh11451Saudi Arabia Department of Computational Mathematics Science and EngineeringCollege of EngineeringMichigan State UniversityEast LansingMI48824USA Department of Mathematics Faculty of ScienceMansoura UniversityMansoura35516Egypt

The optimization of cognitive radio(CR)system using an enhanced firefly algorithm(EFA)is presented in this *** Firefly algorithm(FA)is a nature-inspired algorithm based on the unique light-flashing behavior of *** has already proved its competence in various optimization prob-lems,but it suffers from slow convergence *** improve the convergence performance of FA,a new variant named EFA is *** effectiveness of EFA as a good optimizer is demonstrated by optimizing benchmark functions,and simulation results show its superior performance compared to biogeography-based optimization(BBO),bat algorithm,artificial bee colony,and *** an application of this algorithm to real-world problems,EFA is also applied to optimize the CR *** is a revolutionary technique that uses a dynamic spectrum allocation strategy to solve the spectrum scarcity ***,it requires optimization to meet specific performance *** results obtained by EFA in CR system optimization are compared with results in the literature of BBO,simulated annealing,and genetic *** results further prove that the proposed algorithm is highly efficient and provides superior results.

关键词： Firefly algorithm cognitive radio bit error rate genetic algorithm simulated annealing biogeography-based optimization

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The Utility of Voided Urine Samples as a Proxy for the Vaginal Microbiome and for the Prediction of Bacterial Vaginosis

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Infectious Microbes & Diseases 2022年第4期4卷 149-156页

作者： Bin Zhu Christopher Diachok Laahirie Edupuganti David J.Edwards Jeffrey R.Donowitz Katherine Tossas Andrey Matveyev Katherine M.Spaine Vladimir Lee Myrna G.Serrano Gregory A.Buck Department of Microbiology and Immunology School of MedicineVirginia Commonwealth UniversityRichmondVirginiaUSA Center for Microbiome Engineering and Data Analysis Virginia Commonwealth UniversityRichmondVirginiaUSA Department of Statistical Sciences and operations Research College of Humanities and SciencesVirginia Commonwealth UniversityRichmondVirginiaUSA Department of Pediatric Infectious Diseases Children's Hospital of Richmond at Virginia Commonwealth UniversityRichmondVirginiaUSA Department of Infectious Diseases and International Health University of VirginiaCharlottesvilleVirginiaUSA Department of Health Behavior and Policy School of MedicineVirginia Commonwealth UniversityRichmondVirginiaUSA Department of Family Medicine and Population Health School of MedicineVirginia Commonwealth UniversityRichmondVirginiaUSA Computer Science Department College of EngineeringVirginia Commonwealth UniversityRichmondVirginiaUSA Genomics Core Virginia Commonwealth UniversityRichmondVirginiaUSA

Recent work has shown that the vaginal microbiome exerts a strong impact on women's gynecological ***,collection of vaginal specimens is invasive and requires previous clinical training or the involvement of a trained *** contrast,urine sample collection is routine and noninvasive and does not require involvement of a *** sought to compare the vaginal and urogenital microbiomes to assess the utility of voided urine samples as a proxy for the vaginal *** urogenital and vaginal samples were collected from pregnant women and characterized by 16S rRNA taxonomic *** examined diversities and compositions of paired urogenital and vaginal microbiomes using five discrete strategies to explore the similarity between the vaginal and urogenital microbiomes.A strategy comparing the paired urogenital and vaginal microbiomes in which taxa were assigned using the STIRRUPS database and urine-specific taxa were removed showed no significant difference in diversity and composition between the paired urogenital and vaginal ***,the relative abundances of common vaginal taxa were linearly correlated with those in the paired *** similarities suggest that voided urine samples could represent a noninvasive protocol for accurate profiling of the vaginalmicrobiome with likely clinical ***,a machine learning model was established in which the voided urine microbiome was compared favorably to the vaginal microbiome in predicting bacterial vaginosis.

