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A Study on the Explai.abi.i.y of Thyroi. Cancer Predi.ti.n:SHAP Values and Associ.ti.n-Rule Based Feature i.tegrati.n Framework

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Computers, Materi.ls & Conti.ua 2024年第5期79卷 3111-3138页

作者： Suji.hra sankar S.Sathyalakshmi Department of Computer Appli.ati.ns Hindustan Institute of Technology and ScienceChennaiTamil NaduIndia Department of Computer Engi.eeri.g Hindustan Institute of Technology and ScienceChennaiTamil NaduIndia

i. the era of advanced machi.e learni.g techni.ues,the development of accurate predi.ti.e models for complex medi.al condi.i.ns,such as thyroi. cancer,has shown remarkable *** predi.ti.emodels for thyroi. cancer enhance early detecti.n,i.prove resource allocati.n,and reduce ***,the wi.espread adopti.n of these models i. cli.i.al practi.e demands predi.ti.e performance along wi.h i.terpretabi.i.y and *** paper proposes a novel associ.ti.n-rule based feature-i.tegratedmachi.e learni.g model whi.h shows better classi.i.ati.n and predi.ti.n accuracy than present *** study also focuses on the appli.ati.n of SHapley Addi.i.e exPlanati.ns(SHAP)values as a powerful tool for explai.i.g thyroi. cancer predi.ti.n *** the proposed method,the associ.ti.n-rule based feature i.tegrati.n framework i.enti.i.s frequently occurri.g attri.ute combi.ati.ns i. the *** ori.i.al dataset i. used i. trai.i.gmachi.e learni.g models,and further used i. generati.g SHAP values *** the next phase,the dataset i. i.tegrated wi.h the domi.ant feature sets i.enti.i.d through associ.ti.n-rule based *** new i.tegrated dataset i. used i. re-trai.i.g the machi.e learni.g *** new SHAP values generated from these models help i. vali.ati.g the contri.uti.ns of feature sets i. predi.ti.g *** conventi.nal machi.e learni.g models lack i.terpretabi.i.y,whi.h can hi.der thei. i.tegrati.n i.to cli.i.al deci.i.n-maki.g *** thi. study,the SHAP values are i.troduced along wi.h associ.ti.n-rule based feature i.tegrati.n as a comprehensi.e framework for understandi.g the contri.uti.ns of feature sets i.modelli.g the *** study di.cusses the i.portance of reli.ble predi.ti.e models for early di.gnosi. of thyroi. cancer,and a vali.ati.n framework of *** proposed model shows an accuracy of 93.48%.Performance metri.s such as preci.i.n,recall,F1-score,and the area un

关键词： Explai.able Ai machi.e learni.g cli.i.al deci.i.n support systems thyroi. cancer associ.ti.n-rule based framework SHAP values classi.i.ati.n and predi.ti.n

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Reservoi. heterogenei.y analysi. usi.g multi.di.ecti.nal textural attri.utes from deep learni.g-based enhanced acousti. i.pedance i.versi.n:A study from Posei.on,NW shelf Australi.

Energy Geoscience

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Energy Geosci.nce 2024年第2期5卷 202-213页

作者： Anjali.Di.i. Ani.esh Mandal Shi. sankar Ganguli Department of Earth Sci.nces Indian Institute of Technology KanpurKanpur208016India Mari.e and Deep Sei.mi. CSIR-NGRIHyderabad500007India

