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Pulmona.y Disea.es Decision Support System Using Deep Lea.ning a.proa.h

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Computers, Ma.eria.s & Continua 2022年第10期73卷 311-326页

作者： Ya.a. a.-Issa.ali Moha.ma. a.quda. Hia. a.qura. a.med a. Issa Depa.tment of Computer Engineering Yarmouk UniversityIrbid21163Jordan Depa.tment of Biomedica. Systems a.d Informa.ics Engineering Yarmouk UniversityIrbid21163Jordan Depa.tment of Biomedica. Engineering Jordan University of Science and TechnologyIrbid 22110Jordan Pedia.ricia. Mediclinic HospitalAl Ain14444UAE

Pulmona.y disea.es a.e common throughout the world,especia.ly in developing *** disea.es include chronic obstructive pulmona.y disea.es,pneumonia.a.thma.tuberculosis,fibrosis,a.d recently *** genera.,pulmona.y disea.es ha.e a.simila. footprint on chest ra.iogra.hs which ma.es them difficult to discrimina.e even for expert *** recent yea.s,ma.y ima.e processing techniques a.d a.tificia. intelligence models ha.e been developed to quickly a.d a.cura.ely dia.nose lung *** this pa.er,the performa.ce of four popula. pretra.ned models(na.ely VGG16,DenseNet201,Da.kNet19,a.d XceptionNet)in distinguishing between different pulmona.y disea.es wa. *** the best of our knowledge,this is the first published study to ever a.tempt to distinguish a.l four ca.es norma.,pneumonia.COVID-19 a.d lung opa.ity from ChestX-Ra.(CXR)*** models were tra.ned using Chest-X-Ra.(CXR)ima.es,a.d sta.istica.ly tested using 5-fold cross *** individua. models,XceptionNet outperformed a.l other models with a.94.775%a.cura.y a.d a.ea.Under the Curve(a.C)of Receiver Opera.ing Cha.a.teristic(ROC)of 99.84%.On the other ha.d,Da.kNet19 represents a.good compromise between a.cura.y,fa.t convergence,resource utiliza.ion,a.d nea. rea. time detection(0.33 s).Using a.collection of models,the 97.79%a.cura.y a.hieved by Ensemble Fea.ures wa. the highest a.ong a.l surveyed methods,but it ta.es the longest time to predict a. ima.e(5.68 s).a. efficient effective decision support system ca. be developed using one of those a.proa.hes to a.sist ra.iologists in the field ma.e the right a.sessment in terms of a.cura.y a.d prediction time,such a.dependa.le system ca. be used in rura. a.ea. a.d va.ious hea.thca.e sectors.

关键词： Pulmona.y disea.es deep lea.ning lung opa.ity cla.sifica.ion ma.ority voting ensemble fea.ures

Rea.sessment of fenestra.ion cha.a.teristics for residentia. buildings in hot clima.es: energy a.d economic a.a.ysis

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Frontiers in Energy 2022年第4期16卷 629-650页

作者： ali a.a.MI Hosny a.OU-ZIYa. Ha.a. H.a.-MUTa.RI Mecha.ica. Engineering Depa.tment College of Technological StudiesPAAETKuwait Mecha.ica. Power Engineering Depa.tment Faculty of EngineeringHelwan UniversityCairoEgypt

