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Default or profit scoring credit systems?Evidence from European and US peer-to-peer lending markets

Financial Innovation 2022年第1期8卷 954-974页

作者： Štefan Lyócsa Petra vašaničová Branka Hadji Misheva Marko Dávid vateha Faculty of Management and Business University of PrešovPrešovSlovak Republic Institute of Economic Research Slovak Academy of SciencesBratislavaSlovak Republic ZHAW School of Engineering WinterthurSwitzerland Depart-ment of Banking and International Finance Faculty of National EconomyUniversity of Economics in BratislavaBratislavaSlovak Republic Faculty of Economics and Administration Masaryk UniversityLipová507/41a60200 BrnoCzech Republic

For the emerging peer-to-peer(P2P)lending markets to survive,they need to employ credit-risk management practices such that an investor base is profitable in the long ***,credit-risk management relies on credit scoring that predicts loans’probability of *** this paper,we use a profit scoring approach that is based on modeling the annualized adjusted internal rate of returns of *** validate our profit scoring models with traditional credit scoring models,we use data from a European P2P lending market,Bondora,and also a random sample of loans from the Lending Club P2P lending *** compare the out-of-sample accuracy and profitability of the credit and profit scoring models within several classes of statistical and machine learning models including the following:logistic and linear regression,lasso,ridge,elastic net,random forest,and neural *** found that our approach outperforms standard credit scoring models for Lending Club and Bondora *** specifically,as opposed to credit scoring models,returns across all loans are 24.0%(Bondora)and 15.5%(Lending Club)higher,whereas accuracy is 6.7%(Bondora)and 3.1%(Lending Club)higher for the proposed profit scoring ***,our results are not driven by manual selection as profit scoring models suggest investing in more ***,even if we consider data sampling bias,we found that the set of superior models consists almost exclusively of profit scoring ***,our results contribute to the literature by suggesting a paradigm shift in modeling credit-risk in the P2P market to prefer profit as opposed to credit-risk scoring models.

关键词： Profit scoring Credit scoring Financial intermediation P2P Fintech

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Metabolic reprogramming by Syntenin-1 directs RA FLS and endothelial cell-mediated inflammation and angiogenesis

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Cellular & Molecular Immunology 2024年第1期21卷 33-46页

作者： Anja Meyer Stephanie R.Zack Wes Nijim Adel Burgos vishwa Patel Brian Zanotti Michael v.volin M.Asif Amin Myles J.Lewis Costantino Pitzalis Shiva Arami Joseph A.Karam Nadera J.Sweiss Shiva Shahrara Jesse Brown va Medical Center ChicagoILUSA Department of Medicine Division of RheumatologyThe University of Illinois at ChicagoChicagoILUSA Department of Microbiology and Immunology Midwestern UniversityDowners GroveILUSA Division of Rheumatology and Clinical Autoimmunity Center of Excellence University of MichiganAnn ArborMIUSA Centre for Experimental Medicine and Rheumatology William Harvey Research InstituteBarts and The London School of Medicine and DentistryQueen Mary University of LondonLondonUnited Kingdom Centre for Experimental Medicine&Rheumatology William Harvey Research InstituteQueen Mary University of London and Barts NIHR BRC&NHS TrustLondonUK Department of Biomedical Sciences Humanitas Universityand Humanitas Research HospitalMilanItaly Department of Orthopedic Surgery the University of Illinois at ChicagoChicagoILUSA