Reservoi. heterogenei.i.s play a cruci.l role i. governi.g reservoi. performance and ***,detai.ed and i.ter-well heterogenei.y analyses are commonly performed by mappi.g sei.mi. faci.s change i. the sei.mi. data,whi.h i. a ti.e-i.tensi.e *** researchers have uti.i.ed a robust Grey-level co-occurrence matri.(GLCM)-based texture attri.utes to map reservoi. ***,these attri.utes take sei.mi. data as i.put and mi.ht not be sensi.i.e to lateral li.hology *** i.corporate the li.hology i.formati.n,we have developed an i.novati.e i.pedance-based texture approach usi.g GLCM workflow by i.tegrati.g 3D acousti. i.pedance volume(a rock propertybased attri.ute)obtai.ed from a deep convoluti.n network-based i.pedance *** proposed workflow i. anti.i.ated to be more sensi.i.e toward mappi.g lateral changes than the conventi.nal ampli.ude-based texture approach,wherei. sei.mi. data i. used as *** evaluate the i.provement,we appli.d the proposed workflow to the full-stack 3D sei.mi. data from the Posei.on fi.ld,NW-shelf,*** study demonstrates that a better demarcati.n of reservoi. gas sands wi.h i.proved lateral conti.ui.y i. achi.vable wi.h the presented approach compared to the conventi.nal *** addi.i.n,we assess the i.pli.ati.n of multi.stage faulti.g on faci.s di.tri.uti.n for effecti.e reservoi. *** study also suggests a well-bounded potenti.l reservoi. faci.s di.tri.uti.n along the parallel fault ***,the proposed approach provi.es an effi.i.nt strategy by i.tegrati.g the i.pedance i.formati.n wi.h texture attri.utes to i.prove the i.ference on reservoi. heterogenei.y,whi.h can serve as a promi.i.g tool for i.enti.yi.g potenti.l reservoi. zones for both producti.n benefi.s and flui. storage.

关键词： Sei.mi. texture attri.utes Sei.mi. acousti. i.pedance Multi.di.ecti.nal texture attri.utes Reservoi. heterogenei.y Reservoi. characteri.ati.n Posei.on fi.ld

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Conservati.e Management of Pulmonary Artery Di.secti.n

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Surgi.al Sci.nce 2015年第7期6卷 311-316页

作者： S. Togo M. A. Ouattara i. sankaré S. Yéna N. Di.ni.A. M. Camara Thoraci. Surgery Department Hospital of Mali Bamako Mali Department of Reani.ati.n (i.tensi.e Care Uni.) Hospital of Mali Bamako Mali Department of Radi.logy Hospital of Mali Bamako Mali

The pulmonary artery di.secti.n (PAD) i. a rare and li.e-threateni.g event, usually secondary to a chroni. pulmonary artery hypertensi.n. We report the case of pulmonary artery di.secti.n undergoi.g medi.al treatment by conservati.e management, di.covered by performi.g a computed tomography (CT), and descri.e the cli.i.al and therapeuti. characteri.ti.s wi.h the li.erature revi.w.

关键词： Pulmonary Artery Di.secti.n Computed Tomography Conservati.e Management

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Chemi.ally Radi.ti.e MHD Flow of a Mi.ropolar Nanoflui. over a Stretchi.g/ Shri.ki.g Sheet wi.h a Heat Source or Si.k

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Flui. Dynami.s & Materi.ls Processi.g 2024年第2期20卷 257-274页

作者： Parakapali.Roja Shai. Mohammed i.rahi. Thummala sankar Reddy Gi.li. Lorenzi.i Department of Mathemati.s Annamacharya Institute of Technology and SciencesKadapa516126India Department of Engi.eeri.g Mathemati.s College of EngineeringKoneru Lakshmaiah Education FoundationVaddeswaram522302India Department of Mathemati.s Annamacharya Institute of Technology and SciencesKadapa516003India Department of Engi.eeri.g and Archi.ecture University of ParmaParma43124Italy

Thi. study exami.es the behavi.r of a mi.ropolar nanoﬂui.ﬂowi.g over a sheet i. the presence of a transverse magneti.ﬁeld and thermal *** addi.i.n,chemi.al(ﬁrst-order homogeneous)reacti.ns are taken i.to account.A si.i.ari.y transformati.n i. used to reduce the system of governi.g coupled non-li.ear parti.l di.fer-enti.l equati.ns(PDEs),whi.h account for the transport of mass,momentum,angular momentum,energy and speci.s,to a set of non-li.ear ordi.ary di.ferenti.l equati.ns(ODEs).The Runge-Kutta method along wi.h shoot-i.g method i. used to solve *** i.pact of several parameters i. *** i. shown that the mi.ro-rota-ti.nal veloci.y of theﬂui. ri.es wi.h the mi.ropolar ***,the radi.ti.n parameter can have a remarkable i.ﬂuence on theﬂow and temperature proﬁles and on the angular momentum di.tri.uti.n.

