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Federated Machi.e Learni.g Based Fetal Health Predi.ti.n Empowered wi.h Bi.-Si.nal Cardi.tocography

Computers, Materi.ls & Conti.ua 2024年第3期78卷 3303-3321页

作者： Muhammad Umar Nasi. Omar Kassem khalil Karamath Ateeq Bassam SaleemAllah Almogadwy Muhammad Adnan Khan Muhammad Hasnai. Azam Khan Muhammad Adnan Department of Computer Sci.nces Bahria University Lahore CampusLahore54000Pakistan Faculty of i.formati.n Technology Liwa CollegeAbu Dhabi00000United Arab Emirates Department of Computi.g Skyline University CollegeSharjah1797United Arab Emirates Department of Computer Sci.nce Taibah UniversityMedina42353Saudi Arabia Ri.hah School of Computi.g and i.novati.n Faculty of ComputingRiphah International UniversityLahore CampusLahore54000Pakistan Department of Engi.eeri.g and Development Dubizzle LabsLahore54000Pakistan Department of Software Faculty of Artificial Intelligence and SoftwareGachon UniversitySeongnam-si13120Korea

Cardi.tocography measures the fetal heart rate i. the fetus duri.g pregnancy to ensure physi.al health because cardi.tocography gi.es data about fetal heart rate and uteri.e shri.kages whi.h i. very benefi.i.l to detect whether the fetus i. normal or suspect or *** cardi.tocography measures i.fer wrongly and gi.e wrong predi.ti.ns because of human *** tradi.i.nal way of readi.g the cardi.tocography measures i. the ti.e taken and belongs to numerous human errors as *** condi.i.n i. very i.portant to measure at numerous stages and gi.e proper medi.ati.ns to the fetus for i.s *** the current peri.d Machi.e learni.g(ML)i. a well-known classi.i.ati.n strategy used i. the bi.medi.al fi.ld on vari.us i.sues because ML i. very fast and gi.es appropri.te results that are better than tradi.i.nal *** techni.ues play a pi.otal role i. detecti.g fetal di.ease i. i.s early *** research arti.le uses Federated machi.e learni.g(FML)and ML techni.ues to classi.y the condi.i.n of the *** study proposed a model for the detecti.n of bi.-si.nal cardi.tocography that uses FML and ML techni.ues to trai. and test the ***,the proposed model of FML used numerous data preprocessi.g techni.ues to overcome data defi.i.ncy and achi.ves 99.06%and 0.94%of predi.ti.n accuracy and mi.predi.ti.n rate,respecti.ely,and parallel the proposed model applyi.g K-nearest nei.hbor(KNN)and achi.ves 82.93%and 17.07%of predi.ti.n accuracy and mi.predi.ti.n accuracy,***,by compari.g both models FML outperformed the KNN techni.ue and achi.ved the best and most appropri.te predi.ti.n results as compared wi.h previ.us studi.s the proposed study achi.ves the best and most accurate results.

关键词： Cardi.tocography ML FML fetal di.ease bi.-si.nal

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A New Navi.ati.n Force Model for the Earth’s Albedo and i.s Effects on the Orbi.al Moti.n of an Arti.i.i.l Satelli.e

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Appli.d Mathemati.s 2011年第7期2卷 801-807页

作者： Yehi. A. Abdel-Azi. Afaf M. Abdel-Hameed khalil i. khalil 不详

i. thi. paper, we developed a new approach of an analyti.al model to calculate the radi.l and transversal components of the accelerati.n due to the effects of Earth’s albedo. i.s effects on the orbi.al moti.n of an arti.i.i.l satelli.e are i.troduced. i. i. assumed that the satelli.e’s hori.on i. i.lumi.ated and the sun li.s on the equator. The magni.udes of those components are obtai.ed and thei. effects on orbi.al evoluti.n have been tested for di.ferent satelli.es elements. The perturbati.ns i. orbi.al elements due to Earth’s albedo have been obtai.ed usi.g Lagrange Planetary equati.n i. Gaussi.n form, i. parti.ular the case of LAGEOS satelli.e, have been found usi.g thi. new analyti.al formali.m.

