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Deep Transfer Learning Techniques in Intrusion Detection System-Internet of Vehicles: A State-of-the-Art Review

Computers, Materials & Continua 2024年第8期80卷 2785-2813页

作者： Wufei Wu Javad Hassannataj Joloudari Senthil Kumar Jagatheesaperumal Kandala N.V.P.SRajesh silvia Gaftandzhieva Sadiq Hussain Rahimullah Rabih Najibullah Haqjoo Mobeen Nazar Hamed Vahdat-Nejad Rositsa Doneva School of Information Engineering Nanchang UniversityNanchang330031China Department of Computer Engineering Technical and Vocational University(TVU)Tehran***Iran Department of Computer Engineering University of BirjandBirjand***Iran Department of Computer Engineering Babol BranchIslamic Azad UniversityBabol***Iran Department of Electronics&Communication Engineering Mepco Schlenk Engineering CollegeSivakasi626005India School of Electronics Engineering VIT-AP UniversityNear Vijayawada522237India Faculty of Mathematics and Informatics University of Plovdiv Paisii HilendarskiPlovdiv4000Bulgaria Examination Branch Dibrugarh UniversityDibrugarh786004India Department of Computer Engineering Faculty of EngineeringUniversity of BirjandBirjand***Iran Faculty of Electrical and Computer Engineering University of BirjandBirjand***Iran Malaysian Institute of Information Technology Universiti Kuala LumpurKuala Lumpur50250Malaysia Faculty of Physics and Technology University of Plovdiv Paisii HilendarskiPlovdiv4000Bulgaria

The high performance of IoT technology in transportation networks has led to the increasing adoption of Internet of Vehicles(IoV)*** functional advantages of IoV include online communication services,accident prevention,cost reduction,and enhanced traffic *** these benefits,IoV technology is susceptible to cyber-attacks,which can exploit vulnerabilities in the vehicle network,leading to perturbations,disturbances,non-recognition of traffic signs,accidents,and vehicle *** paper reviews the state-of-the-art achievements and developments in applying Deep Transfer Learning(DTL)models for Intrusion Detection Systems in the Internet of Vehicles(IDS-IoV)based on anomaly ***-IoV leverages anomaly detection through machine learning and DTL techniques to mitigate the risks posed by *** systems can autonomously create specific models based on network data to differentiate between regular traffic and *** these techniques,transfer learning models are particularly promising due to their efficacy with tagged data,reduced training time,lower memory usage,and decreased computational *** evaluate DTL models against criteria including the ability to transfer knowledge,detection rate,accurate analysis of complex data,and *** review highlights the significant progress made in the field,showcasing how DTL models enhance the performance and reliability of IDS-IoV *** examining recent advancements,we provide insights into how DTL can effectively address cyber-attack challenges in IoV environments,ensuring safer and more efficient transportation networks.

关键词： Cyber-attacks internet of things internet of vehicles intrusion detection system

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Use of endoscopic ultrasound-guided gallbladder drainage as a rescue approach in cases of unsuccessful biliary drainage

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World Journal of Gastroenterology 2024年第1期30卷 70-78页

作者： Alessandro Fugazza Kareem Khalaf Katarzyna M Pawlak Marco Spadaccini Matteo Colombo Marta Andreozzi Marco Giacchetto silvia Carrara Chiara Ferrari Cecilia Binda Benedetto Mangiavillano Andrea Anderloni Alessandro Repici Division of Gastroenterology and Digestive Endoscopy Humanitas Research Hospital-IRCCSRozzano 20089MilanoItaly Division of Gastroenterology St.Michael’s HospitalUniversity of TorontoToronto M5B 1W8ONCanada Department of Anesthesia Humanitas Research Hospital-IRCCSRozzano 20089MilanoItaly Gastroenterology and Digestive Endoscopy Unit Forlì-Cesena HospitalsRomagna 47121Italy Gastrointestinal Endoscopy Unit Humanitas Mater DominiCastellanza 21100Italy Gastroenterology and Digestive Endoscopy Unit Fondazione IRCCS Policlinico San MatteoPavia 27100Italy

This narrative review provides an overview of the utilization of endoscopic ultrasound-guided gallbladder drainage(EUS-GBD)as a salvage approach in cases of unsuccessful conventional ***-GBD is a minimally invasive and effective technique for drainage in patients with acute cholecystitis with high risk of *** procedure has demonstrated impressive technical and clinical success rates with low rates of adverse events,making it a safe and effective option for appropriate ***,EUS-GBD can also serve as a rescue option for patients who have failed endoscopic retrograde cholangiopancreatography or EUS biliary drainage for relief of jaundice in malignant biliary ***,patient selection is critical for the success of EUS-GBD,and proper patient selection and risk assessment are important to ensure the safety and efficacy of the *** the field continues to evolve and mature,ongoing research will further refine our understanding of the benefits and limitations of EUS-GBD,ultimately leading to improved outcomes for patients.