关键词： Chemi.al(ﬁrst order homogeneous)reacti.n magnetohydrodynami.s mi.ropolar nanoﬂui. stretchi.g/shri.ki.g sheet heat source

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Emergence of bi.mass-deri.ed si.gle-atom catalysts for platform chemi.als producti.n

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Journal of Bi.resources and Bi.products 2024年第2期9卷 127-129页

作者： Adri.n Chun Mi.h Loy sankar Bhattacharya Department of Chemi.al and Bi.logi.al Engi.eeri.g Monash UniversityClayton 3800VictoriaAustralia

The envi.i.ned exponenti.l growth i. the uti.i.ati.n of si.gle-atom catalysts(SACs)has recently emerged as a fronti.r i. the spectrum of materi.l *** i. attri.uted to the di.ti.cti.e properti.s of SACs,whi.h encompass 100%atomi. effi.i.ncy,superi.r selecti.e performance,tunable coordi.ati.n envi.onment,and uni.ue electroni. structures(Wu et al.,2022b;Loy et al.,2023;Wang et al.,2023).The concept of si.gle-atom i.olati.n was i.i.i.lly i.troduced by Qi.o et al.(2011),wi.h the objecti.e to explore the superi.r catalyti. acti.i.y of Pt si.gle-atom compared to Pt nanoparti.les/nanoclusters i. CO ***,Zhou et al.(2019)i.-novati.ely developed the bi.mass-deri.ed CO-based SACs and i.troduced for the oxi.ati.e esteri.i.ati.n of *** there are many good pi.ces of news on the SACs,the large-scale fabri.ati.n of SACs remai.s a formi.able challenge,i.pedi.g thei. potenti.l to dri.e scalable producti.n of drop-i. *** pri.ary challenge li.s i. the cost-i.tensi.e process of reduci.g the si.e of embedded metal parti.les to sub-angstrom di.ensi.ns,a necessary step for creati.g well-di.persed atomi. acti.e ***,thi. complexi.y ari.es from the i.herent behavi.r of i.di.i.ual atoms that are i.cli.ed to mi.rate and cluster i.to nanoparti.les due to thei. hi.h surface free energy(Chen et al.,2021).

关键词： di.ensi.ns fronti.r attri.uted

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Spati.temporal dynami.s of land use/land cover(LULC)changes and i.s i.pact on land surface temperature:A case study i. New Town Kolkata,eastern i.di.

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Regi.nal Sustai.abi.i.y 2024年第2期5卷 26-48页

作者： Bubun MAHATA Si.a sankar SAHU Archi.hman SARDAR Laxmi.anta RANA Mukul MAi.Y Department of Geography Ravenshaw UniversityCuttack753003India Department of Geography Sri Krushna Chandra Gajapati(Autonomous)CollegeParalakhemundi761200India

Rapi. urbani.ati.n creates complexi.y,results i. dynami. changes i. land and envi.onment,and i.fluences the land surface temperature(LST)i. fast-developi.g *** thi. study,we exami.ed the i.pact of land use/land cover(LULC)changes on LST and determi.ed the i.tensi.y of urban heat i.land(UHi.i. New Town Kolkata(a smart ci.y),eastern i.di.,from 1991 to 2021 at 10-a i.tervals usi.g vari.us seri.s of Landsat multi.spectral and thermal *** study used the maxi.um li.eli.ood algori.hm for i.age classi.i.ati.n and other methods li.e the correlati.n analysi. and hotspot analysi.(Geti.–Ord Gi.(*) method)to exami.e the i.pact of LULC changes on urban thermal *** study noti.ed that the area percentage of bui.t-up land i.creased rapi.ly from 21.91%to 45.63%duri.g 1991–2021,wi.h a maxi.um posi.i.e change i. bui.t-up land and a maxi.um negati.e change i. sparse *** mean temperature si.ni.i.antly i.creased duri.g the study peri.d(1991–2021),from 16.31℃to 22.48℃i. wi.ter,29.18℃to 34.61℃i. summer,and 19.18℃to 27.11℃i. *** result showed that i.pervi.us surfaces contri.ute to hi.her LST,whereas vegetati.n helps decrease *** ecologi.al status has been found i. bui.t-up land,and excellent ecologi.al status has been found i. vegetati.n and water *** hot spot and cold spot areas shi.ted thei. locati.ns every decade due to random LULC *** after New Town Kolkata became a smart ci.y,hi.h LST has been ***,thi. study i.di.ated that urbani.ati.n and changes i. LULC patterns can i.fluence the urban thermal envi.onment,and appropri.te planni.g i. needed to reduce *** study can help poli.y-makers create sustai.able smart ci.i.s.

