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big data in healthcare:Conceptual network structure,key challenges and opportunities

数字通信与网络:英文版 2023年第4期9卷 856-868页

作者： leonardo b.furstenaua Pedro Leivas Michele Kremer Sott Michael S.Dohan Jose Ricardo Lopez-Robles Manuel J.Cobo Nicola Luigi bragazzi Kim-Kwang Raymond Choo Post-Graduate Program in Industrial Engineering Federal University of Rio Grande Do SulPorto Alegre90035-190Brazil University of Santa Cruz Do Sul Av.Independencia 2293Santa Cruz Do SulRSBrazil business School Unisinos UniversityAv.Dr.Nilo Peçanha 160091330-002Porto AlegreBrazil Faculty of business Administration Lakehead UniversityThunder BayOntarioCanada Autonomous University of Zacatecas Av.Ramon Lopez Velarde Col.CentroZacatecas98000Mexico Department of Computer Science and Artificial Intelligence Andalusian Research Institute in Data Science and Computational Intelligence(DaSCI)University of GranadaGranada 18071Spain York University ON M3J 1P3Canada Department of Information Systems and Cyber Security University of Texas at San AntonioSan AntonioTX78249USA

big data is a concept that deals with large or complex data sets by using data analysis tools(e.g.,data mining,machine learning)to analyze information extracted from several sources *** data has attracted wide attention from academia,for example,in supporting patients and health professionals by improving the accuracy of decision-making,diagnosis and disease *** research aimed to perform a bibliometric Performance and Network Analysis(bPNA)supported by a Scoping Review(SR)to depict the strategic themes,thematic evolution structure,main challenges and opportunities related to the concept of big data applied in the healthcare *** this goal in mind,4857 documents from the Web of Science covering the period between 2009 to June 2020 were analyzed with the support of SciMAT *** bibliometric performance showed the number of publications and citations over time,scientific productivity and the geographic distribution of publications and research *** strategic diagram yielded 20 clusters and their relative importance in terms of centrality and *** thematic evolution structure presented the most important themes and how it changes over ***,we presented the main challenges and future opportunities of big data in healthcare.

关键词： big data Healthcare digitalization bibliometric Strategic intelligence Co-word analysis SciMAT

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Stochastic seismic inversion and bayesian facies classification applied to porosity modeling and igneous rock identification

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Petroleum Science 2024年第2期21卷 918-935页

作者： Fábio Júnior Damasceno Fernandes leonardo Teixeira Antonio Fernando Menezes Freire Wagner Moreira Lupinacci Exploratory Interpretation and Reservoir Characterization Group(GIECAR) Department of Geology and GeophysicsFederal Fluminense UniversityNiter oiRJ24210-346Brazil Petrobras Rio de JaneiroRJ20231-030Brazil National Institute of Science and Technology of Petroleum Geophysics(INCT-GP/CNPQ) Niter oiRJ24210-346Brazil

We apply stochastic seismic inversion and bayesian facies classification for porosity modeling and igneous rock identification in the presalt interval of the Santos basin. This integration of seismic and well-derived information enhances reservoir characterization. Stochastic inversion and bayesian classification are powerful tools because they permit addressing the uncertainties in the model. We used the ES-MDA algorithm to achieve the realizations equivalent to the percentiles P10, P50, and P90 of acoustic impedance, a novel method for acoustic inversion in presalt. The facies were divided into five: reservoir 1,reservoir 2, tight carbonates, clayey rocks, and igneous rocks. To deal with the overlaps in acoustic impedance values of facies, we included geological information using a priori probability, indicating that structural highs are reservoir-dominated. To illustrate our approach, we conducted porosity modeling using facies-related rock-physics models for rock-physics inversion in an area with a well drilled in a coquina bank and evaluated the thickness and extension of an igneous intrusion near the carbonate-salt interface. The modeled porosity and the classified seismic facies are in good agreement with the ones observed in the wells. Notably, the coquinas bank presents an improvement in the porosity towards the top. The a priori probability model was crucial for limiting the clayey rocks to the structural lows. In Well b, the hit rate of the igneous rock in the three scenarios is higher than 60%, showing an excellent thickness-prediction capability.

