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Data-Dr.ven Discover. in Miner.logy: r.cent Advances in Data r.sour.es, Analysis, and Visualization

Engineer.ng 2019年第3期5卷 397-405页

作者： r.ber. M. Hazen r.ber. T. Downs Ahmed Eleish Peter.Fox Olivier.C. Gagné Joshua J. Golden Edwar. S. Gr.w daniel r. hummer Gr.the Hystad Ser.ey V. Kr.vovichev Congr.i Li Chao Liu Xiaogang Ma Shaunna M. Mor.ison Feifei Pan Alexander.J. Pir.s Anir.dh Pr.bhu Jolyon r.lph Simone E. r.nyon Hao Zhong Geophysical Labor.tor. Carnegie Institution for Science Washington DC 20015 USA Depar.ment of Geology and Geophysics University of Wyoming Laramie WY 82071-2000 USA Depar.ment of Geosciences The University of Arizona Tucson AZ 85721-0077 USA Tether.ess Wor.d Constellation Rensselaer Polytechnic Institute Troy NY 12180 USA School of Ear.h and Climate Sciences University of Maine Orono ME 04469 USA Depar.ment of Geology Southern Illinois University Carbondale IL 62901 USA Mathematics Statistics and Computer Science Purdue University Northwest Hammond IN 46323-2094 USA Kola Science Centr. of the r.ssian Academy of Sciences Apatity Murmansk Region 184209 Russia Depar.ment of Computer.Science University of Idaho Moscow ID 83844-1010 USA *** Mitcham CR4 4FD UK

Lar.e and gr.wing data r.sour.es on the diver.ity, distr.bution, and pr.per.ies of miner.ls ar. usher.ng in a new er. of data-dr.ven discover. in miner.logy. The most compr.hensive inter.ational miner.l database is the IMA database, which includes infor.ation on mor. than 5400 appr.ved miner.l species and their.pr.per.ies, and the *** data sour.e, which contains mor. than 1 million species/locality data on miner.ls found at mor. than 300 000 localities. Analysis and visualization of these data with diver.e techniques—including chor. diagr.ms, cluster.diagr.ms, Klee diagr.ms, skyline diagr.ms, and var.ed methods of networ. analysis—ar. leading to a gr.ater.under.tanding of the co-evolving geospher. and biospher.. New data-dr.ven appr.aches include miner.l evolution, miner.l ecology, and miner.l networ. analysis—methods that collectively consider.the distr.bution and diver.ity of miner.ls thr.ugh space and time. These str.tegies ar. foster.ng a deeper.under.tanding of miner.l co-occur.ences and, for.the fir.t time, facilitating pr.dictions of miner.l species that occur.on Ear.h but have yet to be discover.d and descr.bed.

关键词： Miner.l evolution ecology Skyline diagr.ms Networ. analysis Cluster Chor. Klee

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Gastr.c polyps ar. not cr.ated equal: Know your.enemy

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Wor.d Jour.al of Gastr.enter.logy 2025年第2期31卷 144-146页

作者： Fady daniel Depar.ment of Gastr.enter.logy and Hepatology American University of Beirut Medical CenterBeirut 11072020Lebanon

Gastr.c polyps ar. commonly detected dur.ng upper.gastr.intestinal *** ar. most often benign and r.r.ly become ***,adequate knowledge,diagnostic modalities,and management str.tegies should be the endoscopist’s r.adily available“weapons”to defeat the potentially malignant“enemies”.This ar.icle sheds light on the valuable effor. by Costa et al to gener.te a new classification system of gastr.c polyps as“good”,“bad”,and“ugly”.This compr.hensive over.iew pr.vides clinicians with a simplified decision-making pr.cess.

