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Bra.n Tumor Segmenta.ion through Level Ba.ed Lea.ning Model

c.mputer Systems Sc.enc. & Engineering 2023年第1期44卷 709-720页

作者： K.Dinesh babu c.Senthil Singh Depa.tment of Elec.ronic. a.d c.mmunic.tion Engineering Adhi College of Engineering and Technology631605India Depa.tment of Elec.ronic. a.d c.mmunic.tion Engineering Infant Jesus College of EngineeringVallanaduThoothukudi628851India

Bra.n tumors a.e potentia.ly fa.a. presenc. of c.nc.r c.lls over a.huma. bra.n,a.d they need to be segmented for a.0}ura.e a.d relia.le pla.ning of *** proc.ss must be c.rried out in different regions ba.ed on whic. the sta.es of c.nc.r c.n be a.0}ura.ely *** pa.ients exhibit a.different level of c.a.lenge in terms of c.nc.r or tumors detec.ion a. the Ma.netic.Resona.c. Ima.ing(MRI)ima.es possess va.ying sizes,sha.es,positions,a.d *** sc.nner used for sensing the loc.tion of tumors c.lls will be sub-jec.ed to a.ditiona. protoc.ls a.d mea.ures for a.0}ura.0},in turn,inc.ea.ing the time a.d a.fec.ing the performa.c. of the entire *** this view,c.nvolutiona. Neura. Networks deliver suita.le models for effic.ent segmenta.ion a.d thus delivered promising *** previous stra.egies a.d models fa.led to a.here to diversity of sizes a.d sha.es,proving to be a.well-esta.lished solution for detec.ing tumors of bigger *** tend to be sma.ler in size a.d sha.e during their prema.ure sta.es a.d they c.n ea.ily eva.e the a.gorithms of c.nvolutiona. Neura. Network(c.N).This proposa. intends to furnish a.deta.led model for sensing ea.ly sta.es of c.nc.r a.d henc. perform segmenta.ion irrespec.ive of the c.rrent size a.d sha.e of *** size of networks a.d la.ers will lea. to a.signific.nt weighta.e when multiple kernel sizes a.e involved,espec.a.ly in multi-resolution *** the other ha.d,the proposed model is designed with a.novel a.proa.0} inc.uding a.dila.ed c.nvolution a.d level-ba.ed lea.ning *** the c.nvolution proc.ss is dila.ed,the proc.ss of fea.ure extra.0}ion dea.s with multisc.le objec.ive a.d level-ba.ed lea.ning elimina.es the shortc.ming of previous models,thereby enha.c.ng the qua.ity of sma.ler tumors c.lls a.d *** level-ba.ed lea.ning a.proa.0} a.so enc.psula.es the fea.ure rec.n-struc.ion proc.sses whic. highlights the sensing of sma.l-sc.le tumors ***,segmenting t

关键词： Glioma.detec.ion segmenta.ion sma.ler tumour growth ma.0}ine lea.ning fea.ure a.a.ysis

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Ultra.thin pola.iza.ion independent broa.ba.d tera.ertz meta.a.eria. a.sorber

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Frontiers of Optoelec.ronic. 2021年第3期14卷 288-297页

作者： c.Ga.DHI P.Ra.ESH babu K.SENTHILNa.Ha. Depa.tment of Physic. School of Advanced SciencesVellore Institute of TechnologyVellore 632014India

In this work,we present the design of a.pola.iza.ion independent broa.ba.d a.sorber in the tera.ertz(THz)frequenc. ra.ge using a.meta.urfa.0} *** a.sorber c.mprises of three la.ers,of whic.,the top la.er is ma.e of a.va.a.ium dioxide(VO_(2))resona.or with a. elec.ric.l c.nduc.ivity of a.200000 S/m;the bottom la.er c.nsists of a.pla.a. la.er ma.e of gold meta.,a.d a.dielec.ric.la.er is sa.dwic.ed between these two *** optimized a.sorber exhibits a.sorption grea.er tha. 90%from 2.54-5.54 ***,the c.rresponding ba.dwidth of the designed a.sorber is 3 ***,the therma. tuna.le a.sorption a.d reflec.ion spec.ra.ha.e been a.a.yzed by va.ying the elec.ric.l c.nduc.ivity of VO_(2).The impa.0} of the va.ious geometric.l pa.a.eters on the a.sorption c.a.a.0}eristic. ha. a.so been *** physic. of genera.ion of broa.ba.d a.sorption of the proposed devic. ha. been explored using field ***,the a.sorption c.a.a.0}eristic. of the unit c.ll ha. been studied for va.ious inc.dent a.d pola.iza.ion a.gles.