关键词： Endoscopic ultrasound-guided gallbladder drainage Gallbladder drainage Acute cholecystitis Malignant obstruction Interventional endoscopic ultrasound Lumen-apposing metal stents

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Influence of broken kernels content on soybean quality during storage

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Grain & Oil Science and Technology 2024年第2期7卷 105-112页

作者： Lazaro da Costa Correa Canizares Cesar Augusto Gaioso Newiton da Silva Timm silvia Leticia Rivero Meza Adriano Hirsch Ramos Maurício de Oliveira Everton Lutz Moacir Cardoso Elias Department of Agroindustry Science and Technology Federal University of PelotasPelotasRio Grande do Sul 96010-900Brazil Information and Communication Technological Axis Federal Institute of EducationScienceand Technology FarroupilhaCampus PanambiPanambiRio Grande do Sul 98280-000Brazil

Although it is recognized that the post-harvest system is most responsible for the loss of soybean quality,the real impact of this loss is still *** regulation allows 15%and 30%of broken soybean for group I and group II(quality groups),***,the industry is not informed about the loss in the quality parameters of soybeans and its impacts during long-term ***,the objective was to evaluate the effect of the breakage kernel percentage of soybean stored for 12 *** of 15% of breakage kernels did not affect soybean ***,content of 30% of breakage kernels affected significantly soybean quality,which was evidenced by the increase of up to 75% in moldy soybeans,72% in acidity,50% in leached solids,27% in electrical conductivity,and the decrease of up to 12% in soluble protein,6.4% in germination and 3.5% in thousand kernel weight after 8 months of *** the legislation establishes a percentage limit,it is recommended to store soybeans with up to 15% breakage *** the contrary,values higher than that can cause a significant reduction in soybean quality,resulting in commercial losses.

关键词： Soybean quality Breakage kernels Storage problems Grain defects Quality parameters

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Hepatitis B virus reactivation in patients treated with monoclonal antibodies

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World Journal of Virology 2024年第1期13卷 33-37页

作者： silvia De Pauli Martina Grando Giovanni Miotti Marco Zeppieri Department of Internal Medicine Azienda Sanitaria Friuli OccidentaleSan Vito al TagliamentoPordenone 33170Italy Department of Plastic Surgery University Hospital of UdineUdine 33100Italy Department of Ophthalmology University Hospital of UdineUdine 33100Italy

Hepatitis B virus(HBV)reactivation poses a significant clinical challenge,espe-cially in patients undergoing immunosuppressive therapies,including mono-clonal antibody *** manuscript briefly explores the complex rela-tionship between monoclonal antibody therapy and HBV reactivation,drawing upon current literature and clinical case *** delves into the mechanisms underlying this phenomenon,highlighting the importance of risk assessment,monitoring,and prophylactic measures for patients at *** manuscript aims to enhance the understanding of HBV reactivation in the context of monoclonal antibody therapy,ultimately facilitating informed clinical decision-making and improved patient *** paper will also briefly review the definition of HBV activation,assess the risks of reactivation,especially in patients treated with monoclonal antibodies,and consider management for patients with regard to screening,prophylaxis,and treatment.A better understanding of patients at risk can help clinicians provide optimum management to ensure successful patient outcomes and prevent morbidity.