关键词： 16S rRNA vaginal microbiome urine microbiome bacterial vaginosis reproductive and gynecologic health

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Neglected tropical diseases activities in Africa in the COVID-19 era:the need for a"hybrid" approach in COVID-endemic times

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Infectious Diseases of Poverty 2021年第1期10卷 74-86页

作者： David Molyneux Simon Bush Ron Bannerman Philip Downs Joy Shu'aibu Pelagie Boko-Collins loasia Radvan Leah Wohlgemuth Chris Boyton Department of Tropical Diseases Biology Centre for Neglected Tropical DiseasesLiverpool School of Tropical MedicinePern broke PlaceLiverpool L35QAUK Neglected Tropical Diseases SightsaversAirportP O Box KIA18190AccraGhana Neglected Tropical Diseases(Ascend West and Central Africa) Sightsavers35 Perrymount RdHaywards Heath RH163BZUK Neglected Tropical Diseases Sightsavers23 Beverly Dr.DurhamNC 27707USA Programme operations SightsaversNigeria Country Office-No 1 Golf Course RoadRO.Box 503KadunaNigeria Neglected Tropical Diseases SightsaversBenin Country Office-3 rd Floor of the Riveria Golf BuildingAkpakpaLot 4002 FOld BridgeRepublic of Benin Neglected Tropical Diseases Sightsavers35Perrymount RdHaywards Heath RH163BZ.UK M&C Saatchi World Services 36 Golden SquareLondon W 9EEUK.

With the coronavirus disease 2019(COVID-19)pandemic showing no signs of abating,resuming neglected tropical disease(NTD)activities,particularly mass drug administration(MDA)Z is *** to resume activities will not only enhance the risk of NTD transmission,but will fail to leverage behaviour change messaging on the importance of hand and face washing and improved sanitation--a common strategy for several NTDs that also reduces the risk of COVID-19 *** so-called"hybrid approach"will dem on strate best practices for mitigating the spread of severe acute respiratory syndrome coronavirus 2(SARS-CoV-2)by incorporating physical distancing,use of masks,and frequent hand-washing in the delivery of medicines to endemic communities and support action against the transmission of the virus through water,sanitation and hygiene interventions promoted by NTD *** MDA and morbidity management activities resume,achievement of NTD targets as projected in the WHO/NTD Roadmap(2021-2030)will be deferred,the aspirational goal of NTD programmes to enhance universal health coverage jeopardised and the call to leave no one behind'a hollow *** outline what implementing this hybrid approach,which aims to strengthen health systems,and facilitate integration and cross-sector collaboration,can achieve based on work undertaken in several African countries.

关键词： COVID-19 Neglected tropical diseases Mass drug administration Morbidity management Communities Water Sanitation and hygiene Behaviour change

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Sintilimab versus docetaxel as second-line treatment in advanced or metastatic squamous non-small-cell lung cancer:an open-label,randomized controlled phase 3 trial(ORIENT-3)

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Cancer Communications 2022年第12期42卷 1314-1330页

作者： Yuankai Shi Lin Wu Xinmin Yu Puyuan Xing Yan Wang Jianying Zhou Airong Wang Jianhua Shi Yi Hu Ziping Wang Guangyu An Yong Fang Sanyuan Sun Caicun Zhou Changli Wang Feng Ye Xingya Li Junye Wang Mengzhao Wang Yunpeng Liu Yanqiu Zhao Ying Yuan Jifeng Feng Zhendong Chen Jindong Shi Tao Sun Gang Wu Yongqian Shu Qisen Guo Yi Zhang Yong Song Shucai Zhang Yuan Chen Wei Li Hongrui Niu Wenwei Hu Lijun Wang Jianan Huang Yang Zhang Ying Cheng Zhengdong Wu Bo Peng Jiya Sun Christoph Mancao Yanqi Wang Luyao Sun Department of Medical Oncology National Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences&Peking Union Medical CollegeBeijing Key Laboratory of Clinical Study on Anticancer Molecular Targeted DrugsBeijingP.R.China Department II of Thoracic Medicine Hunan Cancer HospitalChangshaHunanP.R.China Department of Medical Oncology Zhejiang Cancer HospitalHangzhouZhejiangP.R.China Department of Respiratory Diseases The First Affiliated HospitalCollege of MedicineZhejiang UniversityHangzhouZhejiangP.R.China The Third Department of Chemotherapy Weihai Municipal HospitalWeihaiShandongP.R.China Department of Medical Oncology Linyi Cancer HospitalLinyiShandongP.R.China Oncology Department General Hospital of Chinese People’s Liberation ArmyBeijingP.R.China Department of Chest Medicine Beijing Cancer HospitalBeijingP.R.China Department of Oncology Beijing Chao-Yang HospitalCapital Medical UniversityBeijingP.R.China Department of Medical Oncology Sir Run Run Shaw HospitalZhejiang UniversityHangzhouZhejiangP.R.China Department of Medical Oncology Xuzhou Central HospitalXuzhou Medical UniversityXuzhouJiangsuP.R.China Department of Medical Oncology Shanghai Pulmonary HospitalTongji UniversityShanghaiP.R.China Department of Lung Cancer Tianjin Medical University Cancer Institute and HospitalTianjinP.R.China Department of Medical Oncology Cancer HospitalThe First Affiliated Hospital of Xiamen UniversitySchool of MedicineXiamen UniversityThe Third Clinical Medical CollegeFujian Medical UniversityXiamenFujianP.R.China Department of Medical Oncology The First Affiliated Hospital of Zhengzhou UniversityZhengzhouHenanP.R.China Department of Oncology Affiliated Hospital of Jining Medical UniversityJiningShandongP.R.China Department of Respiratory and Critical Care Medicine Peking Union Medical College HospitalChinese Academy of Medical Sciences&Peking Union Medical CollegeBeijingP.R.China Department of Medical Oncology Key L

