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GANscan:continuous scanning microscopy using de.p le.rning de.lurring

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Light(Scie.ce.& Applications) 2022年第10期11卷 2378-2387页

作者： Michae. John Fanous gabriel Pope.cu Quantitative.Light Imaging Laboratory Beckman Institute for Advanced Science and TechnologyUniversity of Illinois at Urbana-ChampaignUrbanaIL 61801USA De.artme.t of Bioe.gine.ring University of Illinois at Urbana-Champaign306 N.Wright StreetUrbanaIL 61801USA De.artme.t of e.e.trical and Compute. e.gine.ring University of Illinois at Urbana-Champaign306 N.Wright StreetUrbanaIL 61801USA

Most whole.slide.imaging(WSI)syste.s today re.y on the.stop-and-stare.approach,whe.e.at e.ch fie.d of vie.,the.scanning stage.is brought to a comple.e.stop be.ore.the.came.a snaps a *** proce.ure.e.sure. that e.ch image.is fre. of motion blur,which come. at the.e.pe.se.of long acquisition *** orde. to spe.d up the.acquisition proce.s,e.pe.ially for large.scanning are.s,such as pathology slide.,we.de.e.ope. an acquisition me.hod in which the.data is acquire. continuously while.the.stage.is moving at high *** ge.e.ative.adve.sarial ne.works(GANs),we.de.onstrate.this ultra-fast imaging approach,re.e.re. to as GANscan,which re.tore. sharp image. from motion blurre. *** allows us to comple.e.image.acquisitions at 30x the.throughput of stop-and-stare.*** me.hod is imple.e.te. on a Ze.ss Axio Obse.ve. Z1 microscope.re.uire. no spe.ialize. hardware.and accomplishe. succe.sful re.onstructions at stage.spe.ds of up to 5000 μm/*** validate.the.propose. me.hod by imaging H&e.staine. tissue.*** me.hod not only re.rie.e. crisp image. from fast,continuous scans,but also adjusts for de.ocusing that occurs during scanning within+/-5 μ*** a consume. GPU,the.infe.e.ce.runs ate.

关键词： hardware continuous image

Asse.sing a nove. mode.ling approach with high re.olution UAV image.y for monitoring he.lth status in priority riparian fore.ts

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Fore.t e.osyste.s 2021年第4期8卷 810-830页

作者： Juan Gue.ra-He.nande. Ramon A.Diaz-Vare.a Juan gabriel Avare.-Gonzale. Patricia Maria Rodrigue.-Gonzale. e.ata Centro de iniciativas empresariaisFundacion CEL.O Palomar s/n27004 LugoSpain Fore.t Re.e.rch Ce.tre School of AgricultureUniversity of LisbonInstituto Superior de Agronomia(ISA)Tapada da Ajuda1349-017 LisbonPortugal Biodive.sity and Applie. Botany Unit(GI BIOAPLIC 1809) Department of BotanyEscuela Politecnica SuperiorR/Benigno LedoUniversity of Santiago de CompostelaCampus Universitario27002 LugoSpain Sustainable.Fore.t Manage.e.t Unit(UXFS) Department of Agroforestry EngineeringEscuela Politecnica SuperiorR/Benigno LedoUniversity of Santiago de CompostelaCampus UniversitarioE-27002 LugoSpain

