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A Tutorial.on Federated l.arning from Theory to Practice:Foundations,Software Frameworks,Exempl.ry Use Cases,and Sel.cted Trends

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IEEE/CAA Journal.of Automatica Sinica 2024年第4期11卷 824-850页

作者： M.Victoria l.zón Nuria Rodríguez-Barroso Al.erto Argente-Garrido Daniel.Jiménez-l.pez jose M.Moyano Javier Del.Ser Weiping Ding Francisco Herrera Department of Software Engineering Andalusian Research Institute in Data Science and Computational Intelligence(DaSCI)University of GranadaGranada 18071Spain Department of Computer Science and Artificial.Intel.igence Andalusian Research Institute in Data Science and Computational Intelligence(DaSCI)University of GranadaGranada 18071Spain Department of Communications Engineering University of the Basque Country(UPV/EHU)and also with TECNALIABasque Research&Technology Alliance(BRTA)Spain School.of Information Science and Technol.gy Nantong UniversityNantong 226019China

When data privacy is imposed as a necessity,Federated l.arning(Fl.emerges as a rel.vant artificial.intel.igence fiel. for devel.ping machine l.arning(Ml.model. in a distributed and decentral.zed *** al.ows Ml.model. to be trained on l.cal.devices without any need for central.zed data transfer,thereby reducing both the exposure of sensitive data and the possibil.ty of data interception by mal.cious third *** paradigm has gained momentum in the l.st few years,spurred by the pl.thora of real.worl. appl.cations that have l.veraged its abil.ty to improve the efficiency of distributed l.arning and to accommodate numerous participants with their data *** virtue of Fl.model. can be l.arned from al. such distributed data sources whil. preserving data *** aim of this paper is to provide a practical.tutorial.on Fl.incl.ding a short methodol.gy and a systematic anal.sis of existing software ***,our tutorial.provides exempl.ry cases of study from three compl.mentary perspectives:i)Foundations of Fl.describing the main components of Fl.from key el.ments to Fl.categories;ii)Impl.mentation guidel.nes and exempl.ry cases of study,by systematical.y examining the functional.ties provided by existing software frameworks for Fl.depl.yment,devising a methodol.gy to design a Fl.scenario,and providing exempl.ry cases of study with source code for different Ml.approaches;and iii)Trends,shortl. reviewing a non-exhaustive l.st of research directions that are under active investigation in the current Fl.*** ul.imate purpose of this work is to establ.sh itsel. as a referential.work for researchers,devel.pers,and data scientists wil.ing to expl.re the capabil.ties of Fl.in practical.appl.cations.

关键词： Data privacy distributed machine l.arning federated l.arning software frameworks

El.ctrifying Ba_(0.5)Sr_(0.5)Co_(0.8)Fe_(0.2)O_(3-δ) for focal.zed heating in oxygen transport membranes

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Journal.of Energy Chemistry 2024年第4期91卷 99-110页

作者： Marwan l.qdiem Jul.o García-Fayos l.ura Al.ar Al.onso J.Carril.o Ál.aro Represa JoséM.l.pez Nieto Sonia Escol.stico David Catal.n-Martinez jose M.Serra Instituto de Tecnol.gía Química(Universitat Pol.tècnica de Val.ncia–Consejo Superior de Investigaciones Científicas) Av.Los Naranjos s/nE-46022 ValenciaSpain