关键词： Stochastic inversion bayesian classification Porosity modeling Carbonate reservoirs Igneous rocks

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Spatial analysis of Dengue through the reproduction numbers relating to socioeconomic features:Case studies on two brazilian urban centers

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Infectious Disease Modelling 2024年第1期9卷 142-157页

作者： Ana T.C.Silva Rejane C.Dorn Lívia R.Tomás leonardo b.L.Santos Lacita M.Skalinski Suani T.R.Pinho Departamento de Física Universidade Estadual de Feira de SantanaAv.Transnordestinas/n.Novo HorizonteFeira de Santana44036-900BABrazil Instituto de Física Universidade Federal da BahiaRua Barão de Jeremoabo s/nCampus Universitário de OndinaSalvador40170-115BABrazil Centro Nacional de Monitoramento e Alertas de Desastres Naturais(CEMADEN) Estrada Dr.Altino Bondensan500São Josédos Campos12247-016SPBrazil Universidade Estadual de Santa Cruz Campus Soane Nazaréde AndradeRodovia Jorge AmadoKm 16SalobrinhoIlhéus45662-900BABrazil Instituto de Saúde Coletiva Universidade Federal da BahiaR.Basílio da Gamas/n-CanelaSalvador40110-140BABrazil Instituto Nacional de Ciência e Tecnologia-Sistemas Complexos Virtual InstitutionBrazil

The study of the propagation of infectious diseases in urban centers finds a close connection with their population's social characteristics and *** work performs a spatial analysis of dengue cases in urban centers based on the basic reproduction numbers,R0,and incidence by planning areas(PAs),as well as their correlations with the Human Development Index(HDI)and the number of *** analyzed dengue epidemics in 2002 at two brazilian urban centers,belo Horizonte(bH)and Rio de Janeiro(RJ),using PAs as spatial *** results reveal heterogeneous spatial scenarios for both cities,with very weak correlations between R0 and both the number of trips and the HDI;in bH,the values of R0 show a less spatial heterogeneous pattern than in *** bH,there are moderate correlations between incidence and both the number of trips and the HDI;meanwhile,they weakly correlate for ***,the absence of strong correlations between the considered measures indicates that the transmission process should be treated considering the city as a whole.

关键词： Dengue Mathematical mode lbasic reproduction number Urban mobility Urban indices

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Clinical implications of single cell sequencing for bladder cancer

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Oncology Research 2024年第4期32卷 597-605页

作者： REZA YADOLLAHVANDMIANDOAb MEHRSA JALALIZADEH FRANCIELE APARECIDA VECHIA DIONATO KEINI bUOSI PATRÍCIA A.F.LEME LUCIANA S.b.DAL COL CRISTIANE F.GIACOMELLI ALEX DIAS ASSIS NASIM bASHIRICHELKASARI leonardo OLIVEIRA REIS UroScience School of Medical SciencesUniversity of CampinasUNICAMPCampinasSao Paulo13083-872Brazil ImmunOncology Pontifical Catholic University of CampinasPUC-CampinasCampinasSao Paulo13087-571Brazil

bladder cancer(bC)is the 10th most common cancer worldwide,with about 0.5 million reported new cases and about 0.2 million deaths per *** this scoping review,we summarize the current evidence regarding the clinical implications of single-cell sequencing for bladder cancer based on PRISMA *** searched PubMed,CENTRAL,Embase,and supplemented with manual searches through the Scopus,and Web of Science for published studies until February *** included original studies that used at least one single-cell technology to study bladder ***-one publications were included in the ***-nine studies showed that this technology can identify cell subtypes in the tumor microenvironment that may predict prognosis or response to immune checkpoint inhibition *** studies were able to diagnose bC by identifying neoplastic cells through single-cell sequencing urine *** remaining studies were mainly a preclinical exploration of tumor microenvironment at single cell ***-cell sequencing technology can discriminate heterogeneity in bladder tumor cells and determine the key molecular properties that can lead to the discovery of novel perspectives on cancer *** nascent tool can advance the early diagnosis,prognosis judgment,and targeted therapy of bladder cancer.