关键词： Satelli.e Dynami.s Non-Gravi.ati.nal Forces Albedo Effect Orbi.al Perturbati.ns Lagrange Planetary Equati.ns

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Hetero-phase zi.coni. encapsulated wi.h Au nanoparti.les for boosti.g electrocatalyti. ni.rogen reducti.n

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Chi.ese Chemi.al Letters 2024年第5期35卷 509-513页

作者： Xue Xi. Qi.i.g Qu i.lam E.khalil Yuti.g Huang Mo Wei.Ji. Chen Wei.a Zhang Fengwei.Huo Wenji.g Li. Key Laboratory of Flexi.le Electroni.s(KLOFE)&i.sti.ute of Advanced Materi.ls(i.M) Nanjing Tech UniversityNanjing 211816China

Electrocatalyti. ni.rogen reducti.n reacti.n(NRR)i. consi.ered as an attracti.e approach for ammoni. synthesi. under mi.d condi.i.ns.A bottleneck of NRR i. the explorati.n of effi.i.nt catalysts for accelerati.g reacti.n ki.eti.s,among whi.h heterogeneous structures possessi.g di.ti.ct atomi. arrangement could modi.y electroni. structure,and therefore alteri.g thei. NRR ***,we report a faci.e strategy for fabri.ati.g hetero-phase metal oxi.es deri.ed from metal organi. framework that are further i.tegrated wi.h Au nanoparti.les as NRR *** phase composi.i.n of zi.coni. can be easi.y adjusted by si.ply changi.g the reacti.n temperature,where the monocli.i. and tetragonal phases wi.h the roughly close proporti.ns have a di.ti.ct i.terface,leadi.g to a strong i.teracti.n between Au and ZrO_(2).The enhanced i.teracti.n renders Au to be more electroposi.i.e and faci.i.ates stronger bi.di.g to N_(2).As a result,a remarkable ammoni. yi.ld of 22.32μg h^(-1)mg_(cat.)^(-1) and a Faradai. effi.i.ncy of 31.92%can be achi.ved at low *** work i. expected to pave the way for the desi.n of heterogeneous structures and the explorati.n of hetero-phase nanostructures i. boosti.g the electrocatalyti. NRR.

关键词： Hetero-phase Metal-organi. framework deri.ati.es Zi.coni. Ni.rogen reducti.n reacti.n Electrochemi.try

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Multi.si.e Passi.ati.n of ZnO Metal Oxi.es vi. Bi.molecules for Effi.i.nt and Hi.hly Stable Organi. Solar Cells

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Chi.ese Journal of Chemi.try 2024年第14期42卷 1582-1592页

作者： i.fan i.mai. Mari. khalil Xi.omei.Gao Xi.gze Chen Muhammad Jawad Rong Huang Zhi.un Li.Emmanuel Acheampong Tsi.ah Wei.shi.Li.Qun Luo Chang-Qi.Ma i.Lab&Pri.table Electroni.s Research Center Suzhou Institute of Nano-Tech and Nano-Bionics(SINANO)Chinese Academy of Sciences(CAS)SuzhouJiangsu215123 China Uni.ersi.y of Chi.ese Academy of Sci.nces(UCAS) Beijing100040 China School of Nano-Tech and Nano-Bi.ni.s University of Science and Technology of China(USTC)HefeiAnhui230027 China Shanghai.i.sti.ute of Organi. Chemi.try(Si.C) Chinese Academy of Sciences(CAS)Shanghai200032 China Vacuum i.terconnected Nanotech Workstati.n(Nano-X) SuzhouJiangsu215123 China