关键词： Hepatitis B virus Reactivation Acute infection Chronic infection Monoclonal antibodies

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Prospective study of hepatitis B and D epidemiology and risk factors in Romania:A 10-year update

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World Journal of Hepatology 2024年第4期16卷 640-649页

作者： Speranta Iacob Liana Gheorghe Mirela Onica Laura Huiban Corina silvia Pop Ciprian Brisc Roxana Sirli Carmen Ester Cristina Mihaela Brisc Sorina Diaconu Ion Rogoveanu Larisa Sandulescu Deiana Vuletici Anca Trifan Department of Gastroenterology Carol Davila University of Medicine and PharmacyBucharest 050474Romania Department of Gastroenterology and Hepatology Fundeni Clinical InstituteBucharest 022328Romania Department of Gastroenterology Grigore T Popa University of Medicine and PharmacyIasi 700115Romania Institute of Gastroenterology and Hepatology Saint Spiridon County HospitalIasi 700111Romania Department of Gastroenterology and Medical Oncology University Emergency Clinical HospitalBucharest 050098Romania Faculty of Medicine and Pharmacy University of OradeaOradea 410087Romania Department of Gastroenterology Emergency County HospitalOradea 410169Romania Center for Advanced Research in Gastroenterology and Hepatology Department of Gastroenterology and Hepatology“Victor Babeş”University of Medicine and PharmacyTimisoara 300041Romania Department of Gastroenterology and Hepatology TimişCounty Emergency Clinical Hospital"Pius Branzeu"Timisoara 300723Romania Department of Internal Medicine II and Gastroenterology University Emergency Clinical HospitalBucharest 050098Romania Department of Gastroenterology University of Medicine and PharmacyCraiova 200349Romania Department of Cardiology Emergency County HospitalCraiova 200642Romania Department of Gastroenterology Research Center of Gastroenterology and HepatologyUniversity of Medicine and PharmacyCraiova 200349Romania Department of Gastroenterology Emergency County HospitalCraiova 200642Romania Department of Gastroenterology Faculty of MedicineGrigore T Popa University of Medicine and PharmacyIasi 700115Romania

BACKGROUND The global burden of hepatitis D virus(HDV)infection represents a major medical challenge and a public health crisis ***,there is a lack of accurate data on the epidemiology and risk factors for *** B virus(HBV)and HDV coinfection causes the most severe form of viral hepatitis,leading to a higher cumulative incidence of liver-related events compared with HBV monoinfection,including the need for liver transplantation and *** To investigate the epidemiology,natural history,risk factors and clinical management of HBV and HDV coinfection in Romanian *** This prospective study was conducted between January and July 2022 in six tertiary gastroenterology and hepatology referral centres in *** consecutive adults admitted for any gastroenterology diagnosis who were HBV-positive were *** with acute hepatitis or incomplete data were *** the 25390 individuals who presented with any type of gastroenterology diagnosis during the study period,963 met the inclusion *** for anti-HDV antibodies and HDV RNA was performed for all *** and risk factor data were collected by investigators using medical charts and patient *** data were stored in an anonymized online database during the *** The prevalence of HBV was 3.8%;among these patients,the prevalence of HBV/HDV coinfection was 33.1%.The median age of the study population was 54.0 years,and it consisted of 55.1%men.A higher prevalence of HBV/HDV coinfection was observed in patients 50–69 years *** with HBV/HDV coinfection were significantly older than those with HBV monoinfection(P=0.03).Multivariate multiple regression analysis identified female gender(P=0.0006),imprisonment(P<0.0001),older age at diagnosis(P=0.01)and sexual contact with persons with known viral hepatitis(P=0.0003)as significant risk factors for *** This study shows that HDV infection among those with HBV re

关键词： Epidemiology Hepatitis B Hepatitis D Natural history Risk factors Romania

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Advancing prognostic understanding in hepatocellular carcinoma through the integration of genomic instability and lncRNA signatures: GILncSig model

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World Journal of Gastrointestinal Surgery 2024年第9期16卷 2774-2777页

作者： Marco Bocchetti Gabriella Misso silvia Zappavigna Marianna Scrima Michele Caraglia Francesca Pentimalli Alessia Maria Cossu Department of Precision Medicine University of Campania“Luigi Vanvitelli”Naples 80138Italy Department of Molecular and Precision Oncology Biogem ScarlInstitute of Genetic ResearchAriano Irpino 83031Italy Department of Medicine and Surgery LUM University Giuseppe De GennaroCasamassima 70010Italy

The recently published study by Duan et al introduces a promising method that combines genomic instability and long non-coding RNAs to improve the prognostic evaluation of hepatocellular carcinoma(HCC),a deadly cancer associated with considerable morbidity and *** editorial aims to analyze the methodology,key findings,and broader implications of the study within the fields of gastroenterology and oncological surgery,highlighting the shift towards precision medicine in the management of HCC.