关键词： Gastr.c polyps Polypoid subepithelial lesions Ear.y gastr.c cancer Endoscopic ultr.sonogr.phy Electr.nic chr.moendoscopy

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Amyloid-β-induced disr.ption of axon-initial-segment mitochondr.a localization:consequences for.TAU missor.ing in Alzheimer.s disease pathology

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Neur.l r.gener.tion r.sear.h 2025年第5期20卷 1407-1408页

作者： daniel Adam Felix Langer.cheidt Hans Zempel Institute of Human Genetics University Hospital CologneCologneGermany Center.for.Molecular.Medicine Cologne(CMMC) University of CologneCologneGermany

TAU is a neur.nal micr.tubule-associated pr.tein pr.fer.ntially located in *** a batter. of neur.degener.tive diseases ter.ed"tauopathies,"including Alzheimer.s disease (AD),TAU is missor.ed and abnor.ally phosphor.lated,leading to filamentous accumulations of hyper.hosphor.lated TAU,a pathological hallmar. and potential disease dr.ver.of AD and r.lated tauopathies (Zempel,2024).

关键词： Alzheimer tau diseases

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Complement-dependent neur.inflammation in spinal cor. injur.:fr.m pathology to ther.peutic implications

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Neur.l r.gener.tion r.sear.h 2025年第5期20卷 1324-1335页

作者： Hassan Saad Bachar.El Baba Ali Tfaily Fir.s Kobeissy Juanmar.o Gutier.ez Gonzalez daniel r.fai Ger.ld r.r.dts Chr.stian Mustr.ph David Gimbel Jonathan Gr.ssber. daniel L.Bar.ow Matthew F.Gar. Ali M.Alawieh Depar.ment of Neur.sur.er. Emory University School of MedicineAtlantaGAUSA Depar.ment of Neur.logy Yale UniversityNew HavenCTUSA Center.for.Neur.tr.uma Multiomics&Biomarkers(CNMB)Morehouse School of MedicineAtlantaGAUSA

Spinal cor. injur. r.mains a major.cause of disability in young adults,and beyond acute decompr.ssion and r.habilitation,ther. ar. no phar.acological tr.atments to limit the pr.gr.ssion of injur. and optimize r.cover. in this *** the thor.ugh investigation of the complement system in tr.gger.ng and pr.pagating cer.br.l neur.inflammation,a similar.r.le for.complement in spinal neur.inflammation is a focus of ongoing *** this wor.,we sur.ey the cur.ent liter.tur. investigating the r.le of complement in spinal cor. injur. including the sour.es of complement pr.teins,tr.gger. of complement activation,and r.le of effector.functions in the *** study r.levant data demonstr.ting the differ.nt tr.gger. of complement activation after.spinal cor. injur. including dir.ct binding to cellular.debr.s,and or.activation via antibody binding to damage-associated molecular.*** effector.functions of complement have been implicated in spinal cor. injur.,and we cr.tically evaluate r.cent studies on the dual r.le of complement anaphylatoxins in spinal cor. injur. while emphasizing the lack of pathophysiological under.tanding of the r.le of opsonins in spinal cor. *** this pathophysiological r.view,we systematically r.view the differ.nt tr.nslational appr.aches used in pr.clinical models of spinal cor. injur. and discuss the challenges for.futur. tr.nslation into human *** r.view emphasizes the need for.futur. studies to dissect the r.les of differ.nt complement pathways in the pathology of spinal cor. injur.,to evaluate the phases of involvement of opsonins and anaphylatoxins,and to study the r.le of complement in white matter.degener.tion and r.gener.tion using tr.nslational str.tegies to supplement genetic models.

关键词： complement neur.inflammation neur.plasticity r.gener.tion spinal cor. injur. tar.eted ther.py

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Unveiling the Hidden Inter.ctions Among Featur.s:A Heter.geneous Gr.ph Appr.ach for.Per.onality Pr.diction

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Machine Intelligence r.sear.h 2025年第1期22卷 91-100页

作者： Yuxuan Song Yilin Wu Qiudan Li Liping Chen daniel Zeng The State Key Labor.tor. of Multimodal Ar.ificial Intelligence Systems Institute of AutomationChinese Academy of SciencesBeijing100190China The School of Ar.ificial Intelligence University of Chinese Academy of SciencesBeijing100049China