ZnO nanoparti.les(nps)among metal oxi.e(MOs)are proven to be essenti.l electron transporti.g layers(ETLs)appli.d i. organi. solar cells(OSCs).However,i.tri.si. defects,i.terfaci.l charge recombi.ati.n,and catalyti. behavi.r towards the acti.e layer restri.t the appli.ati.ns of ZnO nps for effi.i.nt and long-term stable *** commonly avai.able bi.molecule cyti.i.e 5'-monophosphate(CMP-OH)wi.h phosphoni. aci.,i.s salt cyti.i.e 5'-monophosphate di.odi.m salt(CMP-ONa)wi.h a phosphate group as an anchori.g group and conjugated termi.al functi.nal i. both analogous molecules provi.e carri.r transfer bri.ge at bottom i.terface of the acti.e *** theoreti.al i.vesti.ati.ns and characteri.ati.ns have di.covered the multi.si.e coordi.ati.n of CMP-OH towards acceptor molecules and ZnO *** dual-si.e ali.nment of CMP analogous molecules hi.ders i.terfaci.l charge recombi.ati.n and enhances charge transfer potenti.l at ***,PM6:L8-BO-based OSCs wi.h modi.i.d ETL obtai. 18.13%effi.i.ncy,12%hi.her than that of unmodi.i.d *** hi.her effi.i.ncy,CMP-OH-based OSC devi.es i.lustrate remarkably i.proved thermal stabi.i.y for 500 h at 85℃wi.h 72%of i.i.i.l PCE and operati.n stabi.i.y for 2000 h wi.h 90.1%of i.i.i.l *** work reveals the passi.ati.n mechani.m of multi.anchori.g groups towards MOs and si.gle-functi.nal groups towards the acti.e layer to opti.i.e the i.terface for effi.i.nt and hi.hly stable OSCs.

关键词： Organi. solar cells Nanoparti.les Nucleoti.es i.terfaci.l i.teracti.ns Surface chemi.try Multi.si.e passi.ati.n

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Pros and cons of li.e ki.ney donati.n i. predi.beti.s: A cri.i.al revi.w and way forward

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World Journal of Transplantati.n 2024年第1期14卷 12-31页

作者： Muhammad Abdul Mabood khalil Ni.al Mohammed Sadagah Jackson Tan Furrukh Omai. Syed Vui.Heng Chong Salem H Al-Qurashi Center of Renal Di.eases and Transplantati.n King Fahad Armed Forces Hospital JeddahJeddah 23311Saudi Arabia Department of Nephrology RIPAS Hospital Brunei DarussalamBrunei Muara BA1710Brunei Darussalam Di.i.i.n of Gastroenterology and Hepatology Department of MedicineRaja Isteri Pengiran Anak Saleha HospitalBandar Seri Begawan BA1710Brunei Darussalam

There i. shortage of organs,i.cludi.g ki.neys,*** wi.h deceased ki.ney transplantati.n,there i. a si.ni.i.ant ri.e i. li.e ki.ney *** prevalence of predi.betes(PD),i.cludi.g i.pai.ed fasti.g glucose and i.pai.ed glucose tolerance,i. on the ri.e across the *** teams frequently come across predi.beti. ki.ney donors for *** are at ri.k of di.betes,chroni. ki.ney di.ease,cardi.vascular events,stroke,neuropathy,reti.opathy,dementi.,depressi.n and nonalcoholi. li.er di.ease along wi.h i.creased ri.k of all-cause ***,most of the studi.s done i. predi.beti. ki.ney donors are retrospecti.e i. nature and have a short follow up *** i. lack of prospecti.e long-term studi.s to know about the real ri.k of compli.ati.ns after ***,there are vari.ti.ns i. recommendati.ns from vari.us gui.eli.es across the globe for donati.ns i. predi.beti.s,leadi.g to more confusi.n among *** i.creases the responsi.i.i.y of transplant teams to take appropri.te deci.i.ns i. the best i.terest of both donors and *** revi.w focuses on pathophysi.logi.al changes of PD i. ki.neys,potenti.l compli.ati.ns of PD,other ri.k factors for development of type 2 di.betes,a revi.w of gui.eli.es for ki.ney donati.n,the potenti.l role of di.betes ri.k score and calculator i. ki.ney donors and the way forward for the evaluati.n and selecti.n of predi.beti. ki.ney donors.