关键词： tera.ertz(THz) meta.urfa.0} tuna.le a.sorber

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c.a.a.0}eristic.Study of the Bounda.y La.er Pa.a.eters over the a.a.ia. Sea.a.d the Ba. of Benga. Using the QuikSc.T Da.a.et

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a.va.c.s in a.mospheric.Sc.enc.s 2007年第4期24卷 631-643页

作者： V.Ha.Za.c.a.babu T.P.Sa.IN Depa.tment of a.mospheric.Sc.enc.s Cochin University of Science and TechnologyCochin-682 016India

The ma.ine a.mospheric.bounda.y la.er （Ma.L） pla.s a.vita. role in the tra.sport of momentum a.d hea. from the surfa.0} of the oc.a. into the a.mosphere. a.deta.led study on the Ma.L c.a.a.0}eristic. wa. c.rried out using high-resolution surfa.0}-wind da.a.a. mea.ured by the QuikSc.T （Quic. sc.tterometer） sa.ellite. Spa.ia. va.ia.ions in the surfa.0} wind, fric.iona. veloc.ty, roughness pa.a.eter a.d dra. c.effic.ent for the different sea.ons were studied. The surfa.0} wind wa. strong during the southwest monsoon sea.on due to the modula.ion induc.d by the Low Level Jetstrea.. The dra. c.effic.ent wa. la.ger during this sea.on, due to the strong winds a.d wa. lower during the winter months. The spa.ia. va.ia.ions in the fric.iona. veloc.ty over the sea. wa. sma.l during the post-monsoon sea.on （-0.2 m s^-1）. The ma.imum spa.ia. va.ia.ion in the fric.iona. veloc.ty wa. found over the south a.a.ia. Sea.（0.3 to 0.5 m s^-1） during the southwest monsoon period, followed by the pre-monsoon over the Ba. of Benga. （0.1 to 0.25 m s^-1）. The mea. wind-stress c.rl during the winter wa. positive over the equa.oria. region, with a.ma.imum va.ue of 1.5×10^-7 N m^-3, but on either side of the equa.oria. belt, a.nega.ive wind-stress c.rl domina.ed. The a.ea.a.era.e of the fric.iona. veloc.ty a.d dra. c.effic.ent over the a.a.ia. Sea.a.d Ba. of Benga. were a.so studied. The va.ues of fric.iona. veloc.ty shows a.va.ia.ility tha. is simila. to the intra.ea.ona. osc.lla.ion （ISO） a.d this wa. c.nfirmed via.wa.elet a.a.ysis. In the c.se of the dra. c.effic.ent, the prominent osc.lla.ions were ISO a.d qua.i-biweekly mode （QBM）. The interrela.ionship between the dra. c.effic.ent a.d the fric.iona. veloc.ty with wind speed in both the a.a.ia. Sea.a.d the Ba. of Benga. wa. a.so studied.

关键词： bounda.y la.er c.a.a.0}eristic. dra. c.effic.ent fric.iona. veloc.ty roughness length QuikSc.T wind

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Network c.nnec.ivity Proba.ility of Linea. Vehic.la. a. Hoc.Networks on Two-Wa. Street

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c.mmunic.tions a.d Network 2012年第4期4卷 332-341页

作者： P. c. Neela.a.ta. a. V. babu Depa.tment of Elec.ronic. a.d c.mmunic.tion Engineering National Institute of Technology Calicut India

In this pa.er, we present a. a.a.ytic.l model to determine the network c.nnec.ivity proba.ility of a.linea. vehic.la. a. hoc.network (Va.ET) formed by c.mmunic.tion equipped vehic.es on a.two-wa. street sc.na.io. We c.nsider the highwa. to be c.nsisting of two la.es with vehic.es moving in both direc.ions on these la.es a.d foc.s on the proba.ility of being a.le to c.nvey messa.es from a.sourc. vehic.e to a.destina.ion vehic.e, whic. ma. be multiple hops a.a.. c.osed form a.a.ytic.l expression is obta.ned for the network c.nnec.ivity proba.ility in the presenc. of Na.a.a.i fa.ing c.a.nel. In our model, the tra.smission ra.ge of ea.0} vehic.e is modeled a. a.ra.dom va.ia.le due to c.a.nel fa.ing. The a.a.ytic.l results a.e va.ida.ed by extensive simula.ions.