关键词： bladder cancer Urothelial carcinoma Transitional cell carcinoma Single-cell sequencing Tumor heterogeneity Immunotherapy Scoping review Tumor microenvironment

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bruton’s tyrosine kinase inhibitors in primary central nervous system lymphoma:New hopes on the horizon

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World Journal of Clinical Oncology 2024年第5期15卷 587-590页

作者： leonardo S Lino-Silva Sabrina b Martínez-Villavicencio Luisa Fernanda Rivera-Moncada Department of Pathology Oncology National Cancer Institute(Mexico)TlalpanMexico City 14080Mexico

In this editorial,we comment on the article by Wang et *** manuscript explores the potential synergistic effects of combining zanubrutinib,a novel oral inhibitor of bruton’s tyrosine kinase,with high-dose methotrexate(HD-MTX)as a therapeutic intervention for primary central nervous system lymphoma(PCNSL).The study involves a retrospective analysis of 19 PCNSL patients,highlighting clinicopathological characteristics,treatment outcomes,and genomic *** results indicate the combination’s good tolerance and strong antitumor activity,with an 84.2%overall response *** authors emphasize the potential of zanubrutinib to modulate key genomic features of PCNSL,particularly mutations in myeloid differentiation primary response 88 and cluster of differentiation ***,the study investigates the role of circulating tumor DNA in cerebrospinal fluid for disease surveillance and treatment response *** essence,the study provides valuable insights into the potential of combining zanubrutinib with HD-MTX as a frontline therapeutic regimen for *** findings underscore the importance of exploring alternative treatment modalities and monitoring genomic and liquid biopsy markers to optimize patient *** the findings suggest promise,the study’s limitations should be considered,and further research is needed to establish the clinical relevance of this therapeutic approach for PCNSL.

关键词： Primary central nervous system lymphoma Zanubrutinib bruton’s tyrosine kinase Prognosis Myeloid differentiation primary response 88 gene Cluster of differentiation 79b gene

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Why Sustainable Porous Carbon Should be Further Explored as Radar-Absorbing Material? A Comparative Study with Different Nanostructured Carbons

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Journal of Renewable Materials 2024年第10期12卷 1639-1659页

作者： Alan F.N.boss Manuella G.C.Munhoz Gisele Amaral-Labat Rodrigo G.A.Lima leonardo I.Medeiros Nila C.F.L.Medeiros beatriz C.S.Fonseca Flavia L.braghiroli Guilherme F.b.Lenz e Silva Department of Metallurgical and Materials Engineering University of de São PauloAvenida Mello MoraesCidade UniversitáriaSão PauloSP 05508-030Brazil Coordination of Applied Research and Technological Development National Institute for Space ResearchAvenida dos AstronautasJardim da GranjaSão Josédos CamposSP 12227-010Brazil Department of Exact and Technological Sciences Santa Cruz State UniversityRodovia Jorge Amadokm16IlhéusBA 45662900Brazil Institut de recherche sur les forêts Universitédu Québec en Abitibi-TémiscamingueRouyn-Noranda445 Bd de l’UniversitéRouyn-NorandaQC J9X 5E4Canada

Radar Absorbing Materials(RAM)are a class of composites that can attenuate incident electromagnetic waves to avoid radar *** carbon allotropes that have the potential to be used as RAM are either carbon nano-tubes(CNTs),graphene,carbon black(Cb)and ultimately,sustainable porous carbon(SPC).Here,black wattle bark waste(following tannin extraction)was used as a sustainable source to produce SPC made from biomass *** was characterized and used as aﬁller for a silicone rubber matrix to produce aﬂexible *** elec-tromagnetic performance of this composite was compared with composites made with commercial Cb and CNT through reﬂection loss(RL),where-10 db is equivalent to 90%of *** composites were evaluated in single-layer,double-layer,and as radar absorbing structures(RAS)with the aim of improving their effective absorption bandwidth(EAb)performances and a reduction in *** CNT composite presented a RL of-26.85 db at 10.89 GHz and an EAb of 2.6 GHz with a 1.9 mm thickness,while the double-layer structures using CNT and SPC provided a RL of-19.74 db at 10.75 GHz and an EAb of 2.51 ***,the double-layer structures are~42%cheaper than the composite using only CNT since less material is ***,the largest EAb was achieved with a RAS using SPC,reaching~2.8 GHz and a RL of-49.09 db at 10.4 ***,SPC made of black wattle bark waste can be a competitive,alternative material for use as RAM and RAS since it is cheaper,sustainable,and suitable for daily life uses such as absorbers for anechoic chambers,sensors,and elec-tromagnetic interference shields for electronics,wallets,vehicles,and others.