关键词： Li.e ki.ney donati.n Predi.betes i.pai.ed fasti.g glucose i.pai.ed glucose tolerance Revi.w

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A New Di.covery of Mi.erali.ati.n as Subseafloor Hydrothermal Replacement i. the Duddar Super-Large SEDEX Lead-Zi.c Deposi. i. Paki.tan

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Journal of Earth Sci.nce 2024年第3期35卷 1075-1078页

作者： Hui.han Zhang Yucai.Song Ji.ni.g Sun Jun Hong Yasi. Shaheen khalil Yanguang Li.Hai.i.Zhang Zhi.ua Wang MNR Key Laboratory for the Study of Focused Magmati.m and Gi.nt Ore Deposi.s Xi’an Center of Geological SurveyChina Geological SurveyXi’an 710054China i.sti.ute of Geology Chinese Academy of Geological SciencesBeijing 100037China Chengdu Center of Geologi.al Survey China Geological SurveyChengdu 610081China Chi.a Huaye Group Co. LtdBeijing 100037China Geologi.al Survey of Paki.tan Islamabad 44000Pakistan

0 i.TRODUCTi.N Sedi.entary exhalati.e(SEDEX)lead-zi.c deposi. was tradi.i.nally consi.ered as a result of submari.e hydrothermal exhalati.n,i.cludi.g exhalati.e plume and bri.e pool models(i.anloo et al.,2022;Spi.ks et al.,2021;Maghfouri.et al.,2020;Sangster,2020,2018;Huang et al.,2019;Rajabi.et al.,2015;Goodfellow and Lydon,2007;Large et al.,2005,2001;Peng et al.,2000;Goodfellow et al.,1993;Fi.ures 1a,1b).However,recogni.i.n of mi.erali.ati.n as subseafloor hydrothermal replacement i. a few SEDEX deposi.s has challenged the tradi.i.nal consi.erati.n(Magnall et al.,2023,2021,2020a,b;Hayward et al.,2021;Fi.ure 1c).Researchers come to beli.ve that subseafloor replacement rather than submari.e exhalati.n i. a domi.ant process for SEDEX mi.erali.ati.n,but thi. needs to be exami.ed through more case studi.s.

关键词： submari.e mi.erali.ati.n seafloor

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Tangled web: Ani.al-human i.teracti.n and the ri.e of anti.i.ti. resi.tance

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i.fecti.us Di.eases Research 2024年第1期5卷 1-2页

作者： Adel khalil i.rahi. Abeer Abdelnaser Awad Doaa Mohammad Ghai.h Faculty of Veteri.ary Medi.i.e Cairo UniversityGiza square 12211Egypt Faculty of Medi.i.e Cairo UniversityAl-Manial 11559CairoEgypt.

i.troducti.n Egypt i. a Low-Mi.dle i.come Country(LMi.)wi.h a populati.n of 106,472,382 people i. August 2022(Worldometers&Department of Economi. and Soci.l Affai.s,2022).Avai.able evi.ence suggests that there are mi.use/overuse of anti.i.ti. i. Egypt[1].On recogni.i.g the global threat of anti.i.ti. resi.tance(AMR),Egypt launched the Nati.nal Acti.n Plan(NAP)i. *** comprehensi.e plan,i.spi.ed by the Global Acti.n Plan(GAP),uni.ed di.erse stakeholders li.e mi.i.tri.s,uni.ersi.i.s,and i.ternati.nal *** NAP tackled AMR through four key strategi.s:boosti.g publi. understandi.g of anti.i.ti.s,opti.i.i.g thei. use across humans and ani.als,embraci.g a“One Health”approach,and i.plementi.g effecti.e i.fecti.n preventi.n practi.es[2].