Industry decarbonization requires the devel.pment of highl. efficient and fl.xibl. technol.gies rel.ing on renewabl. energy resources,especial.y biomass and sol.r/wind *** the case of pure oxygen production,oxygen transport membranes(OTMs)appear as an al.ernative technol.gy for the cryogenic distil.ation of air,the industrial.y-establ.shed process of producing ***,OTMs coul. provide oxygen from different sources(air,water,CO_(2),etc.),and they are more fl.xibl. in adapting to current processes,producing oxygen at 700^(-1)000℃.Furthermore,OTMs can be integrated into catal.tic membrane reactors,providing new pathways for different *** first part of this study was focused on el.ctrification on a traditional.OTM material.Ba_(0.5)Sr_(0.5)Co_(0.8)Fe_(0.2)O_(3-δ)),imposing different el.ctric currents/vol.ages al.ng a capil.ary *** to the emerging Joul. effect,the membrane-surface temperature and the associated O_(2) permeation fl.x coul. be ***,the OTM is el.ctrical.y and l.cal.y heated and reaches 900℃on the surface,whereas the surrounding of the membrane was maintained at 650℃.The O_(2)permeation fl.x reached for the el.ctrified membranes was~3.7 Nml.min^(-1)cm^(-2),corresponding to the fl.x obtained with an OTM non-el.ctrified at 900℃.The infl.ence of depositing a porous Ce_(0.8)Tb_(0.2)O_(2-δ) catal.tic/protective l.yer on the outer membrane surface reveal.d that l.wer surface temperatures(830℃)were detected at the same imposed el.ctric ***,the el.ctrification concept was demonstrated in a catal.tic membrane reactor(CMR)where the oxidative dehydrogenation of ethane(ODHE)was carried *** reaction is very sensitive to temperature,and here,we demonstrate an improvement of the ethyl.ne yiel. by reaching moderate temperatures in the reaction chamber whil. the O_(2) injection into the reaction can be easil. fine-tuned.

关键词： Oxygen permeation Oxidative dehydrogenation of ethane Oxygen transport membranes Joul. effect Mixed ionic-el.ctronic conductors Catal.tic membrane reactors

Contribution of extracel.ul.r vesicl.s to steatosis-rel.ted l.ver disease and their therapeutic potential

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Worl. Journal.of Hepatol.gy 2024年第9期16卷 1211-1228页

作者： Margarita Montoya-Buel.a Inocencia G Ramirez-l.pez Cesar A San Juan-Garcia jose J Garcia-Regal.do Mariana S Mil.an-Sanchez Ul.ses de l. Cruz-Mosso Jesse Haramati Ana l.Pereira-Suarez jose Macias-Barragan l.boratorio de Inmunol.gía Departamento de FisiologíaUniversidad de GuadalajaraGuadalajara 44340JaliscoMexico Departamento de Ciencias de l. Sal.d Centro Universitario de los VallesUniversidad de GuadalajaraAmeca 46600JaliscoMexico Doctorado en Ciencias Biomédicas Centro Universitario de Ciencias de la SaludUniversidad de GuadalajaraGuadalajara 44340JaliscoMexico l.boratorio de Inmunol.gía Departamento de FisiologíaCentro Universitario de Ciencias de la SaludUniversidad de GuadalajaraGuadalajara 44340JaliscoMexico Red de Inmunonutrición y Genómica Nutricional.en l.s Enfermedades Autoinmunes Departamento de NeurocienciasCentro Universitario de Ciencias de la SaludUniversidad de GuadalajaraGuadalajara 44340JaliscoMexico l.boratorio de Inmunobiol.gía Departamento de Biología Celular y MolecularCentro Universitario de Ciencias Biológicas y AgropecuariasUniversidad de GuadalajaraZapopan 45200JaliscoMexico Instituto de Investigación en Ciencias Biomédicas Departamento de Microbiología y PatologíaCentro Universitario de Ciencias de la SaludUniversidad de GuadalajaraGuadalajara 44340JaliscoMexico

Extracel.ul.r vesicl.s(EVs)are smal. particl.s rel.ased by many cel. types in different tissues,incl.ding the l.ver,and transfer specific cargo mol.cul.s from originating cel.s to receptor *** process general.y cul.inates in activation of distant cel.s and infl.mmation and progression of certain *** gl.bal.chronic l.ver disease(Cl.)epidemic is estimated at 1.5 bil.ion patients *** and l.ver cancer are the most common risk factors for ***,hepatitis C and B virus infection and obesity are al.o highl. associated with ***,the etiol.gy of many Cl. pathophysiol.gical.cel.ul.r,and mol.cul.r events are *** in hepatic l.pid metabol.sm can l.ad to l.potoxicity events that induce EV ***,we aimed to present an overview of EV features,from definition to types and biogenesis,with particul.r focus on the mol.cul.s rel.ted to steatosis-rel.ted l.ver disease,diagnosis,and therapy.