关键词： Genomic instability Long non-coding RNA Hepatocellular carcinoma Prognosis

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Ventriculo-atrial shunt with occlusion of the internal jugular vein: operative experience and surgical technique

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中华神经外科杂志(英文) 2024年第2期10卷 1-8页

作者： Quintero silvia Tatiana Ramirez-Velandia Felipe Moreno Andres Felipe Hortua Vera Lina Rugeles Paula Gonzalez Rafael Augusto Azuero Pontificia Universidad Javeriana Clinica Medilaser S.A.S. Clinica Chicamocha Bucaramanga Santander Colombia Neurology and Neurosurgery Research Group Pontificia Universidad Javeriana Bogotá D.C. Colombia Universidad Industrial de Santander Clinica Chicamocha Bucaramanga Colombia Universidad Autónoma de Bucaramanga Clinica Chicamocha Bucaramanga Colombia Clinica Chicamocha Bucaramanga Santander Colombia

Background Ventricular shunts are one of the most frequent techniques used for the management of hydrocephalus. The ventriculoperitoneal shunt (VPS) is the most commonly performed procedure, and the ventriculoatrial shunt (VAS) is the second option in most medical centers. The main objective of this study is to introduce and describe a surgical approach for VAS outlining our experience and comparing it with traditional shunting *** In this retrospective cohort comparison study, we included patients with hydrocephalus treated with a surgical procedure between January 2010 and February 2021 at a single academic institution. We categorized the procedures into two groups: patients with VPS and conventional VAS grouped together into the conventional technique (CT) group, and the second group was patients with whom we performed VAS with complete internal jugular vein occlusion (IJVOT). We compared the surgical time, postoperative complications, and occurrence of shunt failure among the groups by performing univariate analysis using the Fisher exact *** Out of the 106 patients included in the analysis, IJVOT was performed in 66 patients, and CT in 40 patients. The median surgical time was 60 min (IQR 60-90) for IJVOT versus 100 min (IQR 60-120) for CT (p < 0.01). In the follow-up a month after the procedure, 83.3% of patients with IJVOT and 62.5% of patients with CT did not require shunt removal or shunt revision (p < 0.01). Shunt revision rates were 12.5% and 1.5% for CT while 1.5% and 2.5% for IJVOT at 1 and 6 months after the *** Our findings demonstrate that VAS with IJVOT is a safe method that exhibited shorter surgical times and outcomes comparable to CT. However, since the present study represents the first cohort evaluating IJVOT, it is imperative to conduct larger prospective studies, along with clinical trials, to fully explore and establish efficacy, long-term outcomes, and an in-depth comparison among shunting techniques

关键词： Hydrocephalus Ventriculoatrial shunting Internal jugular vein Operative time Complications Shunt removal

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Exploring conservative management for cervical intraepithelial neoplasia grade 2 in organised cervical cancer screening programmes:a multicentre study in Italy

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Family Medicine and Community Health 2024年第S2期12卷 1-7页

作者： silvia Gori Helena Frayle Alessio Pagan Marika Soldà Cesare Romagnolo Egle Insacco Licia Laurino Mario Matteucci Giuseppe Sordi Enrico Busato Manuel Zorzi Tiziano Maggino Annarosa Del Mistro CIN2 study Working Group Veneto Institute of Oncology IOV-IRCCS PadovaItaly Local Health Unit Marca Trevigiana TrevisoItaly Local Health Unit Serenissima VeneziaItaly Obstetrics and Gynecology Azienda Ospedale UniversitàPadovaItaly Local Health Unit Scaligera VeronaItaly Veneto Tumour Registry Azienda ZeroPadovaItaly 不详