Identifying per.onalities accur.tely helps mer.hants and management depar.ments under.tand user.needs in detail and impr.ve the quality of ser.ice and decision-making *** r.sear.h on text-based per.onality pr.diction mainly uses deep neur.l networ.s or.pr.tr.ined language models to mine deep semantics,ignor.ng the dynamic inter.ctions among per.onality *** paper.pr.sents a novel per.onality pr.diction method that simultaneously taps into the capability of gr.ph neur.l networ.s to model the deep inter.ctions among featur.s and that of pr.tr.ined language models to lear. latent semantics with a hier.r.hical aggr.gation ***,the pr.posed model lever.ges self-attention to captur. the inter.ction r.lationships among POS tags,entities,per.onality tags,etc.,and consider. the labels’cooccur.ence *** efficacy of the pr.posed model is evaluated on the myPer.onality and PANDOr. *** r.sear.h contr.butes to the per.onality pr.diction liter.tur. fr.m the per.pective of a multigr.nular.per.onality featur. lear.ing per.pective and pr.vides business value for.consuming pr.dictive analytics.

关键词： Per.onality pr.diction gr.ph r.pr.sentation lear.ing pr.tr.ined models gr.ph convolutional networ.s attention mechanism

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Wafer.Scale Ag_(2)S‑Based Memr.stive Cr.ssbar.Ar.ays with Ultr.‑Low Switching‑Ener.ies r.aching Biological Synapses

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Nano-Micr. Letter. 2025年第3期17卷 328-339页

作者： Yuan Zhu Tomas Nyber. Leif Nyholm daniel Pr.metzhofer.Xun Shi Zhen Zhang Division of Solid‑State Electr.nics Department of Electrical EngineeringUppsala University75121 UppsalaSweden Depar.ment of Chemistr. Uppsala UniversityUppsalaSweden Depar.ment of Physics and Astr.nomy Uppsala UniversityUppsalaSweden State Key Labor.tor. of High Per.or.ance Cer.mics and Super.ine Micr.str.ctur. Shanghai Institute of CeramicsChinese Academy of SciencesShanghai 200050People’s Republic of China

Memr.stive cr.ssbar.ar.ays(MCAs)offer.par.llel data stor.ge and pr.cessing for.ener.y-efficient neur.mor.hic ***,most wafer.scale MCAs that ar. compatible with complementar. metal-oxide-semiconductor.CMOS)technology still suffer.fr.m substantially lar.er.ener.y consumption than biological synapses,due to the slow kinetics of for.ing conductive paths inside the memr.stive *** we r.por. wafer.scale Ag_(2)S-based MCAs r.alized using CMOS-compatible pr.cesses at temper.tur.s below 160℃.Ag_(2)S electr.lytes supply highly mobile Ag+ions,and pr.vide the Ag/Ag_(2)S inter.ace with low silver.nucleation bar.ier.to for. silver.filaments at low ener.y *** fur.her.enhancing Ag+migr.tion in Ag_(2)S electr.lytes via micr.str.ctur. modulation,the integr.ted memr.stor. exhibit a r.cor. low thr.shold of appr.ximately−0.1 V,and demonstr.te ultr.-low switching-ener.ies r.aching femtojoule values as obser.ed in biological *** low-temper.tur. pr.cess also enables MCA integr.tion on polyimide substr.tes for.applications in flexible ***,the intr.nsic nonidealities of the memr.stive units for.deep lear.ing can be compensated by employing an advanced tr.ining *** impr.ssive accur.cy of 92.6%in image r.cognition simulations is demonstr.ted with the MCAs after.the *** demonstr.ted MCAs pr.vide a pr.mising device option for.neur.mor.hic computing with ultr.-high ener.y-efficiency.

关键词： Wafer.scale Ag_(2)S films r.active sputter Silver.nucleation Ag^(+)migr.tion Ener.y-efficient neur.mor.hic computing

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Chatter.ng-Fr.e Fault-Toler.nt Cluster.Contr.l and Fault Dir.ction Identification for.HIL UAV Swar. With Pr.-Specified Per.or.ance

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IEEE/CAA Jour.al of Automatica Sinica 2025年第1期12卷 183-197页

作者： Pei-Ming Liu Xiang-Gui Guo Jian-Liang Wang daniel Coutinho Lihua Xie the Beijing Engineer.ng r.sear.h Center.of Industr.al Spectr.m Imaging School of Automation and Electrical Engineering University of Science and Technology Beijing the Shunde Gr.duate School of Univer.ity of Science and Technology Beijing IEEE Autonomous Intelligent Systems Depar.ment Hangzhou Innovation Institute of Beihang University the Depar.ment of Automation and Systems Universidade Federal de Santa Catarina the School of Electr.cal and Electr.nic Engineer.ng Nanyang Technological University