A novel rheumatoid arthritis(RA)synovial fluid protein,Syntenin-1,and its receptor,Syndecan-1(SDC-1),are colocalized on RA synovial tissue endothelial cells and fibroblast-like synoviocytes(FLS).Syntenin-1 exacerbates the inflammatory landscape of endothelial cells and RA FLS by upregulating transcription of IRF1/5/7/9,IL-1β,IL-6,and CCL2 through SDC-1 ligation and HIF1α,or mTOR ***,Syntenin-1 orchestrates RA FLS and endothelial cell invasion via SDC-1 and/or mTOR *** Syntenin-1 reprogrammed endothelial cells,the dynamic expression of metabolic intermediates coincides with escalated glycolysis along with unchanged oxidative factors,AMPK,PGC-1α,citrate,and inactive oxidative ***,RA FLS rewired by Syntenin-1 displayed a modest glycolytic-ATP accompanied by a robust mitochondrial-ATP *** enriched mitochondrial-ATP detected in Syntenin-1 reprogrammed RA FLS was coupled with mitochondrial fusion and fission recapitulated by escalated Mitofusin-2 and DRP1 *** found that vEGFR1/2 and Notch1 networks are responsible for the crosstalk between Syntenin-1 rewired endothelial cells and RA FLS,which are also represented in RA *** to RA explants,morphological and transcriptome studies authenticated the importance of vEGFR1/2,Notch1,RAPTOR,and HIF1αpathways in Syntenin-1 arthritic mice and their obstruction in SDC-1 deficient ***,dysregulation of SDC-1,mTOR,and HIF1αnegated Syntenin-1 inflammatory phenotype in RA explants,while inhibition of HIF1αimpaired synovial angiogenic imprint amplified by *** conclusion,since the current therapies are ineffective on Syntenin-1 and SDC-1 expression in RA synovial tissue and blood,targeting this pathway and its interconnected metabolic intermediates may provide a novel therapeutic strategy.

关键词： Syntenin-1 Syndecan-1 RA FLS RA explants immunometabolism

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Analyzing Changes in Maize Leaves Orientation due to GxExM Using an Automatic Method from RGB Images

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Plant Phenomics 2023年第2期5卷 239-252页

作者： Mario Serouart Raul Lopez-Lozano Gaëtan Daubige Maëva Baumont Brigitte Escale Benoit De Solan Frédéric Baret Arvalis Institut du végétal228route de l’aérodrome-CS 4050984914 Avignon Cedex 9France INRAE Avignon UniversitéUMR EMMAHUMT CAPTE228route de l’aérodrome-CS 4050984914 Avignon Cedex 9France Arvalis Ecophysiology21 Chemin de Pau64121 MontardonFrance

The sowing pattern has an important impact on light interception efficiency in maize by determining the spatial distribution of leaves within the *** orientation is an important architectural trait determining maize canopies light *** studies have indicated how maize genotypes may adapt leaves orientation to avoid mutual shading with neighboring plants as a plastic response to intraspecific *** goal of the present study is 2-fold:firstly,to propose and validate an automatic algorithm(Automatic Leaf Azimuth Estimation from Midrib detection[ALAEM])based on leaves midrib detection in vertical red green blue(RGB)images to describe leaves orientation at the canopy level;and secondly,to describe genotypic and environmental differences in leaves orientation in a panel of 5 maize hybrids sowing at 2 densities(6 and 12 plants.m^(−2))and 2 row spacing(0.4 and 0.8 m)over 2 different sites in southern *** ALAEM algorithm was validated against in situ annotations of leaves orientation,showing a satisfactory agreement(root mean square[RMSE]error=0.1,R^(2)=0.35)in the proportion of leaves oriented perpendicular to rows direction across sowing patterns,genotypes,and *** results from ALAEM permitted to identify significant differences in leaves orientation associated to leaves intraspecific *** both experiments,a progressive increase in the proportion of leaves oriented perpendicular to the row is observed when the rectangularity of the sowing pattern increases from 1(6 plants.m^(−2),0.4 m row spacing)towards 8(12 plants.m^(−2),0.8 m row spacing).Significant differences among the 5 cultivars were found,with 2 hybrids exhibiting,systematically,a more plastic behavior with a significantly higher proportion of leaves oriented perpendicularly to avoid overlapping with neighbor plants at high *** in leaves orientation were also found between experiments in a squared sowing pattern(6 plants.m^(−2),0.4 m

关键词： cultivar spacing pattern

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A-site ordered state in manganites with perovskite-like structure based on optimally doped compounds Ln0.70Ba0.30MnO3（Ln=Pr,Nd）

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Journal of Rare Earths 2019年第11期37卷 1242-1249页