关键词： Microwave absorption material tannin waste dielectric constant carbon composite reﬂectivity

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Review of Albanian studies suggests the need for further efforts to counteract significant hepatitis b virus prevalence

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World Journal of Virology 2024年第4期13卷 111-119页

作者： Jerina Jaho Fatjona Kamberi Enkeleint A Mechili Agreta bicaj Paola Carnì leonardo baiocchi Faculty of Health University of Vlore“Ismail Qemali”Vlore 9400Albania Department of Hepatology University of Tor VergataRome 00133Italy Postgraduate School in Gastroenterology Our Lady of Good Counsel UniversityTirana 1001Albania Faculty of Medicine Our Lady of Good Counsel UniversityTirana 1001Albania

bACKGROUND Hepatitis b virus(HbV)is categorized as one of the smallest enveloped DNA viruses and is the prototypical virus of the Hepatoviridae *** is usually transmitted through body fluids such as blood,semen,and vaginal *** majority(more than 95%)of immunocompetent adults infected with HbV spontaneously clear the *** the context of the high prevalence of HbV infection in Albania,the research gap is characterized by the lack of studies aimed at advancing the current understanding and improving the prevailing *** main objective of this study was to address the low rate of HbV diagnosis and the lack of a comprehensive national program to facilitate widespread *** To analyze the prevalence of HbV infection in Albania and elucidate the persistently high prevalence despite efforts and measures *** Using a systematic literature review,we collected existing research on the epidemiology of HbV in Albania from PubMed,Cochrane Library,Google Scholar,and Albanian Medical Journals,focusing on studies published after the 1980s and conducted solely in the Albanian *** The findings reveal a dynamic shift in HbV prevalence in Albania over several *** high,the prevalence gradually declined following the implementation of screening and vaccination ***,the prevalence rates have remained notably high,exceeding 8%in recent *** factors include vertical transmission,inadequate healthcare infrastructure,and challenges in screening and *** among Albanian refugees in neighboring countries also reported high prevalence rates,emphasizing the need for transnational *** advancements in screening,vaccination,and healthcare infrastructure,Albania continues to face a substantial burden of HbV *** The persistence of high prevalence underscores the complexity of the issue,requiring ongoing efforts to ensure a comprehensive understand

关键词： Albania Hepatitis b virus Epidemiology Vaccination Systematic review

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In Silico and in Vitro Analysis of Pyrazolone Derivatives against Zika Virus and Identification of Potential NS5 Methyltransferase Inhibitors by Molecular Docking

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Journal of biosciences and Medicines 2024年第7期12卷 214-229页

作者： Luciene Soares Silva Tiago Soares barbosa Maria Leonisa Sanchez-Nuñez Aldenise Mont Serrat Rosa da Silva Vitor Won-Held Rabelo leonardo dos Santos Corrêa Amorim leonardo Alves Miceli Percilene Fazolin Vegi Alice bernardino Helena Carla Castro Izabel Christina Nunes de Palmer Paixão Science and biotechnology Graduate Program Department of Cellular and Molecular Biology Institute of Biology Fluminense Federal University Niteri Brazil Science and biotechnology Graduate Program Department of Cellular and Molecular Biology Institute of Biology Fluminense Federal University Niterói Brazil Laboratory of Antibiotics Biochemistry Teaching and Molecular Modeling Institute of Biology Fluminense Federal University Niterói Brazil Laboratory of Organic Chemistry at the Institute of Chemistry Institute of Biology Fluminense Federal University Niterói Brazil