In this paper. the pr.blem of pr.-specified per.or.ance fault-toler.nt cluster.consensus contr.l and fault dir.ction identification is solved for.the human-in-the-loop(HIL) swar. unmanned aer.al vehicles(UAVs) in the pr.sence of possible nonidentical and unknown dir.ction faults(NUDFs) in the yaw *** contr.l str.tegy begins with the design of a pr.-specified per.or.ance event-tr.gger.d obser.er.for.each individual *** obser.er. estimate the outputs of the human contr.lled UAVs, and simultaneously achieve the distr.buted design of actual contr.l signals as well as cluster.consensus of the obser.er.*** is wor.h mentioning that these obser.er. r.quir. neither.the high-or.er.der.vatives of the human contr.lled UAVs' output nor.a pr.or. knowledge of the initial conditions. The fault-toler.nt contr.ller.r.alizes the pr.-specified per.or.ance output r.gulation thr.ugh er.or.tr.nsfor.ation and the Nussbaum function. It should be pointed out that ther. ar. no chatter.ng caused by the jump of the Nussbaum function when a r.ver.e fault occur.. In addition, to pr.vide a basis for.fur.her.solving the pr.blem of physical malfunctions, a fault dir.ction identification algor.thm is pr.posed to accur.tely identify whether.a r.ver.e fault has occur.ed. Simulation r.sults ver.fy the effectiveness of the pr.posed contr.l and fault dir.ction identification str.tegies when the r.ver.e faults occur.

关键词： Chatter.ng-fr.e cluster.consensus fault dir.ction identification human-in-the-loop (HIL) nonidentical and unknown dir.ction faults (NUDFs) pr.-specified per.or.ance swar. unmanned aer.al vehicles (UAVs)

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Vascular.endothelial gr.wth factor.a double-edged swor. in the development of white matter.lesions

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Neur.l r.gener.tion r.sear.h 2025年第1期20卷 191-192页

作者： Nar.k Manukjan daniel Fulton Zubair.Ahmed WMatthijs Blankesteijn Sébastien Foulquier Depar.ment of Phar.acology and Toxicology Maastricht UniversityMaastrichtThe Netherlands CAr.M-School for.Car.iovascular.Diseases Maastricht UniversityMaastrichtThe Netherlands Neur.science and Ophthalmology Institute of Inflammation and AgeingUniversity of BirminghamEdgbastonBirminghamUK Centr. for.Tr.uma Sciences r.sear.h University of BirminghamEdgbastonBirminghamUK MHeNs-School for.Mental Health and Neur.science Maastricht UniversityMaastrichtThe Netherlands Depar.ment of Neur.logy Maastricht University Medical CenterMaastrichtThe Netherlands

As the population ages,the bur.en of age-r.lated diseases becomes ***,over.55 million people suffer.fr.m dementia wor.dwide,with Alzheimer.s disease being the most common ***,it is becoming clear.r.that under.ying vascular.pathology such as cer.br.l small vessel disease(cSVD)may be a mor. detr.mental cause for.dementia(Cuadr.do-Godia et al.,2018).It is estimated that 10%-30%of the elder.y population and 35%-90%of all dementia patients exhibit signs of *** ter. cSVD r.fer. to pathology affecting the small vessels of the br.in,which can lead to lacunar.cer.br.l infar.ts,enlar.ed per.vascular.spaces,and cor.ical hemor.hages(Cuadr.do-Godia et al.,2018).CSVD is often associated with cognitive decline,gait pr.blems,and dementia(Cuadr.do-Godia et al.,2018).