关键词： Acti.n boosti.g resi.tance

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ABMRF:An Ensemble Model for Author Profi.i.g Based on Styli.ti. Features Usi.g Roman Urdu

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i.telli.ent Automati.n & Soft Computi.g 2024年第2期39卷 301-317页

作者： Ai.an Muhammad Arshad Bi.al Khan khalil Khan Ali.Mustafa Qamar Rehan Ullah Khan Department of Computer Sci.nce City University of Science and Information TechnologyPeshawarPakistan Department of Computer Sci.nce School of Engineering and Digital SciencesNazarbayev UniversityAstanaKazakhstan Department of Computer Sci.nce College of ComputerQassim UniversityBuraydahSaudi Arabia Department of i.formati.n Technology College of ComputerQassim UniversityBuraydahSaudi Arabia

Thi. study explores the area of Author Profi.i.g(AP)and i.s i.portance i. several i.dustri.s,i.cludi.g forensi.s,securi.y,marketi.g,and educati.n.A key component of AP i. the extracti.n of useful i.formati.n from text,wi.h an emphasi. on the wri.ers’ages and *** i.prove the accuracy of AP tasks,the study develops an ensemble model dubbed ABMRF that combi.es AdaBoostM1(ABM1)and Random Forest(RF).The work uses an extensi.e techni.ue that i.volves textmessage dataset pretreatment,model trai.i.g,and *** evaluate the effecti.eness of several machi.e learni.g(ML)algori.hms i. classi.yi.g age and gender,i.cludi.g Composi.e Hypercube on Random Projecti.n(CHi.P),Deci.i.n Trees(J48),Na飗e Bayes(NB),K Nearest Nei.hbor,AdaboostM1,NB-Updatable,RF,andABMRF,they are *** fi.di.gs demonstrate thatABMRFregularly beats the competi.i.n,wi.h a gender classi.i.ati.n accuracy of 71.14%and an age classi.i.ati.n accuracy of 54.29%,*** metri.s li.e preci.i.n,recall,F-measure,Matthews Correlati.n Coeffi.i.nt(MCC),and accuracy support ABMRF’s outstandi.g performance i. age and gender profi.i.g *** study demonstrates the usefulness of ABMRF as an ensemble model for author profi.i.g and hi.hli.hts i.s possi.le uses i. marketi.g,law enforcement,and *** results emphasi.e the effecti.eness of ensemble approaches i. enhanci.g author profi.i.g task accuracy,parti.ularly when i. comes to age and gender i.enti.i.ati.n.

关键词： Machi.e learni.g author profi.i.g AdaBoostM1 random forest ensemble learni.g text classi.i.ati.n

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Challenges to establi.hi.g and mai.tai.i.g ki.ney transplantati.n programs i. developi.g countri.s:What are the copi.g strategi.s?

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World Journal of Methodology 2024年第2期14卷 1-16页

作者： Rabea Ahmed Gadelkareem Amr Mostafa Abdelgawad Nasreldi. Mohammed Mohammed Ali.Zarzour Mahmoud khalil Ahmed Reda Hi.ham Mokhtar Hammouda Department of Urology Assiut Urology and Nephrology HospitalFaculty of MedicineAssiut UniversityAssiut 71515Egypt

Ki.ney transplantati.n(KT)i. the opti.al form of renal replacement therapy for pati.nts wi.h end-stage renal ***,thi. health servi.e i. not avai.able to all pati.nts,especi.lly i. developi.g *** deceased donor KT programs are mostly absent,and the li.i.g donor KT centers are ***-center studi.s presenti.g experi.nces from developi.g countri.s usually report a vari.ty of *** revi.w addresses these challenges and the opposi.g strategi.s by revi.wi.g the si.gle-center experi.nces of developi.g *** fi.anci.l challenges hamper the i.frastructural and materi.l avai.abi.i.y,coverage of transplant costs,and quali.i.ati.n of medi.al *** soci.cultural challenges i.fluence organ donati.n,equi.y of benefi.ence,and regular follow-up *** i.terests and moti.es for transplantati.n may result from hi.h medi.olegal responsi.i.i.i.s i. KT practi.e,i.tense potenti.l psychosoci.l burdens,complex quali.i.ati.n protocols,and low producti.i.y or compensati.n for KT *** medi.al li.eracy about KT advantages i. prevalent among cli.i.i.ns,pati.nts,and the *** i.effi.i.nt organi.ati.nal and regulatory oversi.ht i. translated i.to i.effi.i.nt healthcare systems,absent nati.nal KT programs and regi.tri.s,uncoordi.ated job descri.ti.ns and quali.i.ati.n protocols,uncoordi.ated on-si.e i.vesti.ati.ns wi.h regulatory constrai.ts,and the prevalence of commerci.l KT *** challenges resulted i. noti.eable di.ferences between KT servi.es i. developed and developi.g *** copi.g strategi.s can be summari.ed i. two mai. mechani.ms:The fi.st mechani.m i. maxi.i.i.g the avai.able resources by i.creasi.g the rates of li.i.g ki.ney donati.n,promoti.g the experti.e of medi.al personnel,reduci.g materi.l consumpti.n,and supporti.g the establi.hment and mai.tenance of KT *** latter warrants the expansi.n of the publi. sector and the eli.i.ati.n of non-ethi.al KT *** second mechani.m i. recru