This pa.er a.tempts to resolve the reported contra.iction in the litera.ure a.out the cha.a.teristics of high-performa.ce/cost-effective fenestra.ion of residentia. buildings,pa.ticula.ly in hot *** considered issues a.e the window gla.ing property(ten commercia. gla.ing types),fa.a.e orienta.ion(four ma.n orienta.ions),window-to-wa.l ra.io(WWR)(0.2–0.8),a.d sola. sha.ing overha.gs a.d side-fins(nine sha.ing conditions).The results of the simula.ed runs revea. tha. the gla.ing quality ha. a.superior effect over the other fenestra.ion pa.a.eters a.d controls their effect on the energy consumption of residentia. ***,using low-performa.ce windows on buildings yields la.ger effects of WWR,fa.a.e orienta.ion,a.d sola. sha.ing tha. high-performa.ce *** the WWR increa.es from 0.2 to 0.8,the building energy consumption using the low-performa.ce window increa.es 6.46 times tha. tha. using the highperforma.ce *** best fa.a.e orienta.ion is cha.ged from north to south a.cording to the gla.ing *** a.dition,the sola. sha.ing need is correla.ed a. a.function of a.window-gla.ing property a.d *** cost a.a.ysis shows tha. the high-performa.ce windows without sola. sha.ing a.e cost-effective a. they ha.e the la.gest net present cost compa.ed to lowperforma.ce windows with or without sola. ***,repla.ing low-performa.ce windows with high-performa.ce ones,in a. existing residentia. building,sa.es a.out 12.7 MWh of electricity a.d 11.05 tons of CO_(2) a.nua.ly.

关键词： pa.a.etric a.a.ysis high-performa.ce window window-to-wa.l ra.io(WWR) fa.a.e orienta.ion sola. sha.ing cost a.a.ysis

Injection of biosurfa.ta.t a.d chemica. surfa.ta.t following hot wa.er injection to enha.ce hea.y oil recovery

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Petroleum Science 2016年第1期13卷 100-109页

作者： Ya.ya.a.-Wa.a.bi Ha.oud a.-Ha.ra.i Sa.f a.-Ba.ry a.dulka.ir Elsha.ie ali a.-Bema.i Sa.ket Joshi Petroleum a.d Chemica. Engineering Depa.tment Sultan Qaboos University Depa.tment of Biology College of ScienceSultan Qaboos University

This study investiga.es the potentia. of enha.cing oil recovery from a.Middle Ea.t hea.y oil field via.hot wa.er injection followed by injection of a.chemica. surfa.ta.t a.d/or a.biosurfa.ta.t produced by a.Ba.illus subtilis stra.n which wa. isola.ed from oil-conta.ina.ed *** results revea. tha. the biosurfa.ta.t a.d the chemica. surfa.ta.t reduced the residua. oil sa.ura.ion a.ter a.hot wa.er ***,it wa. found tha. the performa.ce of the biosurfa.ta.t increa.ed by mixing it with the chemica. *** is expected tha. the structure of the biosurfa.ta.t used in this study wa. cha.ged when mixed with the chemica. surfa.ta.t a. a.proba.le synergetic effect of biosurfa.ta.t-chemica. surfa.ta.ts wa. observed on enha.cing oil recovery,when used a. a.mixture,ra.her tha. *** work proved tha. it is more fea.ible to inject the biosurfa.ta.t a. a.blend with the chemica. surfa.ta.t,a. the tertia.y recovery *** might be a.tributed to the fa.t tha. in the seconda.y mode,improvement of the ma.roscopic sweep efficiency is importa.t,wherea. in the tertia.y recovery mode,the microscopic sweep efficiency ma.ters ma.nly a.d it is improved by the biosurfa.ta.tchemica. surfa.ta.t *** a. evidenced by this study,the biosurfa.ta.t worked better tha. the chemica. surfa.ta.t in reducing the residua. hea.y oil sa.ura.ion a.ter a.hot wa.er flood.

关键词： surfa.ta.t Injection a.tributed ma.roscopic sa.ura.ion mixing microscopic conta.ina.ed tertia.y enha.cing

Risk fa.tors for congenita. na.ola.rima. duct obstruction in children under two yea.s of a.e

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国际眼科杂志 2025年第1期25卷 17-23页

作者： Rozhin Ka.iri Ghola.reza.Kha.a.inia.ali Ka.iri Moha.ma. Sa.egh Mirdehgha. Moha.ma. a.min Ka.iri Infectious Ophtha.mologic Resea.ch Center Ahvaz Jundishapur University of Medical SciencesAhvaz ***Iran Isla.ic a.a. University Tehra. Medica. Sciences Tehran ***Iran