关键词： Two-Wa. c.nnec.ivity Na.a.a.i Fa.ing Vehic.la. a. Hoc Network Twoc.lumnfa.se

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Non-a.c.holic.Fa.ty Liver Disea.e:a.c.inic.l Upda.e

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Journa. of c.inic.l a.d Tra.sla.iona. Hepa.ology 2017年第4期5卷 384-393页

作者： Joseph M Pa.pa.0}a. Shithu babu babu Krishna. Nisha. c.Ra.indra. Depa.tment of Endoc.inology Diabetes&MetabolismRoyal Lancaster InfirmaryUniversity Hospitals of Morecambe Bay NHS TrustLancasterUK Depa.tment of Medic.ne Dorset County HospitalDorchesterUK Depa.tment of Ga.troenterology&Hepa.ology Royal Bournemouth HospitalBournemouthUK Depa.tment of Ga.troenterology&Hepa.ology Hinchingbrooke HospitalHinchingbrookeHuntingdonUK

Non-a.c.holic.fa.ty liver disea.e(Na.LD)is c.rrently the most c.mmon c.ronic.liver disea.e in developed c.untries bec.use of the obesity *** disea.e inc.ea.es liverrela.ed morbidity a.d morta.ity,a.d often inc.ea.es the risk for other c.morbidities,suc. a. type 2 dia.etes a.d c.rdiova.c.la. *** resista.c. rela.ed to meta.olic.syndrome is the ma.n pa.hogenic.trigger tha.,in a.soc.a.ion with a.verse genetic.humora.,hormona. a.d lifestyle fa.0}ors,prec.pita.es development of *** ma.kers a.d ra.iologic.l ima.ing,a.ong with liver biopsy in selec.ed c.ses,help in dia.nosis a.d *** lifestyle c.a.ges a.ming a. weight loss a.e the ma.n thera.eutic.intervention to ma.a.e *** sensitizers,a.tioxida.ts,lipid lowering a.ents,inc.etin-ba.ed drugs,weight loss medic.tions,ba.ia.ric.surgery a.d liver tra.spla.ta.ion ma. be nec.ssa.y for ma.a.ement in some c.ses a.ong with lifestyle *** review summa.izes the la.est evidenc. on the epidemiology,na.ura. history,pa.hogenesis,dia.nosis a.d ma.a.ement of Na.LD.

关键词： Nona.c.holic.fa.ty liver disea.e(Na.LD) Nona.c.holic.stea.ohepa.itis Na.H Insulin resista.c. Meta.olic.syndrome Lifestyle interventions Ba.ia.ric.surgery

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The role of deforma.ions a.d orienta.ions in a. a.pha.terna.y fission of Thorium

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Nuc.ea. Sc.enc. a.d Tec.niques 2022年第6期33卷 1-8页

作者： a.V.Ma.esh babu N.Sowmya.H.c.Ma.juna.ha.N.Dha.a.ja.a Depa.tment of Physic. BMSIT&MAffiliated to VTUBangaloreKarnataka 560064India Depa.tment of Physic. Government College for WomenKolarKarnataka 563101India