Zika virus (ZIKV), a mosquito-borne flavivirus, has been associated with benign infections for decades. However, it has become a public health concern due to its association with severe fetal and neurological complications. Although many efforts have been made to control ZIKV infection, approved vaccines or antiviral drugs are still lacking. Consequently, the development of new effective anti-ZIKV agents is urgently needed. In this context, we investigated the antiviral potential of pyrazolone derivatives against ZIKV replication using in silico and in vitro methods. The four pyrazolone derivatives evaluated (1a, 1b, 1c, and 1d) inhibited over 50% of ZIKV replication with low cytotoxicity. Among them, compound 1b exhibited the most potent activity (EC50 = 4.3 μM) and the highest selectivity (SI = 342). Mechanism of action studies indicated that these compounds act at early stages of virus replication, and compound 1b can also directly inactivate ZIKV particles. Molecular docking studies suggested that these compounds can bind to and block the activity of ZIKV NS5 methyltransferase. Finally, pharmacokinetic and toxicological predictions have reinforced the safety and drug-like profiles of these derivatives. In conclusion, the pyrazolone scaffold proved to be valuable for anti-ZIKV drug development, and the derivatives studied deserve further investigation.

关键词： Zika Pyrazolone NS5 Methyltransferase Antivirals

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Exact recession velocity and cosmic redshift based on cosmological principle and Yang-Mills gravity

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Chinese Physics C 2019年第10期43卷 105-111页

作者： leonardo Hsu Jong-Ping Hsu College of Education and Human Development University of MinnesotaMinneapolisMN 55455USA Department of Chemistry and PhysicsSanta Rosa Junior CollegeSanta RosaCA 95401USA Department of Physics University of Massachusetts DartmouthNorth DartmouthMA 02747-2300USA

based on the cosmological principle and quantum Yang-Mills gravity in the super-macroscopic limit, we obtain an exact recession velocity and cosmic redshift z, as measured in an inertial frame F≡F(t,x,y,z). For a matter-dominated universe, we have the effective cosmic metric tensor Gμν(t)=(b^2(t),-A^2(t),-A^2(t),-A^2(t)), A∝b∝t^1/2, where t has the operational meaning of time in F frame. We assume a cosmic action S≡Scos involving Gμν(t) and derive the ‘Okubo equation’ of motion, G^μν(t)■μS■νS-m^2=0, for a distant galaxy with mass m. This cosmic equation predicts an exact recession velocity, r=rH/[1/2+√1/4+r^2H^2/C0^2]b/A, as observed in the inertial frame F. For small velocities, we have the usual Hubble's law r≈rH for recession velocities. Following the formulation of the accelerated Wu-Doppler effect, we investigate cosmic redshifts z as measured in F. It is natural to assume the massless Okubo equation, G^μν(t)■μψe■νψe=0, for light emitted from accelerated distant galaxies. based on the principle of limiting continuation of physical laws, we obtain a transformation for covariant wave 4-vectors between and inertial and an accelerated frame, and predict a relationship for the exact recession velocity and cosmic redshift, z=[(1+Vr)/(1-Vr^2)1/2]-1, where Vr=r/Cobserved in the inertial frame F. These predictions of the cosmic model are consistent with experiments for small velocities and should be further tested.

关键词： Yang-Mills gravity recession velocity speed limit of recession velocity redshift

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Science Letters:Detection of Catabacter hongkongensis in polluted European water samples

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Journal of Zhejiang University-Science b(biomedicine & biotechnology) 2009年第12期10卷 867-869页

作者： Francesc CODONY bárbara ADRADOS leonardo Martín PéREZ Mariana FITTIPALDI Jordi MORATó Health and Environmental Laboratory (MSMLab) Universitat Politècnica de CatalunyaViolinista Vellsolà 37 08222 Terrassa Barcelona Spain Mataró Waters-Municipal Laboratory C/Pitágores 1-7 08302 Mataró Barcelona Spain

The Catabacteriaceae is a new bacterial family aerobic, non-sporulating, Gram-positive coccobacillus that is with a unique member： Catabacter hongkongensis is a strictly anphylogenetically related to some clostridial clusters. Little is known of its epidemiology and environmental distribution, but the inclusion of its 16S rRNA gene sequence in Genbank has allowed it to be detected qualitatively. As a first approach for prospective surveys, a real-time polymerase chain reaction （PCR） procedure to identify C. hongkongensis has been developed. The presence of Catabacteriaceae in 29 water bodies subjected to possible human or animal impact has been investigated. Four of them were positive. The results confirm that highly polluted water can contain C hongkongensis.

关键词： Catabacter hongkongensis Real-time polymerase chain reaction (PCR) Environmental water samoles

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