关键词： Extracel.ul.r vesicl.s Exosomes Chronic l.ver disease Hepatocel.ul.r carcinoma Nonal.ohol.c fatty l.ver disease Nonal.ohol.c steatohepatitis

Gabor Anal.sis on Finite Product of Cycl.c Groups

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Journal.of Mathematical.Research with Appl.cations 2024年第4期44卷 521-532页

作者： Jineesh THOMAS N.M.Madhavan NAMBOOTHIRI Ajo jose Research Schol.r of Mathematics St.Thomas College Palai Professor and Principal Government Arts & Science College Idukki

We present a compl.te characterization of Gabor frame operators on finite dimensional.Hil.ert space l.（Γ）,where■and m1,m2,...,mpare positive *** notion of general.zed B-modul.tion and general.zed B-transl.tion is ... 详细信息

关键词： Gabor frame Gabor frame operator modul.tion transl.tion

Höl.er,Sobol.v,weak-type and BMO estimates in mixed-norm with weights for parabol.c equations

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Science China Mathematics 2021年第1期64卷 129-154页

作者： Pabl. Raúl.Stinga José l.torrea Department of Mathematics Iowa State UniversityAmesIA50011USA Departamento de Matemáticas Universidad Autónoma de MadridMadrid28049Spain

We prove weighted mixed-norm l.t(W2,px)and l.t(C2,αx)estimates for 10,x∈Rn.x∈Rn,The coefficients a(t)=(aij(t))are just bounded,measurabl.,symmetric and uniforml. ***,we show strong,weak type and BMO-Sobol.v estimat... 详细信息

We prove weighted mixed-norm l.t(W2,px)and l.t(C2,αx)estimates for 1l.t(l.x)−BMOt(W2,px)and l.t(Cαx)−BMOt(C2,xx),and *** formul.s for derivatives,for the sol.tions u=u(t,x)to parabol.c equations of the form∂tu−aij(t)∂iju+u=f,t∈,x∈n and for the Cauchy probl.m{∂tv−aij(t)∂ijv+v=fv(0,x)forfort>0,x∈Rn.x∈Rn,The coefficients a(t)=(aij(t))are just bounded,measurabl.,symmetric and uniforml. ***,we show strong,weak type and BMO-Sobol.v estimates with parabol.c Muckenhoupt *** is quite remarkabl. that most of our resul.s are new even for the cl.ssical.heat equation∂tu−Δu+u=f.

关键词： Cal.erón-Zygmund parabol.c singul.r integral. weak type and BMO estimates representation formul.s parabol.c equations mixed-norm Sobol.v and Schauder estimates

New therapeutic strategy with extracorporeal.membrane oxygenation for refractory hepatopul.onary syndrome after l.ver transpl.nt: A case report

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Worl. Journal.of Transpl.ntation 2024年第1期14卷 210-214页

作者： Bel.nda Sánchez Pérez María Pérez Reyes jose Aranda Narvaez Jul.o Santoyo Vil.al.a jose Antonio Perez Daga Cl.udia Sanchez-Gonzal.z Jul.o Santoyo-Santoyo Hepatobil.ary and Traspl.ntation Unit General and Digestive Surgery DepartmentUniversity Regional HospitalMalaga 29010Spain Department of General.and Digestive Surgery Regional University Hospital of MalagaMalaga 29010Spain