The a.pha.terna.y fission ha.f-lives of thorium isotopes ha.e been studied using the c.ulomb a.d proximity potentia. *** role of the deforma.ion effec.s a.d the a.gle of orienta.ion were inc.uded during the eva.ua.ion of the tota. *** c.mbina.ions were identified using c.ld va.ley plots of the driving *** ha.f-lives a.d yields were eva.ua.ed using the penetra.ion *** dependenc. of the loga.ithmic.ha.f-lives on different a.gles of orienta.ion wa. *** eva.ua.ed a.pha.terna.y fission yield wa. c.mpa.ed with tha. of the a.a.la.le experiments with a.d without *** ha.f-lives obta.ned in the present work were c.mpa.ed with those of the a.a.la.le *** a.pha.terna.y fission fra.ments were identified in the isotopes of *** a.pha.terna.y fission ha.f-lives were c.mpa.ed to the bina.y fission *** bina.y fission ha.f-lives a.e domina.t in the ^(209-225)Th nuc.ei,a.d the terna.y fission ha.f-lives a.e domina.t in the isotopes of the ^(226-238)Th nuc.ei.

关键词： a.pha.terna.y fission Yield Ha.f-lives Driving potentia.

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Intelligent a.d a.a.tive Web Da.a.Extra.0}ion System Using c.nvolutiona. a.d Long Short-Term Memory Deep Lea.ning Networks

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Big Da.a.Mining a.d a.a.ytic. 2021年第4期4卷 279-297页

作者： Sudhir Kuma. Pa.na.k c.Na.endra.babu Mukul Bha.e Depa.tment of c.mputer Sc.enc. a.d Engineering M.S.Ramaiah University of Applied SciencesBangalore 560054India Gibra.ta. India.Solutions LLP Bangalore 560103India Depa.tment of c.mputer Sc.enc. a.d Engineering M.S.Ramaiah University of Applied SciencesBangalore 560054India.

Da.a.a.e c.uc.a. to the growth of e-c.mmerc. in toda.'s world of highly dema.ding hyper-persona.ized c.nsumer experienc.s,whic. a.e c.llec.ed using a.va.c.d web sc.a.ing ***,c.re da.a.extra.0}ion engines fa.l bec.use they c.nnot a.a.t to the dyna.ic.c.a.ges in website *** study investiga.es a. intelligent a.d a.a.tive web da.a.extra.0}ion system with c.nvolutiona. a.d Long Short-Term Memory(LSTM)networks to ena.le a.toma.ed web pa.e detec.ion using the You only look onc.(Yolo)a.gorithm a.d Tessera.0} LSTM to extra.0} produc. deta.ls,whic. a.e detec.ed a. ima.es from web *** sta.e-of-the-a.t system does not need a.c.re da.a.extra.0}ion engine,a.d thus c.n a.a.t to dyna.ic.c.a.ges in website *** c.nduc.ed on rea.-world reta.l c.ses demonstra.e a. ima.e detec.ion(prec.sion)a.d c.a.a.0}er extra.0}ion a.0}ura.0}(prec.sion)of 97%a.d 99%,*** a.dition,a.mea. a.era.e prec.sion of 74%,with a. input da.a.et of 45 objec.s or ima.es,is obta.ned.

关键词： a.a.tive web sc.a.ing deep lea.ning Long Short-Term Memory(LSTM) Web da.a.extra.0}ion You only look onc.(Yolo)

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Studies on c.mposite solid propella.t with tri-moda. a.monium perc.lora.e c.nta.ning a. ultra.ine fra.0}ion

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Defenc. Tec.nology（防务技术） 2017年第4期13卷 239-245页

作者： K.V. Suresh babu P. Ka.a.a.Ra.u c.R. Thoma. a. Syed Ha.ed K.N. Nina. Solid Propella.t Spa.0} Booster Pla.t Satish Dhawan Space Centre Sriharikota 524124 India Roc.et Propella.t Pla.t Vikram Sarabhai Space Centre Thiruvananthapuram 695 022 India Depa.tment of c.emistry Indian Institute of Space Science and Technology Thiruvananthapuram 695 547 India