关键词： Urbani.ati.n Land use/land cover (LULC)changes Land surface temperature Urban heat i.land Hotspot analysi. Smart ci.y

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Strong Vi.ali.y

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Bei.i.g Revi.w 2024年第15期67卷 24-25页

作者： Rabi.sankar Bosu Chi.a Focus websi.e

Therhetori. of"Chi.a'scollapse"ri.es every once i. a whi.e i. the West,when poli.i.i.ns and medi. outlets try to di.credi. Chi.a on multi.le *** di.torted pi.ture pai.ted i. thei."cogni.i.e war"agai.st Chi.a only serv... 详细信息

关键词： Chi.a. outlet Strong

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Explori.g di.lectri. phenomena i. sulflower-li.e nanostructures vi. Monte Carlo techni.ue

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Communi.ati.ns i. Theoreti.al Physi.s 2024年第4期76卷 188-198页

作者： N Saber Z Fadi. Hussei. Sabbah A Mhi.ech B Kabouchi.L Bahmad Chai.any Jayprakash Raorane Si.a sankar Sana Hassan Fouad Mohamed Hashem Laboratory of Condensed Matter and i.terdi.ci.li.ary Sci.nces(LaMCSci. Research Unit Labelled CNRSTURL-CNRST-17.Faculty of SciencesPO Box 1014Mohammed Ⅴ University in RabatMorocco College of Engi.eeri.g and Technology American University of the Middle EastEgaila 54200Kuwait School of Chemi.al Engi.eeri.g Yeungnam UniversityGyeongsan38541Republic of Korea Appli.d Medi.al Sci.nce Department Community CollegeKing Saud UniversityPO Box 11433Riyadh Saudi Arabia Department of Dental Health College of Applied Medical SciencesKing Saud UniversityPO Box 12372RiyadhSaudi Arabia

Thi. research focuses on the electri. behavi.r of a mi.ed ferri.lectri. sulflower-li.e *** structure i.cludes a core wi.h spi. S_(i.^(Z)-1 atoms and a shell wi.h spi. σ_(j)^(Z)-5/2 *** Blume–Capel model and the Monte Carlo techni.ue(MCt)wi.h the Metropoli. algori.hm are *** are establi.hed for absolute zero,i.vesti.ati.g stable spi. confi.urati.ns correlated wi.h vari.us physi.al *** MCt method explores phase transi.i.n behavi.r and electri. hysteresi. cycles under di.ferent physi.al parameters.

关键词： sulfower-li.e nanostructure di.lectri. characteri.ti.s Monte Carlo techni.ue phase transi.i.n phase di.grams electri. hysteresi.

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Palaeodeposi.i.nal envi.onment,i.pli.ati.ns of Glossopteri. flora,and organi. matter characteri.ti.s from the Lower Permi.n,Karo Open Cast Mi.e,East Bokaro Coalfi.ld,Damodar Basi.,i.di.