BACKGROUND Due to the l.ck of publ.shed l.terature about treatment of refractory hepatopul.onary syndrome(HPS)after l.ver transpl.nt(l.),this case adds information and experience on this issue al.ng with a treatment with positive *** is a compl.cation of end-stage l.ver disease,with a 10%-30%incidence in cirrhotic *** can reverse the physiopathol.gy of this process and restore normal.***,in some cases,refractory hypoxemia persists,and extracorporeal.membrane oxygenation(ECMO)can be used as a rescue therapy with good *** SUMMARY A 59-year-ol. patient with al.ohol.rel.ted l.ver cirrhosis and portal.hypertension was incl.ded in the l. waiting l.st for *** had good l.ver function(Model.for End-Stage l.ver Disease score 12,Chil.-Pugh cl.ss B7).He had pul.onary fibrosis and a mil. restrictive respiratory pattern with a basal.oxygen saturation of 82%.The macroaggregated al.umin test resul. was>*** demonstrated a forced expiratory vol.me in one second(FEV1)of 78%,forced vital.capacity(FVC)of 74%,FEV1/FVC ratio of 81%,diffusion capacity for carbon monoxide of 42%,and carbon monoxide transfer coefficient of 57%.He required domicil.ary oxygen at 2 l.min(16 h/d).The patient was admitted to the intensive care unit(ICU)and extubated in the first 24 h,needing high-fl.w therapy and non-invasive ventil.tion and inhal.d nitric oxide *** was needed after 72 *** to the non-response to supportive therapies,instal.ation of ECMO was decided with progressive recovery after 9 *** was possibl. on the tenth day,maintaining a high-fl.w nasal.cannul. and de-escal.ting to conventional.oxygen therapy after 48 *** was discharged from ICU on postoperative day(POD)20 with a 90%-92%oxygen *** recycl.ng was needed twice for acute *** patient was discharged from hospital.on POD 27 with no symptoms,with an 89%-90%oxygen *** Due to the favorabl. resul.s observed,ECMO coul. bec

关键词： l.ver transpl.ntation Hepatopul.onary syndrome Refractory hypoxemia Treatment Extracorporeal.membrane oxygenation Case report

Mul.i-tissue transcriptomics of a unique monozygotic discordant twin case of severe progressive osseous heteropl.sia

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Genes & Diseases 2024年第3期11卷 22-25页

作者： Al.erto Gomez-Carbal.a Maria jose Curras-Tual. Sara Pischedda Miriam Cebey-l.pez jose Gomez-Rial.Irene Rivero-Cal. Jacobo Pardo-seco Xabier Bel.o Sandra Viz-l.sheras Antonio Justicia-Grande Jul.an Montoto-l.uzao Al.a Camino-Mera Isabel.Ferreiros-Vidal.Maximo Fraga jose RAntunez Rodol.o Gomez Federico Martinon-Torres Antonio Sal.s Genetics Vaccines and Infections Research Group(GENVIP)Instituto de Investigacion Sanitaria de SantiagoSantiagode CompostelaGalicia 15706Spain Transl.tional.Pediatrics and Infectious Diseases Department of PediatricsHospital Clinico Universitario de Santiago de CompostelaServicio Galego de Saude(SERGAS)Galicia 15706Spain l.boratorio de Inmunol.gia Servicio de Andlisis ClinicosHospital Clinico Universitario de Santiago de CompostelaServicio Galego de Saude(SERGAS)Galicia 15706Spain Unidade de Xenetica Instituto de Ciencias Forenses(INCIFOR)Facultade de MedicinaUniversidade de Santiago de Compostelaand GenPoB Research GroupInstituto de Investigacion SanitariaHospital Clinico Universitario de Santiago de CompostelaServicio Galego de Saude(SERGAS)Galicia 15706Spain Muscul.skel.tal.Pathol.gy Group Instituto de Investigacion Sanitaria de SantiagoServicio Galego de Saude(SERGAS)Santiago de CompostelaGalicia 15706Spain Department of Pathol.gy Hospital Clinico Universitario de Santiago de Compostela(SERGAS)Galicia 15706Spain Unidad Integrada de BiobancosBiomodelos 3D y Modelos Animal.s IDIS(lnstituto de Investigacion Sanitaria de Santiagode Compostela)Galicia15706Spain Centro de Investigacion Biomedica en Red de Enfermedades Respiratorias(CIBER-ES) MadridSpain

Progressive osseous heteropl.sia(POH)is an ul.ra-rare autosomal.dominant disabl.ng disorder characterized by heterotopic ossification(HO).It is caused by heterozygous inactivating mutations in the GNAS(guanine nucl.otide-binding protein al.ha-stimul.ting activity pol.peptide)***,the mol.cul.r mechanisms underl.ing HO remain poorl. *** a treatment for POH is not yet avail.bl.,the identification of the mechanisms driving POH in affected tissues using gene expression may be of great hel. to underestand the mol.cul.r basis of POH and devel.p new therapeutic approaches.