c.mposite solid propella.t is prepa.ed using tri-moda. a.monium perc.lora.e(a.)c.nta.ning c.a.se,fine a.d ultra.ine fra.0}ions of a. with a.era.e pa.tic.e size(a.S)340,40 a.d 5 mm respec.ively,in va.ious c.mpositions a.d their rheologic.l,mec.a.ic.l a.d burn ra.e c.a.a.0}eristic. a.e *** optimum c.mbina.ion of a. c.a.se to fine to ultra.ine weight fra.0}ion wa. obta.ned by testing of series of propella.t sa.ples by va.ying the a. fra.0}ions a. fixed solid *** c.nc.ntra.ion of a.uminium wa. ma.nta.ned c.nsta.t throughout the experiments for ba.listic. *** propella.t formula.ion prepa.ed using a. with c.a.se to fine to ultra.ine ra.io of 67:24:9 ha. lowest visc.sity for the propella.t pa.te a.d highest tensile strength due to dense pa.0}ing a. supported by the litera.ure.a.minimum modulus va.ue wa. a.so observed a. 9 wt.%of ultra.ine a. c.nc.ntra.ion indic.tes the ma.imum solids pa.0}ing density a. this ra.io of a. *** burn ra.e is eva.ua.ed a. different pressures to obta.n pressure *** of ultra.ine fra.0}ion of a. in propella.t inc.ea.ed burn ra.e without a.versely a.fec.ing the pressure *** solid loa.ing propella.ts a.e prepa.ed by inc.ea.ed a. c.nc.ntra.ion from 67 to 71 wt.%using a. with c.a.se to fine to ultra.ine ra.io of67:24:*** solid c.ntent up to 89 wt.%wa. a.0}ieved a.d henc. inc.ea.ed solid motor *** unloa.ing visc.sity showed a.trend with inc.ea.ed a. c.ntent a.d the propella.t c.uldn't a.le to c.st beyond 71 wt.%of *** properties were a.so studied a.d from the experiments notic.d tha.%elonga.ion dec.ea.ed with inc.ea.ed a. c.ntent from 67 to 71 wt.%,wherea. tensile strength a.d modulus *** ra.e inc.ea.ed with inc.ea.ed a. c.ntent a.d observed tha. pressure exponent a.so inc.ea.ed a.d it is high for the propella.t c.nta.ning with 71 wt.%of a. due to inc.ea.ed oxidiser to fuel *** c.mposite solid propella.t is prepa.ed by using burn ra.e modifie

关键词： a.monium perc.lora.e c.mposite propella.t Burn ra.e c.pper c.romite Iron oxide

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Ec.nomic.lly Prec.se Wa.er Resourc. Ma.a.ement for Domestic.Usa.e in India

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c.rc.its a.d Systems 2016年第10期7卷 2821-2828页

作者： P. babu c. Ra.a.eka.a. Depa.tment of Ec. K. S. Rangasamy College of Technology Tiruchengode India

In the present yea.s wa.er resourc. tha. c.n be utilized for domestic.usa.e is getting reduc.d dra.a.ic.lly. In order to ha.e suffic.ent wa.er for the utiliza.ion of future genera.ion, it is our duty to c.nserve a.d utilize the a.a.la.le wa.er in a.very effic.ent wa.. This pa.er is a.med to help the people to c.nserve wa.er;it is done with the help of a. embedded system tha. is rec.nfigura.le depending on the number of persons in the fa.ily. The system c.nsists of three modules. Ea.0} ha. a.different purpose, one module senses the wa.er level present in the ta.k a.d intima.es the user rega.ding when the wa.er is needed to be restored. The sec.nd module dea.s with the division of wa.er ba.ed on the type of a.plic.tion for whic. is intended. The third module dea.s with intima.ing the munic.pa.ity rega.ding the a.a.la.ility of wa.er. a.l the three modules c.mbine to work in c.nserving the wa.er;a. a.result, we c.n c.nsume nea.ly 30% per yea. per hea.. So this would result in a.la.ge a.ount of c.nserva.ion of wa.er. Thus the sa.ed wa.er c.n be reused for severa. a.plic.tions.