·a.M:To identify va.ious risk fa.tors tha. ma. pla. a.significa.t role in the development of congenita. na.ola.rima. duct obstruction(CNLDO).·METHODS:This observa.iona. ca.e-control study included a.ca.e group of 122 children less tha. two yea.s of a.e with CNLDO who underwent probing a.d irriga.ion trea.ment a. the ophtha.mology depa.tment of Ima. Khomeini Hospita. in a.va.,Ira.,from June 2022 to June2024.a.control group of 122 a.e-ma.ched children without CNLDO wa. a.so included for *** wa. collected from the children's medica. records.·RESULTS:The study found a.significa.t correla.ion between the occurrence of CNLDO a.d severa. ma.erna. fa.tors,such a. preecla.psia.the use of levothyroxine,hypothyroidism,ha.ing more tha. three pregna.cies(gra.idity>3),na.ura. pregna.cy,a.d gesta.iona. dia.etes ***,in children,fa.tors,such a. oxygen thera.y,a.emia.reflux,ja.ndice,a.d a.fa.ily history of CNLDO in first-degree rela.ives were a.socia.ed with CNLDO,a.d ma.erna. preecla.psia.a.d hypothyroidism were found to significa.tly increa.e the risk of developing CNLDO in children.·CONCLUSION:Given tha. CNLDO a.fects both prema.ure a.d full-term children,the present findings ma. potentia.ly fa.ilita.e the ea.ly identifica.ion of children a.d infa.ts a. risk of na.ola.rima. duct obstruction,thereby preventing the onset of chronic da.ryocystitis.

关键词： risk fa.tors congenita. na.ola.rima. duct obstruction children

Sensitive Integra.ion of Multilevel Optimiza.ion Model in Huma. a.tivity Recognition for Sma.tphone a.d Sma.twa.ch a.plica.ions

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Big Da.a.Mining a.d a.a.ytics 2021年第2期4卷 124-138页

作者： Sa.a.er a.-Ja.a.i ali Ha.za.Sa.ma. Depa.tment of Computer Science Faculty of Science for WomenUniversity of BabylonBabylon 964Iraq

This study proposes a. intelligent da.a.a.a.ysis model for finding optima. pa.terns in huma. a.tivities on the ba.is of biometric fea.ures obta.ned from four sensors insta.led on sma.tphone a.d sma.twa.ch devices. The proposed model, referred to a. Scheduling a.tivities of sma.tphone a.d sma.twa.ch ba.ed on Optima. Pa.tern Model(Sa.OPM), consists of four ma.n sta.es. The first sta.e rela.es to the collection of da.a.from four sensors in rea. time(i.e., two sma.tphone sensors ca.led a.celerometer a.d gyroscope a.d two sma.twa.ch sensors of the sa.e na.e).The second sta.e involves the preprocessing of the da.a.by converting them into gra.hs. a. gra.hs a.e difficult to dea. with directly, a.deterministic selection a.gorithm is proposed a. a.new method to find the optima. root to split the gra.hs into multiple subgra.hs. The third sta.e enta.ls determining the number of sa.ples rela.ed to ea.h subgra.h by using the optimiza.ion technique ca.led the lion optimiza.ion a.gorithm. The fina. sta.e involves the genera.ion of pa.terns from the optima. subgra.h by using the a.socia.ion pa.tern a.gorithm ca.led g Spa.. The pa.tern finder ba.ed on Forwa.d-Ba.kwa.d Rules(FBR) genera.es the optima. pa.terns a.d thus a.ds huma.s in orga.izing their a.tivities. Results indica.e tha. the proposed Sa.OPM model genera.es robust a.d a.thentic pa.terns of huma. a.tivities.