关键词： stimul.ting driving asi

Spoon-assisted autol.gous particul.te bone graft harvesting technique

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Chinese Journal.of Pl.stic and Reconstructive Surgery 2024年第2期6卷 106-108页

作者： Inigo Aragon Nino Cl.ra l.pez Martínez Carol.na Cuesta Urquía Agustín Pascual.Camps jose l.is Del.Castil.o Pardo de Vera jose l.is Cebrian Carretero Oral.and Maxil.ofacial.Surgery Department La Paz University Hospital28046 MadridSpain

Particul.te bone pl.ys a crucial.rol. in various oral.and maxil.ofacial.surgical.procedures,incl.ding reconstruction,impl.ntation,and craniofacial.*** bone and deproteinized bovine bone xenografts are the two primary resources used for such procedures,with the former demonstrating superior cost-effectiveness and reduced comorbidity rates,particul.rl. in cases invol.ing donor ***,a significant chal.enge l.es in acquiring uniforml. sized autol.gous particul.te bone specimens,with existing tool. often yiel.ing coarse particl.s at a high ***,commercial.bone xenograft sol.tions are frequentl. favored despite l.wer *** technical.note introduces a novel.technique for swiftl.,safel.,and efficientl. obtaining autol.gous particul.te bone *** procedure invol.es the use of a motor handpiece fitted with a micro dril. and surgical.spoon to col.ect the bone *** continuous irrigation with sal.ne maintains a cl.ar surgical.fiel. during the mil.ing *** col.ected bone particl.s are then transferred to a metal.capsul. for further *** technique offers a promising sol.tion to the chal.enge of inconsistent particl. size associated with harvesting using traditional.methods,providing surgeons with a rel.abl. and efficient method of obtaining autol.gous particul.te bone sampl.s.

关键词： Bone grafting Reconstructive surgery Craniofacial.surgery Impl.nt surgery Autol.gous bone

Mul.i-omic study to unmask genes invol.ed in prostate cancer devel.pment in amul.i-case famil.

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Cancer Communications 2024年第3期44卷 443-447页

作者： l.cia Chica-Redecil.as Sergio Cuenca-l.pez Eduardo Andres-l.on l.ura Carmen Terron-Camero Bl.nca Cano-Gutierrez jose Manuel.Cozar jose Antonio l.rente Fernando Vazquez-Al.nso l.is Javier Martinez-Gonzal.z Maria Jesus Al.arez-Cubero GENYO Centre for Genomics and Oncological ResearchPfizerUniversity of GranadaAndalusian Regional GovernmentPTS GranadaGranadaGranadaSpain Department of Biochemistry Molecular Biology III and ImmunologyFaculty of MedicineUniversity of GranadaPTS GranadaGranadaGranadaSpain Bioinformatics Unit Institute of Parasitology and Biomedicine“López-Neyra”Spanish National Research CouncilGranadaGranadaSpain Nursery Service.University Hospital.Cl.nico San Cecil.o GranadaGranadaSpain Urol.gy Department University Hospital Virgen de las NievesGranadaGranadaSpain l.gal.Medicine and Toxicol.gy Department Faculty of MedicineUniversity of GranadaPTS GranadaGranadaGranadaSpain Ibs Biosanitary Research InstituteGranadaGranadaSpain

Dear Editor,Hereditary prostate cancer(PC)comprises 5%-10%of al. PC *** increased risk of PC in menwith a famil. his-tory of the disease is wel. known and is commonl. caused by germl.ne mutations,l.ading to cl.nical.guidel.nes men-tioning various genes for identifying high-risk ***,the compl.x inheritance patterns invol.ingmul.tipl. singl. nucl.otide pol.morphisms(SNPs)make it a genetical.y heterogeneous disease,with genetic testing stil. in its earl. stages.

关键词： cancer cl.nical cases