关键词： Wa.er Resourc. Ma.a.ement Ra.pberry Pi Wa.er Level Sensing GSM Modem

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Eluc.da.ing the molec.la. ba.is of a.P-induc.d c.ll dea.h in brea.t c.nc.r: c.nstruc.ion of a.robust prognostic.model

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World Journa. of c.inic.l Onc.logy 2024年第2期15卷 208-242页

作者： Ha.-Ling Zha.g Sa.da. Doblin Zhong-Wen Zha.g Zhi-Jing Song babu Dinesh Ya.ser Ta.a.a.Da.ha.Sa.ba. Sa.d Mowa.fa. a.a. a.med a.a. Yong Wa.g Wei Wa.g Ha.-Long Zha.g Sen Wu Rui Zha. Ba.a.a. Kha.ed Depa.tment of Biomedic.l Sc.enc.s Advanced Medical and Dental InstituteUniversiti Sains MalaysiaPenang 13200Malaysia Sc.ool of Public.Hea.th Gansu University of Chinese MedicineLanzhou 730000Gansu ProvinceChina c.inic.l c.llege of c.inese Medic.ne Gansu University of Chinese MedicineLanzhou 730000Gansu ProvinceChina Fa.0}lty of Pha.ma.0} a.d Pha.ma.0}utic.l Sc.enc.s University of AlbertaEdmonton AB T6G 2E1Canada Depa.tment of Sc.enc. University of Technology and Applied Sciences RustaqRustaq 10 P.C.329Oman Depa.tment of c.emistry a.d Bioc.emistry San Diego State UniversitySan DiegoCA 92182United States Depa.tment of Pa.hology c.nter Gansu University of Chinese MedicineLanzhou 730000Gansu ProvinceChina c.llege of a.0}punc.ure-moxibustion a.d Tuina Gansu University of Chinese MedicineLanzhou 730000Gansu ProvinceChina Universiti Sa.ns Ma.a.sia Advanced Medical and Dental InstitutePenang 13200Malaysia Depa.tment of Biomedic.l Sc.enc. Universiti Sains MalaysiaPenang 13200Malaysia

Ba.0}GROUND Brea.t c.nc.r is a.multifa.0}ted a.d formida.le disea.e with profound public.hea.th *** demise mec.a.isms pla. a.pivota. role in brea.t c.nc.r pa.hogenesis,with a.P-triggered c.ll dea.h a.tra.0}ing mounting interest for its unique spec.fic.ty a.d potentia. thera.eutic.*** To investiga.e the impa.0} of a.P-induc.d c.ll dea.h(a.c.)on brea.t c.nc.r,enha.c.ng our understa.ding of its *** The founda.iona. genes orc.estra.ing a.c. mec.a.isms were extra.0}ed from the litera.ure,underpinning the esta.lishment of a.prognostic.***,a.mic.oRNa.miRNa.prognostic.model wa. c.nstruc.ed tha. mirrored the gene-ba.ed prognostic.*** between high-a.d low-risk c.horts within mRNa.a.d miRNa.c.a.a.0}eristic.models were sc.utinized,with the a.m of delinea.ing c.mmon influenc. mec.a.isms,substa.tia.ed through enric.ment a.a.ysis a.d immune infiltra.ion *** The mRNa.prognostic.model in this study enc.mpa.sed four spec.fic.mRNa.:P2X purinoc.ptor 4,pa.nexin 1,c.spa.e 7,a.d c.c.in *** miRNa.prognostic.model integra.ed four pivota. miRNa.:hsa.miR-615-3p,hsa.miR-519b-3p,hsa.miR-342-3p,a.d hsa.miR-324-3p.B c.lls,c.4+T c.lls,c.8+T c.lls,endothelia. c.lls,a.d ma.0}opha.es exhibited inverse c.rrela.ions with risk sc.res a.0}oss a.l brea.t c.nc.r ***,Kyoto Enc.c.opedia.of Genes a.d Genomes a.a.ysis revea.ed tha. genes differentia.ly expressed in response to mRNa.risk sc.res signific.ntly enric.ed 25 signa.ing pa.hwa.s,while miRNa.risk sc.res signific.ntly enric.ed 29 signa.ing pa.hwa.s,with 16 pa.hwa.s being jointly *** Of pa.a.ount signific.nc.,distinc. mRNa.a.d miRNa.signa.ure models were devised ta.lored to a.c.,both potentia.ly a.tonomous prognostic.*** study's eluc.da.ion of the molec.la. underpinnings of a.c. in brea.t c.nc.r enha.c.s the a.sena. of potentia. thera.eutic.tools,offering a. unpa.a.leled window for innova.ive ***,this pa.er revea

关键词： a.P-induc.d c.ll dea.h mRNA miRNA Prognostic.model Brea.t c.nc.r

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