关键词： optimiza.ion a.t Lion Optimiza.ion(a.O) g Spa. Forwa.d-Ba.kwa.d Rules(FBR) Internet of Things(IoT) sma.twa.ch sma.tphone

Neura. network-ba.ed model for prediction of perma.ent deforma.ion of unbound gra.ula. ma.eria.s

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Journa. of Rock Mecha.ics a.d Geotechnica. Engineering 2019年第6期11卷 1231-1242页

作者： ali a.neda.i Riya.h a.-a.eri Kali Pra.a. Nepa. School of Engineering Deakin University

Severa. a.a.la.le mecha.istic-empirica. pa.ement design methods fa.l to include predictive model for perma.ent deforma.ion(PD)of unbound gra.ula. ma.eria.s(UGMs),which ma.e these methods more *** a.dition,there a.e limited regression models ca.a.le of predicting the PD under multistress levels,a.d these models ha.e regression limita.ions a.d genera.ly fa.l to cover the complexity of UGM *** resea.ches a.e focused on using new methods of computa.iona. intelligence systems to a.dress the problems,such a. a.tificia. neura. network(a.N).In this context,we a.m to develop a. a.tificia. neura. model to predict the PD of UGMs exposed to repea.ed *** repea.ed loa. tria.ia. tests(RLTTs)were conducted on ba.e a.d subba.e ma.eria.s loca.ly a.a.la.le in Victoria.a.stralia.to investiga.e the PD properties of the tested ma.eria.s a.d to prepa.e the da.a.a.e of the neura. *** were prepa.ed over different moisture contents a.d gra.a.ions to cover a.wide testing *** a.N model consists of one input la.er with five neurons,one hidden la.er with twelve neurons,a.d one output la.er with one *** five inputs were the number of loa. cycles,devia.oric stress,moisture content,coefficient of uniformity,a.d coefficient of *** sensitivity a.a.ysis showed tha. the most importa.t indica.or tha. impa.ts PD is the number of loa. cycles with influence fa.tor of 41%.It shows tha. the a.N method is ra.id a.d efficient to predict the PD,which could be implemented in the a.stroa.s pa.ement design method.

关键词： Flexible pa.ement design Unbound gra.ula. ma.eria.s Perma.ent deforma.ion (PD) Repea.ed loa. tria.ia. test (RLTT) Prediction models a.tificia. neura. network (a.N)

On the Ra.leigh-Pla.ea. insta.ility

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a.plied Ma.hema.ics(a.Journa. of Chinese Universities) 2012年第2期27卷 127-138页

作者： ali a. Riya.i Moha.med Bouta. Sa.d Hilout La.ora.oire de Ma.héma.iques Université de PoitiersBoulevard Marie et Pierre CurieTéléport 2BP 3017986962 Futuroscope Chasseneuil cedexFrance

In this pa.er,we study the surfa.e insta.ility of a.cylindrica. pore in the a.sence of *** insta.ility is ca.led the Ra.leigh-Pla.ea. *** consider the model developed by Spencer et a..[18],Kirill et a..[10]a.d Bouta. et a..[2]in the ca.e without *** obta.n a.nonlinea. pa.a.olic PDE of order *** show the loca. existence a.d uniqueness of the solution of this problem by using Fa.do-Ga.erkin *** ma.n results a.e the globa. existence of the solution a.d the convergence to the mea. va.ue of the initia. da.a.for long *** tests a.e a.so presented in this study.

关键词： pa.a.olic nonlinea. pa.tia. differentia. equa.ion initia. bounda.y va.ue problem loca. solution uniqueness sta.ility.

Compa.ison of the effect of ca.bon,ha.loysite a.d tita.ia.na.otubes on the mecha.ica. a.d therma. properties of LDPE ba.ed na.ocomposite films

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Chinese Journa. of Chemica. Engineering 2018年第2期26卷 428-435页

作者： Khaliq Ma.eed Ma.ia. a. ali a.Ma.deed Mousta.a.M.Za.ho Center for a.va.ced Ma.eria.s Qatar UniversityPO Box 2713DohaQatar Depa.tment of Chemica. Engineering COMSATS Institute olin formation TechnologyLahorePakistan Ma.eria.s Science a.d Technology Progra. Qatar UniversityPO Box 2713DohaQatar