Background:Black alde.(Alnus glutinosa)fore.ts are.in se.e.e.de.line.across the.r are. of distribution due.to a dise.se.cause. by the.soil-borne.pathoge.ic Phytophthora alni spe.ie. comple.(class Oomyce.e.),“alde. Phytopththora”.Mapping of the.diffe.e.t type. of damage. cause. by the.dise.se.is challe.ging in high de.sity e.osyste.s in which spe.tral variability is high due.to canopy *** obtaine. by unmanne. ae.ial ve.icle.(UAVs)may be.particularly use.ul for such tasks due.to the.high re.olution,fle.ibility of acquisition and cost e.ficie.cy of this type.of *** this study,*** de.line.was asse.se. by conside.ing four cate.orie. of tre. he.lth status in the.fie.d:asymptomatic,de.d and de.oliation above.and be.ow a 50% thre.hold.A combination of multispe.tral Parrot Se.uoia and UAV unmanne. ae.ial ve.icle.-re. gre.n blue.RGB)data we.e.analyse. using classical random fore.t(RF)and a simple.and robust thre.-ste. logistic mode.ling approache. to ide.tify the.most important fore.t he.lth indicators while.adhe.ing to the.principle.of parsimony.A total of 34 re.ote.se.sing variable. we.e.conside.e.,including a se. of ve.e.ation indice.,te.ture.fe.ture. from the.normalize. diffe.e.ce.ve.e.ation inde.(NDVI)and a digital surface.mode.(DSM),topographic and digital ae.ial photogramme.ry-de.ive. structural data from the.DSM at crown ***:The.four cate.orie. ide.tifie. by the.RF yie.de. an ove.all accuracy of 67%,while.aggre.ation of the.le.e.d to thre. classe.(asymptomatic,de.oliate.,de.d)and to two classe.(alive.de.d)improve. the.ove.all accuracy to 72% and 91% *** the.othe. hand,the.confusion matrix,compute. from the.thre. logistic mode.s by using the.le.ve.out cross-validation me.hod yie.de. ove.all accuracie. of 75%,80% and 94% for four-,thre.-and two-le.e. classifications,***:The.study findings provide.fore.t manage.s with an alte.native.robust classification me.hod for the.rapid,e.fe.tive.asse.sme.t of are.

关键词： Alde. RPAS Multi-spe.tral De.oliation Te.ture.variable. 3D point cloud Tre. he.lth monitoring

Characte.ization of Bre.st Cance. Radiofre.ue.cy Ablation Assiste. with Magne.ic Nanoparticle.: In Silico and in Vitro Study

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Journal of e.e.tromagne.ic Analysis and Applications 2016年第1期8卷 1-7页

作者： Silve.io Soto Alvare. Lidia Flor e. Hue.ta Alma Ve.ónica Vargas Jaime.Lópe. Je.us gabriel Silva César A. Gonzále. Unive.sidad de. e.ército y FAM/e.GS Laboratorio Multidisciplinario de Investigación Mexico D.F. Mexico Instituto Politécnico Nacional Escuela Superior de Medicina SEPI Mexico D.F. Mexico

The.e.fe.tive.e.s of bre.st cance. ablation by radiofre.ue.cy (RF) has be.n associate. to the.capacity of conce.trating the.e.e.tromagne.ic e.e.gy in the.tumor re.ion, our group has propose. that this condition could be.modulate. by appropriate.RF e.posure.cycle.time. as we.l as modification of tissue.e.e.trical conductivity. The.aim of this work was to e.aluate.analytical and e.pe.ime.tal optimal e.posure.cycle.time. to induce.tissue.ablation by RF assiste. with magne.ic nanoparticle.. The.study was conducte. both analytically by multiphysics simulation of the.induce. curre.ts in cance. tissue.give. a magne.ron source.and e.pe.ime.tally by the.obse.vation of hype.the.mic e.fe.ts induce. in agar phantoms by a magne.ron de.ice.by the.use.of RF assiste. with magne.ic nanoparticle.. The.te.pe.ature.showe. significant incre.se. in short pe.iods of time. and was cle.rly highe. unde. the.condition with nanoparticle.. Appropriate.RF e.posure.cycle.time. as we.l as modification of tissue.e.e.trical conductivity by magne.ic nanoparticle. se.ms suitable.factors to modulate.the.e.e.tromagne.ic e.e.gy in tumoral re.ions.

关键词： Bre.st Cance. Radiofre.ue.cy Ablation Multiphysics Simulation Magne.ic Nanoparticle.

Die.ary patte.ns and risk of ce.vical cance.: a case.control study in Uruguay

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Ope. Journal of Obste.rics and Gyne.ology 2011年第2期1卷 25-30页

作者： e.uardo De.Ste.ani Gise.e.Acosta Hugo De.e.-Pe.le.rini Alvaro L. Ronco María Me.dilaharsu gabriel Landó María e. Luace. Ce.ilia Silva 不详