作者： S.v.Trukhanov va Khomchenko D.v.Karpinsky M.v.Silibin A.v.Trukhanov L.S.Lobanovsky H.Szymczak C.E.Botez I.O.Troyanchuk National University of Science and Technology MISiS 119049 MoscowLeninsky Av.4Russia South Ural State University 454080 ChelyabinskLenin Av.76Russia Scientific-Practical Materials Research Centre of NASB 220072 MinskBelarus CFisUC Department of PhysicsUniversity of Coimbra3004-516 CoimbraPortugal National Research University of Electronic Technology"MIET 124498 ZelenogradMoscowRussia Institute for Bionic Technologies and Engineering I.M.Sechenov First Moscow State Medical University2-4 Bolshaya Pirogovskaya St.119991 MoscowRussia Institute of Physics Polish Academy of Sciences02-668 WarsawPoland The University of Texas at El Paso El PasoTX 79968-0515USA

In this paper,we report on the crystal structure and magnetic properties of the nano structured Baordered phases of rare-earth manganites obtained from the optimally doped solid solutions Ln0.70Ba0.30MnO3(Ln=Pr,Nd).The materials were studied by X-ray diffraction,scanning electron microscopy,energy dispersive spectroscopy and SQUID-magnetometry *** is found that states with different degrees of cation ordering in the A-sublattice of the ABO3 perovskite can be obtained by employing special conditions of chemical *** particular,reduction of the parent compounds results in the formation of a nanocomposite containing ferrimagnetic anion-deficient ordered phase *** of the composite does not change an average size of the nanocrystallites,but drastically alters their phase composition to stabilize ferromagnetic stoichiometric ordered phase LnBaMn2O6 and ferromagnetic superstoichiometric disordered phase Ln0.90Ba0.10MnO3+δ.It is shown that the magnetic properties of the materials are determined by the joint action of chemical(cation ordering)and external(surface tension)pressures.

关键词： Ionic order Magnetic transition Perovskite Manganite Rare earths

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Regulated upon activation,normal T cell expressed and secreted(RANTES)levels in the peripheral blood of patients with Alzheimer’s disease

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Neural Regeneration Research 2021年第4期16卷 775-779页

作者： Gabriela vacínová Daniela vejražkova Robert Rusina Iva Holmerová Hana vaňková Eva Jarolímová Josef včelák Běla Bendlová Markéta vaňková Department of Molecular Endocrinology Institute of EndocrinologyPragueCzech Republic Department of Anthropology and Human Genetics Faculty of ScienceCharles UniversityPragueCzech Republic Department of Neurology Third Faculty of Medicine of Charles University and Thomayer Hospital PragueCzech Republic II.Internal Medicine Clinic Third Faculty of MedicineCharles UniversityPragueCzech Republic Faculty of Humanitites Charles University PragueCzech Republic

Alzheimer’s disease(AD)is the most common type of dementia,but it is very difficult to diagnose with certainty,so many AD studies have attempted to find early and relevant diagnostic *** upon activation,normal T cell expressed and secreted(RANTES,also known as C-C chemokine ligand)is a chemokine involved in the migration of T cells and other lymphoid *** in RANTES levels and its expression in blood or in cerebrospinal fluid have been reported in some neurodegenerative diseases,such as Parkinson’s disease and multiple sclerosis,but also in metabolic diseases in which inflammation plays a *** aim of this observational study was to assess RANTES levels in peripheral blood as clinical indicators of *** levels of RANTES were investigated in 85 AD patients in a relatively early phase of AD(median 8.5 months after diagnosis;39 men and 46 women;average age 75.7 years),and in 78 control subjects(24 men and 54 women;average age 66 years).We found much higher plasma levels of RANTES in AD patients compared to controls.A negative correlation of RANTES levels with age,disease duration,Fazekas scale score,and the medial temporal lobe atrophy(MTA)score(Scheltens’s scale)was found in AD patients,i.e.,the higher levels corresponded to earlier stages of the *** RANTES levels were not correlated with cognitive *** AD patients,RANTES levels were positively correlated with the levels of pro-inflammatory cytokines interleukin-6 and tumor necrosis factor-α,which is consistent with the wellknown fact that AD is associated with inflammatory *** levels were also positively correlated with insulin levels in AD patients,with insulin resistance(HOMA-R)and pancreatic beta cell function(HOMA-F).This study evaluated several clinical and metabolic factors that may affect plasma levels of RANTES,but these factors could not explain the increases in RANTES levels observed in AD *** levels of RANTES appear to be an interesting