关键词： Challenges Copi.g strategi.s Developi.g countri.s Ki.ney transplantati.n Low resources Si.gle-center

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Mi.i.ati.g di.betes-related compli.ati.ns:Empoweri.g metformi. wi.h cholecalci.erol and tauri.e supplementati.n i. type 2 di.beti. rats

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World Journal of Di.betes 2024年第8期15卷 1778-1792页

作者： Mai.S Atti. Fadwa Ayman Mohamed S Atti. Galal Yahya Mansour H Zahra Magdi.Mohamed i.rahi. khalil Abdel Azi. A Di.b Department of Zoology Faculty of ScienceZagazig 44519Egypt Department of Pharmaceuti.s Faculty of PharmacyZagazig 44519Egypt Department of Mi.robi.logy and i.munology Faculty of PharmacyZagazig UniversityZagazig 44519Egypt Department of Bi.chemi.try Faculty of MedicineZagazig 44519Egypt

BACKGROUND Type 2 di.betes i. one of the most prevalent chroni. di.eases worldwi.e,si.ni.i.antly i.pacti.g pati.nts'quali.y of *** treatment opti.ns li.e metformi.(MET)effecti.ely counteract hyperglycemi. but fai. to allevi.te di.betes-associ.ted compli.ati.ns such as reti.opathy,neuropathy,nephropathy,hepatopathy,and cardi.vascular *** To propose the supplementati.n of cholecalci.erol(CHO)and tauri.e(TAU)to enhance MET effi.acy i. controlli.g di.betes whi.e mi.i.i.i.g the ri.k of associ.ted *** The study i.volved si.ty rats,i.cludi.g ten non-di.beti. control rats and fi.ty experi.ental rats wi.h type 2 di.betes i.duced by *** experi.ental rats were further subdi.i.ed i.to posi.i.e control and treatment *** four treatment groups were randomly allocated to a si.gle MET treatment or MET combi.ed wi.h supplements ei.her CHO,TAU,or *** Di.beti. rats exhi.i.ed elevated levels of glucose,i.suli.,Homeostasi. Model Assessment of i.suli. Resi.tance(HOMA-i.),glycated hemoglobi. percentage,li.i. markers,aspartate ami.otransferase,and malondi.ldehyde,along wi.h reduced levels of anti.xi.ant enzymes(catalase and superoxi.e di.mutase).The admi.i.trati.n of CHO and TAU supplements alongsi.e MET i. di.beti. rats led to a noti.eable recovery of i.let *** anti.xi.ati.e,anti.i.flammatory,and anti.apoptoti. properti.s of the proposed combi.ati.n therapy si.ni.i.antly ameli.rated the aforementi.ned *** The supplementati.n of CHO and TAU wi.h MET showed the potenti.l to si.ni.i.antly i.prove metaboli. parameters and protect agai.st di.beti. compli.ati.ns through i.s anti.xi.ati.e,anti.i.flammatory,and anti.poptoti. effects.

关键词： Di.betes compli.ati.ns Metformi. Cholecalci.erol Tauri.e Glycated hemoglobi.% Anti.xi.ant

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