Background:Treatment options for Chinese patients with locally advanced or metastatic squamous-cell non-small-cell lung cancer(sqNSCLC)after failure of first-line chemotherapy are *** study(ORIENT-3)aimed to evaluate the efficacy and safety of sintilimab versus docetaxel as second-line treatment in patients with locally advanced or metastatic ***:ORIENT-3 was an open-label,multicenter,randomized controlled phase 3 trial that recruited patients with stage IIIB/IIIC/IV sqNSCLC after failure with first-line platinum-based *** were randomized in a 1:1 ratio to receive either 200 mg of sintilimab or 75 mg/m^(2) of docetaxel intravenously every 3 weeks,stratified by the Eastern Cooperative Oncology Group performance *** primary endpoint was overall survival(OS)in the full analysis set(FAS).Secondary endpoints included progression-free survival(PFS),objective response rate(ORR),disease control rate(DCR),duration of response(DoR)and ***:Between August 25,2017,and November 7,2018,290 patients were *** FAS,10 patients fromthe docetaxel armwere *** OS was 11.79(n=145;95%confidence interval[CI],10.28-15.57)months with sintilimab versus 8.25(n=135;95%CI,6.47-9.82)months with docetaxel(hazard ratio[HR]:0.74;95%CI,0.56-0.96;P=0.025).Sintilimab treatment significantly prolonged PFS(median 4.30 vs.2.79 months;HR:0.52;95%CI,0.39-0.68;P<0.001)and showed higher ORR(25.50%vs.2.20%,P<0.001)and DCR(65.50%vs.37.80%,P<0.001)than the docetaxel *** median DoRwas 12.45(95%CI,4.86-25.33)months in the sintilimab arm and 4.14(95%CI,1.41-7.23)months in the docetaxel arm(P=0.045).Treatment-related adverse events of grade≥3were reported in 26(18.1%)patients in the sintilimab arm and 47(36.2%)patients in the docetaxel *** biomarker analysis showed potential predictive values of expression levels of two transcription factors,including OVOL2(HR:0.35;P<0.001)and CTCF(HR:3.50;P<0.001),for sintilimab treatme

关键词： Non-small cell lung cancer Carcinoma squamous cell Sintilimab Immunotherapy Survival Randomized controlled trial

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A practical community-based response strategy to interrupt Ebola transmission in sierra Leone, 2014–2015

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Infectious Diseases of Poverty 2016年第1期5卷 670-679页