Cervical intraepithelial neoplasia grade 2(CIN2)lesions may regress spontaneously,offering an alternative to immediate treatment,especially for women of childbearing age(15–45 years).We conducted a prospective multicentre study on conservative CIN2 management,with semiannual follow-up visits over 24 months,biomarkers’investigation and treatment for progression to CIN3+or CIN2 persistence for more than 12 ***,we assess women’s willingness to participate and adherence to the study *** study was set in population-based organised cervical cancer *** April 2019 to October 2021,640 CIN2 cases were diagnosed in women aged 25–64 participating in the screening *** to our predefined inclusion and exclusion criteria,228(35.6%)women were not eligible;93(22.6%)of the 412 eligible refused,and 319(77.4%)were *** for personal reasons(ie,desire to become pregnant,anxiety,difficulty in complying with the study protocol)and external barriers(ie,residence elsewhere and language problems)accounted for 71%and 17%,*** 9%expressed a preference for *** primary ineligibility factor was the upper age limit of 45 *** enrolment,12(4%)women without evidence of progression requested treatment,125(39%)were lost to follow-up(mostly after 6–12 months)and 182(57%)remained ***,40%of enrolees did not fully adhere to the protocol,whereas only 5%(20/412)of the eligible women desired *** study demonstrates a good acceptance of conservative management for CIN2 lesions by the women,supporting its implementation within cervical screening programmes.

关键词： cervical conservative centre

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Secondary Metabolites of Entomopathogenic Fungi, Biological Alternative for the Control of Agricultural Pests and Disease: Present and Perspectives

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Advances in Enzyme Research 2024年第1期12卷 1-15页

作者： Nallely San Juan-Maldonado silvia Rodríguez-Navarro Alejandro Angel-Cuapio José Norberto Vásquez Bonilla Juan Esteban Barranco-Florido Departamento de Producció n Agr&#237cola y Animal Universidad Aut&#243noma Metropolitana Unidad Xochimilco Ciudad de M&#233xico M&#233xico Divisió n de Ingenier&#237a Qu&#237mica y Bioqu&#237mica Tecnol&#243gico Nacional de M&#233xico/TES de Ecatepec Ecatepec de Morelos M&#233xico Departamento de Sistemas Bioló gicos Universidad Aut&#243noma Metropolitana Unidad Xochimilco Ciudad de M&#233xico M&#233xico

The use of entomopathogenic fungi (EF) in recent years has been highly effective against the different orders of insects considered pests of agricultural importance and their conidia have been commonly applied, but it has been reported that these are sensitive to the environmental conditions. For this reason, biopesticides products have been formulated based on secondary metabolites, recently. These biomolecules participate as biological control agent, such as: cyclic depsipeptides, amino acids, polyketides, polyphenols and terpenoids, affecting their morphology, life cycle and insect behavior. The use of secondary metabolites of entomopathogenic fungi opens the possibility of application in a more efficient way for the control of agricultural pests in a compatible with the environment and human health;therefore, it is important to know, analyzing the type of molecules, their effects, and their different methods of application.

关键词： Secondary Metabolites Entomopathogenic Fungi Biological Control Agent

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Enhancing sensitivity of triple-negative breast cancer to DNA-damaging therapy through chemical inhibition of the m6A methyltransferase METTL3

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Cancer Communications 2024年第2期44卷 282-286页

作者： Bianca Cesaro Alessia Iaiza Fabio Piscopo Marco Tarullo Eleonora Cesari Dante Rotili Antonello Mai Alberto Diana Michela Londero Luca Del Giacco Riccardo Masetti Alba Di Leone Chiara Naro silvia Masciarelli Giulia Fontemaggi Claudio Sette Francesco Fazi Alessandro Fatica Department of Anatomical HistologicalForensic&Orthopedic SciencesSection of Histology&Medical EmbryologySapienza University of RomeRomeItaly Department of Biology and Biotechnologies“Charles Darwin” Sapienza University of RomeRomeItaly GSTeP Organoids Research Core Facility Fondazione Policlinico A.Gemelli Istituto di Ricovero e Cura a Carattere Scientifico(IRCCS)RomeItaly Department of Drug Chemistry and Technologies Sapienza University of RomeRomeItaly Pasteur Institute Cenci-Bolognetti FoundationSapienza University of RomeRomeItaly Department of BioSciences University of MilanMilanItaly Multidisciplinary Breast Center Dipartimento Scienze della Salute della Donna e del Bambino e di SanitàPubblicaCatholic University of the Sacred HeartRomeItaly Department of Neuroscience Section of Human AnatomyCatholic University of the Sacred HeartRomeItaly Oncogenomic and Epigenetic Unit IRCCS Regina Elena National Cancer InstituteRomeItaly

Dear Editor,N 6-methyladenosine(m^(6)A)is a critical mRNA modi-fication catalyzed by the enzyme methyltransferase-like 3(METTL3),with implications in RNA ***3 upregulation is associated with cancer progres-sion,metast... 详细信息

关键词： cancer methyltransferase metastasis

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