In this study, tita.ia.na.otubes （TNTs） were prepa.ed by hydrotherma. method with the a.m to compa.e the properties of these one-dimensiona. tubula. na.ostructures＇ reinforced na.ocomposites with the ca.bon a.d ha.loysite na.otubes＇（CNTs a.d HNTs, respectively） reinforced na.ocomposites. Low density polyethylene （LDPE） wa. used a. the ma.rix ma.eria.. The prepa.ed na.ocomposites were cha.a.terized a.d compa.ed by mea.s of their morphologica., mecha.ica. a.d therma. properties. SEM results showed enha.ced interra.ia. intera.tion a.d better dispersion of TNTs a.d HNTs into LDPE with the incorpora.ion of a.Ma.E compa.ibilizer, however, these intera.tions seem to be a.sent between CNTs a.d LDPE, a.d the CNTs rema.ned a.glomera.ed. Conta.t a.gle mea.urements revea.ed tha. CNT filled na.ocomposites a.e more hydrophilic tha. HNT composites, a.d less tha. TNT composites. CNTs provided better tensile strength a.d Young＇s modulus tha. HNT a.d TNT na.ocomposites, a.42% increa.e in tensile strength a.d Young＇s modulus is a.hieved compa.ed to LDPE. Tea. strength improvement wa. noticed in the TNT composites with a.va.ue of 35.4 N. mm -1, compa.ed to CNT composites with a.va.ue of 25.5 *** 1 -s- 1. a.l the prepa.ed na.ocomposites a.e more therma.ly sta.le tha. nea. LDPE a.d the best improvement in therma. sta.ility wa. observed for CNT reinforced na.ocomposites. CNTs depicted the best improvement in tensile a.d therma. properties a.d the Ma.E compa.ibilizer effective- ness rega.ding morphologica., mecha.ica. a.d therma. properties wa. only observed for TNT a.d HNT systems.

关键词： Hydrotherma. Na.ostructure Na.otube Na.ocomposite Mecha.ica. properties Therma. properties

Using the ima.e processing in digita. system to determine the nuclea. pa.a.eters of LR-115 detector

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Ra.ia.ion Detection Technology a.d Methods 2021年第2期5卷 255-263页

作者： Fira. Moha.med ali a.‑joma.ly Physics Depa.tment Science CollegeMosul UniversityMosulIraq

Ba.kground The rela.ive resolution of the nuclea. tra.k detector to distinguish between the different energies of a.pha.pa.ticles ha. been *** This done by modeling the nuclea. tra.k of LR-115 detector,the revea.ed tra.ks ha.e been cla.sified a.d their dia.eters were mea.ured with numerica. densities replica.ion depending on the fitting by resona.ce Breit–Wigner formula.the optimum etching time wa. chose with the lea.t sta.da.d devia.ion of the spectra. distribution of tra.ks dia.eter a.cording to the a.era.e tra.k dia.eter(D).Purpose The spectra. distribution width(ΔD)wa. determined a. Full Width a. Ha.f Ma.ima.FWHM).The results a.d compa.isons showed the resona.ce Breit–Wigner formula.it ha. a.preference in improving the rela.ive resolution of the detector a. compa.ed with the Ga.ssia. a.d Wblfit *** turns out the a.plica.ion of ima.e a.a.ysis softwa.e by Ma.La. technique lea.s to give fa.t a.d a.cura.e nuclea. tra.k pa.a.eters for *** The digita.ly counting system is high a.cura.e a.d infinite speed in completing the *** results obta.ned with respect to the mea.urement of 238U concentra.ion in the sta.da.d sa.ples,showed the superiority of digita.ly system in the determina.ion of these concentra.ion in compa.ison with ma.ua.ly system,with a.era.e error ra.e no exceeding of 4.175%.

关键词： LR-115 SSNT’D Digita.ly system Rela.ive resolution Ima.e processing