关键词： Alzheimer’s disease biomarker central nervous system cognitive impairment inflammation RANTES

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Introgression of sharp eyespot resistance from Dasypyrum villosum chromosome 2vL into bread wheat

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作物学报:英文版 2023年第5期11卷 1512-1520页

作者： Caiyun Liu Wei Guo Yang Wang Bisheng Fu Jaroslav Doležel Ying Liu Wenling Zhai Mahmoud Said István Molnár Kateřina Holušová Ruiqi Zhang Jizhong Wu Institute of Germplasm Resources and Biotechnology/Jiangsu Provincial Key Laboratory of Agrobiology Jiangsu Academy of Agricultural SciencesNanjing 210014JiangsuChina College of Agronomy/JCIC-MCP/National Key Lab of Crop Genetics and Germplasm Enhancement Nanjing Agricultural UniversityNanjing 210095JiangsuChina Institute of Experimental Botany Centre of the HanáRegion for Biotechnological and Agricultural ResearchŠlechtitelů31CZ-783671 Olomoucthe Czech Republic Field Crops Research Institute Agricultural Research Centre9 Gamma StreetGiz112619 CairoEgypt Agricultural Institute Centre for Agricultural ResearchELKHMartonvásár 2462Hungary Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops Yangzhou UniversityYangzhou 225009JiangsuChina Zhongshan Biological Breeding Laboratory Nanjing 210014JiangsuChina

Wheat sharp eyespot, a stem disease caused by the soilborne fungus Rhizoctonia cerealis van der Hoeven,has become a threat to wheat production worldwide. Exploiting resistance resources from wild relatives of wheat is a promising strategy for controlling this disease. In this study, a new wheat–Dasypyrum villosum T2DS·2v#4L translocation line in the background of Chinese Spring(CS) showed stable resistance to R. cerealis. Introgression of the T2DS·2v#4L chromosome into wheat cultivar Aikang 58 by backcrossing produced a marked increase in sharp eyespot resistance in NIL-T2DS·2v#4L in comparison with NILT2DS·2DL, and no detrimental effects of 2v#4L on agronomic traits were observed in the BC2F2, BC2F2:3,and BC2F2:4generations. Flow-sorted sequencing of 2v#4L yielded 384.3 Mb of assembled sequence, and8836 genes were predicted of which 6154 had orthologs in at least one of the 2AL, 2BL, and 2DL arms of CS, whereas 1549 genes were unique to 2v#4L. About 100,000 SNPs were detected in genes of 2v#4L and2DL in 10 sequenced bread wheat cultivars. A Kompetitive Allele Specific Polymerase chain reaction and30 conserved ortholog sequence markers were developed to trace the 2v#4L chromatin in wheat backgrounds. T2DS·2v#4L compensating translocation lines represent novel germplasm with sharp eyespot resistance and the markers will allow rapid detection in breeding programs.

关键词： Triticum aestivum Rhizoctonia cerealis Dasypyrum villosum Flow sorting KASP

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Long-term survival of a patient after resection of a gastrointestinal stromal tumor arising from the pancreas

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Hepatobiliary & Pancreatic Diseases International 2011年第3期10卷 330-332页

作者： Filip eka Bohumil Jon Alexander Ferko Zdeněk ubrt Dimitar H Nikolov věra Tyová Department of Surgery Faculty of Medicine and University Hospital Hradec Králové Department of Field Surgery Military Health Science FacultyHradec KrálovéDefence University Brno Fingerland Department of Pathology

BACKGROUND:Gastrointestinal stromal tumors (GISTs) may arise in any part of the gastrointestinal tract;extragastrointestinal locations are extremely *** a few cases of extragastrointestinal stromal tumor arising from the pancreas were *** of the reports described a long-term follow-up of the ***:This report describes an interesting and unusual case of GIST arising from the ***:A 74-year-old female presented with a palpable abdominal *** scan showed a large mass 11×8×4 cm originating from the tail of the *** biopsy revealed a GIST predominantly with spindle cells,but some parts also contained epitheloid *** patient was treated by distal pancreatic resection with *** of the tumor showed a staining pattern characteristic of *** patient has achieved a long-term survival of five years and six months without any sign of recurrence of the ***:This is the first reported case of an extragastrointestinal stromal tumor arising from the pancreas treated surgically,with a long-term survival.