In the.time.pe.iod 1996-2004, a case.control study on die. and ce.vical cance. was conducte. at the.National Cance. Institute.in Uruguay. The.study include. 268 case. and 536 controls with non-ne.plastic dise.se.. The.foods and be.e.age. in the.food-fre.ue.cy que.tionnaire.we.e.include. in a factor analytic mode.. This me.hod re.aine. thre. factors which we.e.labe.e. as the.drinke., re. me.t, and prude.t patte.ns. The.mode. e.plaine. 60% of the.variance. Whe.e.s the.re. me.t and drinke. patte.ns we.e.dire.tly associate. with the.risk of ce.vical cance. (OR for re. me.t patte.n 1.79, 95% CI 1.12-2.86), on the.othe. hand, the.prude.t patte.n was inve.se.y associate. with ce.vical cance. (OR 0.60, 95% CI 0.38-0.93). To our knowle.ge. this study was the.first one.using factor analysis in orde. to e.ucidate.the.role.of the.die. in re.ation with ce.vical cance..

关键词： Die.ary Patte.ns Ce.vical Cance.

Large.scale.phase.re.rie.al

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Light(Scie.ce.& Applications) 2021年第10期10卷 1814-1815页

作者： gabriel Pope.cu Quantitative.Light Imaging Laboratory Department of Electrical and Computer EngineeringBeckman Institute for Advanced Science and TechnologyUniversity of Illinois at Urbana-ChampaignUrbanaIL 61801USA

The.cohe.e.t inte.action be.we.n an e.e.tromagne.ic fie.d and a 3D we.kly scatte.ing me.ium re.ults in a simple.Fourie. transform re.ationship be.we.n the.obje.t’s structure.and the.comple. scatte.e. *** a re.ult,knowle.ge.about the.phase.of the.scatte.e. fie.d is ne.e.sary for solving this inve.se.proble. with a unique.***,in applications,such as X-ray crystallography,typically one.only has e.pe.ime.tal acce.s to the.amplitude.of the.diffracte. fie.d,which re.ults in ambiguitie. of the.*** ce.tury-old challe.ge.known as“the.phase.proble.”2 motivate. the.de.e.opme.t of computational algorithms combine. with a priori knowle.ge.about the.obje.t of inte.e.t to limit the.solution *** ge.e.ally succe.sful,this approach some.ime. le. to multiple.solutions,i.e.,diffe.e.t infe.re. obje.t structure. for the.same.se. of data:“Not all the.gue.se. have.be.n *** is cle.r,for e.ample.from the.following:Two diffe.e.t structure. we.e.pre.icte. for the.mine.al bixbyite.one.by ***,the.othe. by *** is not known which,if e.the.,is corre.t.”(Chapte. 7 in re..2).

关键词： phase scatte.e. typically

Litte. de.omposition and nutrie.t re.e.se.for two tropical N-fixing spe.ie. in Rio de.Jane.ro,Brazil

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Journal of Fore.try Re.e.rch 2022年第2期33卷 487-496页

作者： David Pe.sanha Sique.ra Giovanna Campos Mame.e.We.ss de.Carvalho Joségabriel de.Souza Silva Marcos Vinicius Winckle. Calde.ra De.orah Gue.ra Barroso Laboratório de.Fitote.nia Universidade Estadual do Norte Fluminense Darcy RibeiroAvenida Alberto Lamego2000Campos dos GoytacazesRio de JaneiroBrazil De.artame.to de.Ciências Flore.tais e.da Made.ra Universidade Federal do Espírito SantoAvenida Governador Lindenberg316Jerônimo MonteiroEspírito SantoBrazil De.artme.t of Ge.scie.ce. and Natural Re.ource. Manage.e.t University of CopenhagenRolighedsvej 23Frederisksberg CDenmark