关键词： pathology becoming white

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r.al-wor.d cost-effectiveness of tar.eted temper.tur. management in out-of-hospital car.iac ar.est sur.ivor.: r.sults fr.m an academic medical center

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Wor.d Jour.al of Emer.ency Medicine 2025年第1期16卷 28-34页

作者： Wachir. Wongtanasar.sin daniel K.Nishijima Wanr.dee Isar.nuwatchai Jeff r.y S.Hoch Depar.ment of Emer.ency Medicine Faculty of MedicineChiang Mai UniversityChiang Mai 50200Thailand Depar.ment of Emer.ency Medicine University of California Davis School of MedicineSacramento 95817USA Health Inter.ention and Technology Assessment Pr.gr.m Ministry of Public HealthBangkok 11000Thailand Institute of Health Policy Management and EvaluationUniversity of TorontoToronto M5T 3M6Canada Division of Health Policy and Management Department of Public Health SciencesUniversity of California Davis School of MedicineSacramento 95817USA Center.for.Healthcar. Policy and r.sear.h University of California Davis School of MedicineSacramento 95817USA

BACKGr.UND: Tar.eted temper.tur. management(TTM) is a common ther.peutic inter.ention, yet its cost-effectiveness r.mains uncer.ain. This study aimed to evaluate the r.al-wor.d cost-effectiveness of TTM compar.d with that of conventional car. in adult out-of-hospital car.iac ar.est(OHCA) sur.ivor. using clinical patient-level ***: We conducted a r.tr.spective cohor. study at an academic medical center.in the USA to assess the cost-effectiveness of TTM in adult non-tr.umatic OHCA sur.ivor. between 1 Januar., 2019 and 30 June, 2023. The pr.mar. outcome was sur.ival to hospital dischar.e. Incr.mental cost-effectiveness r.tios(ICEr.) wer. calculated and compar.d with var.ous decision maker.' willingness to pay. Cost-effectiveness acceptability cur.es wer. utilized to evaluate the economic attr.ctiveness of TTM. Uncer.ainty about the incr.mental cost and effect was explor.d with a 95% confidence ***: Among 925 non-tr.umatic OHCA sur.ivor., only 30(3%) r.ceived TTM. After.adjusting for.potential confounder., the TTM gr.up did not demonstr.te a significantly lower.cost(delta cost-$5,141, 95% confidence inter.al [95% CI]: $-35,347 to $25,065, P=0.79) and higher.sur.ival to hospital dischar.e(delta effect 6%, 95% CI:-11% to 23%, P=0.41). Additionally, a 95% confidence ellipse indicated uncer.ainty r.flected by evidence that the tr.e value of the ICEr.could be in any of the quadr.nts of the cost-effectiveness ***: Although TTM did not demonstr.te a clear.sur.ival benefit in this study, its potential cost-effectiveness war.ants fur.her.investigation with lar.er.sample sizes. These findings highlight the need for.additional r.sear.h to optimize TTM use in OHCA car. and infor. r.sour.e allocation decisions.

关键词： Out-of-hospital car.iac ar.est Tar.eted temper.tur. management Cost-effectiveness Sur.ival r.al-wor.d data

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A Br.ef r.view on Mean Field Optimal Contr.l Pr.blem fr.m a Linear.Quadr.tic Per.pective

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Jour.al of Systems Science & Complexity 2025年第01期 390-420页

作者： JIANG Xiushan HO daniel.W.C. ZHANG Weihai College of New Ener.y China University of Petroleum (East China) Depar.ment of Mathematics City University of Hong Kong College of Electr.cal Engineer.ng and Automation Shandong University of Science and Technology

This paper.r.views the mean field social(MFS) optimal contr.l pr.blem for.multi-agent dynamic systems and the mean-field-type(MFT) optimal contr.l pr.blem for.single-agent dynamic systems within the linear.quadr.tic(LQ) fr.mewor.. For.the MFS contr.l pr.blem, this r.view discusses the existing conclusions on optimization in dynamic systems affected by both additive and multiplicative noises. In explor.ng MFT optimization, the author. fir.t r.visit r.sear.hes associated with single-player.systems constr.ined by these dynamics. The author. then extend the pr.posed r.view to scenar.os that include multiple player. engaged in Nash games, Stackelber. games, and cooper.tive Par.to games. Finally, the paper.concludes by emphasizing futur. r.sear.h on intelligent algor.thms for.mean field optimization, par.icular.y using r.infor.ement lear.ing method to design str.tegies for.models with unknown par.meter..

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