作者： Zhong-Jie Li Wen-Xiao Tu Xiao-Chun Wang Guo-Qing Shi Zun-Dong Yin Hai-Jun Su Tao Shen Da-Peng Zhang Jian-Dong Li Shan Lv Chun-Li Cao Rui-Qian Xie Hong-Zhou Lu Rong-Meng Jiang Zheng Cao Zhi-Jie An Lei-Lei Li Jie Xu Yan-Wen Xiong Wei Zang Wei Zhang Hong-Wei Zhang Wen-Sen Chen Hua Ling Wen Xu Jian Cai Huan-Jin Luo Xue-Sheng Xing Can-Jun Zheng Qiang Wei Xin-Xu Li Mei Li Hai Jiang Li-Quan Deng Ming-Quan Chen Xiang Huo Feng Xu Xue-Hui Lai Xi-Chen Bai Long-Jie Ye Jian-Yi Yao Wen-Wu Yin Jiao-Jin Sun Lin Xiao Fu-Qiang Liu Xiao-Qiang Liu Hong-Wei Fan Zeng-Qiang Kou Ji-Kun Zhou Hao Zhang Da-Xin Ni Thomas TSamba Qun Li Hong-Jie Yu Yu Wang Xiao-Feng Liang Division of Infectious Disease Key Laboratory of Surveillance and Early-warning on Infectious DiseaseChinese Center for Disease Control and PreventionBeijingChina Public Health Emergency Center Chinese Center for Disease Control and PreventionBeijingChina National Center for AIDS/STD Control and Prevention Chinese Center for Disease Control and PreventionBeijingChina Chinese Field Epidemiology Training Program Chinese Center for Disease Control and PreventionBeijingChina National Immunization Program Chinese Center for Disease Control and PreventionBeijingChina Bureau of Disease Prevention and Control National Health and Family Planning Commission of the People’s Republic of ChinaBeijingChina National Institute for Viral Disease Control and Prevention Chinese Center for Disease Control and PreventionBeijingChina National Institute of Parasitic Disease Chinese Center for Disease Control and PreventionShanghaiChina Chinese Center for Health Education BeijingChina Department of Infectious Diseases Shanghai Public Health Clinical CenterShanghaiChina Beijing Ditan Hospital Capital Medical UniversityBeijingChina Health News BeijingChina National Institute for Communicable Disease Control and Prevention Chinese Center for Disease Control and PreventionBeijingChina Department of Training Chinese Center for Health EducationBeijingChina Center for Infectious Diseases Beijing Youan HospitalCapital Medical UniversityBeijingChina Infection Management The First Affiliated Hospital of Nanjing Medical UniversityNanjingChina Chongqing Municipal Center for Disease Control and Prevention ChongqingChina Yunnan Provincial Center for Disease Control and Prevention KunmingChina Division of Infectious Disease Control and Prevention Zhejiang Provincial Center for Disease Control and PreventionHangzhouChina Guangdong Provincial Center for Disease Control and Prevention GuangzhouChina Division of Acute Infectious Disease Control and Prevention Hubei Provincial Center for Disease Control and PreventionW

Background:The Ebola virus disease spread rapidly in West Africa in 2014,leading to the loss of thousands of *** engagement was one of the key strategies to interrupt Ebola transmission,and practical community level measures needed to be explored in the field and tailored to the specific context of ***:First,community-level education on Ebola virus disease(EVD)prevention was launched for the community’s social mobilizers in six districts in Sierra Leone beginning in November ***,from January to May of 2015,in three pilot communities,local trained community members were organized to engage in implementation of EVD prevention and transmission interruption measures,by involving them in alert case report,contact tracing,and social *** epidemiological indicators of transmission interruption in three study communities were ***:A total of 6016 community social mobilizers from 185 wards were trained by holding 279 workshops in the six districts,and EVD message reached an estimated 631680 *** three pilot communities,72 EVD alert cases were reported,with 70.8%of them detected by trained local community members,and 14 EVD cases were finally *** tracing detected 64.3%of EVD *** median duration of community infectivity for the cases was 1 *** secondary attack rate was 4.2%,and no third generation of infection was *** health worker was infected,and no unsafe burial and noncompliance to EVD control measures were *** community-based measures were modeled to reduce 77 EVD cases,and the EVD-free goal was achieved four months earlier in study communities than whole country of Sierra ***: The community-based strategy of social mobilization and community engagement was effective in casedetection and reducing the extent of Ebola transmission in a country with weak health system. The successfullypractical experience to reduce the risk of Ebola transmission in the

关键词： Ebola virus disease Community engagement Health education Outbreak control

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