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Journal of Palaeogeography 2024年第3期13卷 528-546页

作者： sankar Suresh Kumar Pi.lai.Rose Ann Sebasti.n Runci. Paul Mathews Sri.anta Murthy Anju Saxena Mrutyunjaya Sahoo Suraj Kumar Sahu Gulshan Kumar Dhi.gra Bi.bal Sahni.i.sti.ute of Palaeosci.nces 53 University RoadLucknow-226007UPIndia Academy of Sci.nti.i. and i.novati.e Research(AcSi.) Ghaziabad-201002India Department of Geology School of Earth Science SystemsCentral University of KeralaKasaragod-671316KeralaIndia Department of Geology Ravenshaw UniversityCuttack-753003OdishaIndia Department of Botany Sri Dev Suman Uttarakhand UniversityUttarakhand-249145India

The present study deals wi.h the Early Permi.n floral di.ersi.y,palaeoenvi.onment,palaeocli.ate and deposi.i.nal setti.g usi.g a multi.roxy approach that i.cludes morphotaxonomy,palynology,and organi. geochemi.try of Karo OCM(Open Cast Mi.e),East Bokaro Coalfi.ld,Damodar Gondwana Basi.,*** Permi.n sedi.ents of Peni.sular i.di. are wi.ely regarded as fluvi.l,along wi.h some mari.e *** macroplant fossi. assemblage exhi.i.s the presence of Glossopteri.ales,compri.i.g Glossopteri.,Gangamopteri.,and Vertebrari.,as well as Coni.erales,whi.h i.cludes *** palynologi.al assemblage encompasses the domi.ance of the stri.te bi.accate pollen Fauni.olleni.es *** the subdomi.ance of the non-stri.te bi.accate pollen Scheuri.gi.olleni.es *** glossopteri. *** megafloral and palynofloral assemblage confi.ms the bi.strati.raphi.al age to be Late Barakar palynoflora of Kunguri.n *** studi.d morphologi.al characteri.ti.s,i.cludi.g small to large Glossopteri. leaves exhi.i.i.g a lanceolate shape,acute api.es,and acute cuneate or taperi.g bases,as well as enti.e margi.s wi.h narrower lami.a and narrow meshes,suggest the exi.tence of a dense forest wi.h the prevalence of a warm and humi. cli.ate duri.g thei. *** organi. geochemi.al characteri.ati.n based on functi.nal group and bi.marker analyses reveals the di.geneti. effects on organi. *** symmetri.(~2865-2855 cm^(-1))and asymmetri. stretchi.g(~2930-2910 cm^(-1))peaks are i.enti.i.ble i. coal samples,whereas they are absent i. carbonaceous *** A-factor vs.C-factor plot suggests that the kerogen type i. type Ⅲ,whi.h can generate mai.ly gaseous *** vi.ri.i.e reflectance studi.s(R_(r) av.1.1%)show i.creased maturi.y of the samples,whi.h i. supported by the n-alkane di.tri.uti.n pattern and the absence of hopane *** i.di.n floral assemblages i. contemporary of southern Gondwana conti.ents reveal a stronger i.cli.ati.n/affi.i.y wi.h th

关键词： Glossopteri. Palynomorph FTi. GCMS Gondwana Permi.n Palaeocli.ate

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Recent advances i. reservoi. characteri.ati.n:i.troducti.n

Energy Geoscience

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Energy Geosci.nce 2024年第2期5卷 180-182页

作者： Shi. sankar Ganguli.A.Vasanthi.Sumi. Verma CSi.-Nati.nal Geophysi.al Research i.sti.ute(NGRi. HyderabadIndia Endeavor Energy Resources LPUSA

Reservoi. characteri.ati.n refers to the process of creati.g a comprehensi.e model that characteri.es the reservoi. based on i.s abi.i.y to store and produce *** i.cludes analyzi.g reservoi. flui. behavi.r under vari.us condi.i.ns and i.enti.yi.g opti.al producti.n techni.ues to maxi.i.e hydrocarbon *** thi.,a holi.ti. understandi.g i. requi.ed that i.tegrates data from geophysi.s,geostati.ti.s,petrophysi.s,geology,and reservoi. engi.eeri.g.

关键词： reservoi. geology geophysi.s

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