Litte. production and de.omposition are.critical to fore.t productivity,nutrie.t cycling,and carbon se.ue.-tration in tropical woody ***,nutrie.t re.e.se.and le.f litte. stoichiome.ry in tropical le.ume.tre. plantations ove. the.long te.m afte. outplanting are.poorly unde.stood or e.e. *** improving our unde.-standing of the.patte.n of change. in the.de.omposition of N-fixing le.f litte.s and the.r possible.impact on carbon stor-age.we.me.sure. litte. production,mass loss and nutrie.t re.e.se.for 240 d during litte. de.omposition for two tropical le.ume.tre. spe.ie.(Plathyme.ia re.iculata and Hyme.ae. courbaril),in Rio de.Jane.ro,*** production for *** was 5.689 kg ha^(−1) a^(−1) and 3.231 kg ha^(−1) a^(−1) for *** patte.ns of mass loss rate. we.e.similar;howe.e.,nutrie.t re.e.se.was gre.te. for ***,while.*** showe. immobilization of nutrie.ts,e.pe.ially for N,which incre.se. by almost 20%in the.e.rly phase.of de.omposition followe. by gradual *** from the.N-fixing spe.ie. did diffe. in nutrie.t che.istrie. ove. time.which was not surprising give. that initial nutrie.t conce.trations varie. broadly,e.ce.t for C and *** of the.nutrie.t conce.trations incre.se. as the.re.aining litte. mass de.re.se. in both spe.ie.,e.ce.t for C and *** C:N and N:P ratios diffe.e. be.we.n the.spe.ie.,but N:P did not corre.ate.to mass *** spe.ie. had N-rich le.ve.,but *** de.omposition was ve.y like.y P-limite.,while.*** se.me. to be.co-limite. by N and *** re.ults showe. diffe.e.t patte.ns in nutrie.t re.e.se.and the.stoichi-ome.ry involve. in the.de.omposition dynamics of the.two tropical N-fixing spe.ie.,e.e. though the. have.similar litte. de.ay *** spe.ie.,but e.pe.ially ***,may he.p re.e.tablish nutrie.t cycling in disturbe. e.osyste.s.

关键词： Nutrie.t dynamics Le.ume.spe.ie. Litte. che.istry e.ological stoichiome.ry Tropical fore.t

Illustrative.Application of the.2<sup>nd</sup>-Orde. Adjoint Se.sitivity Analysis Me.hodology to a Paradigm Line.r e.olution/Transmission Mode.: Point-De.e.tor Re.ponse

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Ame.ican Journal of Computational Mathe.atics 2020年第3期10卷 355-381页

作者： Dan gabriel Cacuci Ce.te. for Nucle.r Scie.ce.and e.e.gy Department of Mechanical Engineering University of South Carolina Columbia SC USA

This work illustrate. the.application of the.“Se.ond Orde. Compre.e.sive.Adjoint Se.sitivity Analysis Me.hodology” (2nd-CASAM) to a mathe.atical mode. that can simulate.the.e.olution and/or transmission of particle. in a he.e.oge.e.us me.ium. The.mode. re.ponse.is the.value.of the.mode.’s state.function (particle.conce.tration or particle.flux) at a point in phase.space. which would simulate.a pointwise.me.sure.e.t of the.re.pe.tive.state.function. This paradigm mode. admits e.act close.-form e.pre.sions for all of the.1st- and 2nd-orde. re.ponse.se.sitivitie. to the.mode.’s unce.tain parame.e.s and domain boundarie.. The.e.close.-form e.pre.sions can be.use. to ve.ify the.nume.ical re.ults of production and/or comme.cial software. e.g., particle.transport code.. Furthe.more. this paradigm mode. comprise. many unce.tain parame.e.s which have.re.ative.se.sitivitie. of ide.tical magnitude.. The.e.ore. this paradigm mode. could se.ve.as a stringe.t be.chmark for inte.-comparing the.pe.formance. of all de.e.ministic and statistical se.sitivity analysis me.hods, including the.2nd-CASAM.

关键词： Se.ond-Orde. Adjoint Compre.e.sive.Se.sitivity Analysis Me.hodology (2nd-CASAM) e.olution Be.chmark Mode. e.act and e.ficie.t Computation of First- and Se.ond-Orde. Re.ponse.Se.sitivitie.

Fifth-Orde. Compre.e.sive.Adjoint Se.sitivity Analysis Me.hodology for Nonline.r Syste.s (5th-CASAM-N): II. Paradigm Application to a Be.noulli Mode. Comprising Unce.tain Parame.e.s

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Ame.ican Journal of Computational Mathe.atics 2022年第1期12卷 119-161页

作者： Dan gabriel Cacuci Ce.te. for Nucle.r Scie.ce.and e.e.gy University of South Carolina Columbia SC USA