关键词： gastrointestinal stromal tumor pancreas survival

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Phase classification of multi-principal element alloys via interpretable machine learning

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npj Computational Materials 2022年第1期8卷 206-217页

作者： Kyungtae Lee Mukil v.Ayyasamy Paige Delsa Timothy Q.Hartnett Prasanna v.Balachandran Department of Materials Science and Engineering University of VirginiaCharlottesvilleVA22904USA Department of Physics University of RichmondRichmondVA23173USA Department of Mechanical and Aerospace Engineering University of VirginiaCharlottesvilleVA22904USA

There is intense interest in uncovering design rules that govern the formation of various structural phases as a function of chemical composition in multi-principal element alloys (MPEAs).In this paper,we develop a machine learning (ML) approach built on the foundations of ensemble learning,post hoc model interpretability of black-box models,and clustering analysis to establish a quantitative relationship between the chemical composition and experimentally observed phases of *** originality of our work stems from performing instance-level (or local) variable attribution analysis of ML predictions based on the breakdown method,and then identifying similar instances based on k-means clustering analysis of the breakdown *** also complement the breakdown analysis with Ceteris Paribus profiles that showcase how the model response changes as a function of a single variable,when the values of all other variables are *** from local model interpretability analysis uncover key insights into variables that govern the formation of each *** developed approach is generic,model-agnostic,and valuable to explain the insights learned by the black-box *** interactive web application is developed to facilitate model sharing and accelerate the design of MPEAs with targeted properties.

关键词： alloys element instance

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Diversity of foliar endophytes in wind-fallen Picea abies trees

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Fungal Diversity 2012年第3期54卷 69-77页

作者： Ondřej Koukol Miroslav Kolařík Zuzana Kolářová Petr Baldrian Department of Botany Faculty of ScienceCharles University in PragueBenátská212801 Prague 2Czech Republic Laboratory of Genetics Physiology and Bioengineering of FungiInstitute of Microbiology of the ASCRv.v.i.Vídeňská108314220 Prague 4Czech Republic Laboratory of Environmental Microbiology Institute of Microbiology of the ASCRv.v.i.Vídeňská108314220 Prague 4Czech Republic

The unmanaged Norway spruce montane forests in the Bohemian Forest National Park(Czech Republic)suffered from repeated large-scale bark beetle outbreaks in last *** this study,the diversity of culturable foliar endophyte microfungi in needles originating from eleven recently wind-fallen trees in this area was *** aims were to describe their diversity and to determine the relative host and organ specificities of isolated endophyte species to estimate the species pool and abundance of foliar endophytes before the forest *** were isolated from surface-sterilized needles,and the outgrowing strains were identified based on morphological and molecular characteristics(analyses of ITS1,ITS2 and partial 28S rDNA).Fungal communities in the needles were diverse,with ascomycetes(mostly anamorphs of Helotiales)dominating *** most frequent species(Phacidiopycnis sp.,Cistella acuum,Sirococcus *** two species of Chalara)did not correspond with those recorded in previous studies of Picea *** example,the widely distributed Lophodermium piceae was rarely recorded in this *** pattern may be caused by different methods of sterilization and cultivation or by physiological characteristics of the needles,or it may reflect the species distribution in the studied *** of the Helotiales,along with sequences from GenBank,showed substantial overlap in host affinities,most prominently between Pinus and Picea,and also among species from distant plant lineages.

关键词： Morphospecies ITS rDNA Culturable microfungi Phacidiopycnis Host affinity

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Ultrashort pulse laser ablation in liquids:probing the first nanoseconds of underwater phase explosion

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Light(Science & Applications) 2022年第6期11卷 1005-1007页

作者： Chaobo Chen Leonid v.Zhigilei Department of Materials Science and Engineering University of Virginia395 McCormick RoadCharlottesvilleVA 22904-4745USA

The ultrafast pump-probe microscopy has shed new light on the complex dynamics of laser-induced explosive phase transformations and highlighted the importance of close integration of experimental,computational,and the... 详细信息

关键词： laser pump pulse

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