This work pre.e.ts the.application of the.re.e.tly de.e.ope. “Fifth-Orde. Compre.e.sive.Adjoint Se.sitivity Analysis Me.hodology for Nonline.r Syste.s (5th-CASAM-N)” to a simplifie. Be.noulli mode.. The.5th-CASAM-N builds upon and incorporate. all of the.lowe.-orde. (i.e., the.first-, se.ond-, third-, and fourth-orde.) adjoint se.sitivitie. analysis me.hodologie.. The.Be.noulli mode. comprise. a nonline.r mode. re.ponse. unce.tain mode. parame.e.s, unce.tain mode. domain boundarie. and unce.tain mode. boundary conditions, admitting close.-form e.plicit e.pre.sions for the.re.ponse.se.sitivitie. of all orde.s. Illustrating the.spe.ific me.hanisms and advantage. of applying the.5th-CASAM-N for the.computation of the.re.ponse.se.sitivitie. with re.pe.t to the.unce.tain parame.e.s and boundarie. re.e.ls that the.5th-CASAM-N provide. a fundame.tal ste. towards ove.coming the.curse.of dime.sionality in se.sitivity and unce.tainty analysis.

关键词： Fifth-Orde. Se.sitivity Analysis of Be.noulli Mode. Unce.tain Mode. Parame.e.s Unce.tain Mode. Domain Boundarie. Unce.tain Mode. Boundary Conditions

Se.ond-Orde. Adjoint Se.sitivity Analysis Me.hodology for Computing e.actly Re.ponse.Se.sitivitie. to Unce.tain Parame.e.s and Boundarie. of Line.r Syste.s: Mathe.atical Frame.ork

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Ame.ican Journal of Computational Mathe.atics 2020年第3期10卷 329-354页

作者： Dan gabriel Cacuci Ce.te. for Nucle.r Scie.ce.and e.e.gy Department of Mechanical Engineering University of South Carolina Columbia SC USA

This work pre.e.ts the.“Se.ond-Orde. Compre.e.sive.Adjoint Se.sitivity Analysis Me.hodology (2nd-CASAM)” for the.e.ficie.t and e.act computation of 1st- and 2nd-orde. re.ponse.se.sitivitie. to unce.tain parame.e.s and domain boundarie. of line.r syste.s. The.mode.’s re.ponse.(e.>i.e.e.>, mode. re.ult of inte.e.t) is a ge.e.ic nonline.r function of the.mode.’s forward and adjoint state.functions, and also de.e.ds on the.impre.ise.y known boundarie. and mode. parame.e.s. In the.practically important particular case.whe. the.re.ponse.is a scalar-value. functional of the.forward and adjoint state.functions characte.izing a mode. comprising N parame.e.s, the.2nd-CASAM re.uire. a single.large.scale.computation using the.First-Le.e. Adjoint Se.sitivity Syste. (1st-LASS) for obtaining all of the.first-orde. re.ponse.se.sitivitie., and at most N large.scale.computations using the.Se.ond-Le.e. Adjoint Se.sitivity Syste. (2nd-LASS) for obtaining e.actly all of the.se.ond-orde. re.ponse.se.sitivitie.. In contradistinction, forward othe. me.hods would re.uire.(e.>Ne.>2/2 + 3 e.>Ne.>/2) large.scale.computations for obtaining all of the.first- and se.ond-orde. se.sitivitie.. This work also shows that constructing and solving the.2nd-LASS re.uire. ve.y little.additional e.fort be.ond the.construction of the.1st-LASS ne.de. for computing the.first-orde. se.sitivitie.. Solving the.e.uations unde.lying the.1st-LASS and 2nd-LASS re.uire. the.same.computational solve.s as ne.de. for solving (e.>i.e.e.>, “inve.ting”) e.the. the.forward or the.adjoint line.r ope.ators unde.lying the.initial mode.. The.e.ore. the.same.compute. software.and “solve.s” use. for solving the.original syste. of e.uations can also be.use. for solving the.1st-LASS and the.2nd-LASS. Since.ne.the. the.1st-LASS nor the.2nd-LASS involve. any diffe.e.tials

关键词： Se.ond-Orde. Compre.e.sive.Adjoint Se.sitivity Analysis Me.hodology (2nd-CASAM) First-Le.e. Adjoint Se.sitivity Syste. (1st-LASS) Se.ond-Le.e. Adjoint Se.sitivity Syste. (2nd-LASS) Ope.ator-Type.Re.ponse Se.ond-Orde. Se.sitivitie. to Unce.tain Mode. Boundarie. Se.ond-Orde. Se.sitivitie. to Unce.tain Mode. Parame.e.s