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Question-Answering Pair Matching Based on Question Classification and Ensemble Sentence Embedding

Computer Systems Science & Engineering 2023年第9期46卷 3471-3489页

作者： Jae-Seok Jang Hyuk-yoon kwon Department of Computer Science and Engineering Seoul National University of Science and TechnologySeoul01811Korea Department of Industrial Engineering/Graduate School of Data Science Seoul National University of Science and TechnologySeoul01811Korea

Question-answering(QA)models find answers to a given *** necessity of automatically finding answers is increasing because it is very important and challenging from the large-scale QA data *** this paper,we deal with the QA pair matching approach in QA models,which finds the most relevant question and its recommended answer for a given *** studies for the approach performed on the entire dataset or datasets within a category that the question writer manually *** contrast,we aim to automatically find the category to which the question belongs by employing the text classification model and to find the answer corresponding to the question within the *** to the text classification model,we can effectively reduce the search space for finding the answers to a given ***,the proposed model improves the accuracy of the QA matching model and significantly reduces the model inference ***,to improve the performance of finding similar sentences in each category,we present an ensemble embedding model for sentences,improving the performance compared to the individual embedding *** real-world QA data sets,we evaluate the performance of the proposed QA matching *** a result,the accuracy of our final ensemble embedding model based on the text classification model is 81.18%,which outperforms the existing models by 9.81%∼14.16%***,in terms of the model inference speed,our model is faster than the existing models by 2.61∼5.07 times due to the effective reduction of search spaces by the text classification model.

关键词： Question-answering text classification model data augmentation text embedding

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Deneddylase 1 regulates deneddylase activity of the Cop9 signalosome in Drosophila melanogaster

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Insect Science 2017年第1期24卷 27-34页

作者： Kiyoung Kim Jeongsook yoon Jeongbin Yim hyung-Jun Kim Department of Medical Biotechnology Soonchunhyang University Asan 336-745 Division of Intractable Diseases CenterforBiomedical Sciences National Institute of Health Cheongwon 361-951 Department of Neural Development and Disease Korea Brain Research Institute Daegu 701-300 Korea

NEDD8 conjugation of Cullin has an important role in ubiquitin-mediated protein degradation. The COP9 signalosome, of which CSN5 is the major catalytic subunit, is a major Cullin deneddylase, Another deneddylase, Deneddylase 1, has also been shown to process the Nedd8 precursor. In Drosophila, the DEN1 mutants do not have increased levels of Cullin neddylation, but instead show a significant decrease in neddylated Cullin. This characteristic decrease in neddylated Cullins in the DEN1^null background can be rescued by UAS-dDEN1^WT overexpression but not by overexpression of mature NEDDS, indicating that this phenotype is distinct from the NEDD8-processing function of DENI. We examined the role of DEN 1-CSN interaction in regulating Cullin neddylation. Overexpression of DEN1 in a CSN5^hypo background slightly reduced unneddylated Cullin levels. The CSN5, DEN1 double mutation partially rescues the premature lethality associated with the CSN5 single mutation. These results suggest that DEN1 regulates Cullin neddylation by suppressing CSN deneddylase activity.

关键词： COP9 signalosome Cullin DEN1 Drosophila NEDD8

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Thermal deformation of aluminum alloy casting materials for tire mold by numerical analysis

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中国有色金属学会会刊：英文版 2012年第S3期22卷 859-863页

作者： Hee-Sung yoon Je-Se CHOI Yool-kwon OH Department of Advanced Parts and Materials Engineering Chosun University Department of Mechatronics Engineering Chosun University

Thermal deformation of aluminum alloy casting materials for manufacturing the tire mold was numerically *** AC7A and AC4C casting material was selected as casting material and the metal casting device was used in order to manufacture the mold product of automobile tire in the actual industrial *** temperature distribution and the cooling time of casting materials were numerically calculated by finite element analysis (FEA).Also,the thermal deformation such as displacement and stress distribution was calculated from the temperature *** thermal deformation was closely related to the temperature difference between the surface and inside of the *** numerical analysis results reveal that the thermal deformation of AC7A casting material is higher than that of AC4C casting ***,the thermal deformation results at the central part are larger than that on the side of casting because of the shrinkage caused by the cooling speed difference.

关键词： thermal deformation finite element analysis AC7A casting material AC4C casting material

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Advances in Liquid Chromatography-Mass Spectrometry-Based Lipidomics: A Look Ahead

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Journal of Analysis and Testing 2020年第3期4卷 183-197页

作者： Nguyen Phuoc Long Seongoh Park Nguyen Hoang Anh Sun Jo Kim hyung Min Kim Sang Jun yoon Johan Lim Sung Won kwon College of Pharmacy Seoul National UniversitySeoul 08826Republic of Korea Department of Statistics Seoul National UniversitySeoul 08826Republic of Korea

Lipidomics is a subfield of metabolic phenotyping that focuses on high-throughput profiling and quantification of *** roles of lipidomics in translational and clinical research have emerged,especially over the past *** lipidomic pipelines have been developed using mass spectrometry(MS)-based *** of the complexity of the data,generally,computational demands are much higher in untargeted lipidomic *** the current paper,we primarily discussed the recent advances in untargeted liquid chromatography-mass spectrometry-based lipidomics,covering various facets from analytical strategies to functional *** current practice of tandem MS-based lipid annotation in untargeted lipidomics studies was ***,we highlighted the essential characteristics of machine learning models,together with a data partitioning strategy,to facilitate appropriate modeling and validation in metabolic phenotyping *** aspects of data sharing were briefly ***,certain recommendations were suggested toward more standardized and sustainable lipidomics analysis strategies as independent platforms,and as members of the omics family.

关键词： Metabolic phenotyping Lipidomics Mass spectrometry Biochemical analysis Machine learning

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Current Usage of Terminologies Related to Acupotomy: A Literature Research and Standardization Suggestion

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Chinese Journal of Integrative Medicine 2019年第2期25卷 147-150页

作者： Sang-Hoon yoon yoon-Sik Kim Hee-Guen Jo Chan-Young kwon Chung-Yeon Medical Institute Department of Clinical Korean Medicine Graduate SchoolKyung Hee University Yanggu Public Health Center

Objective: To investigate the current usage of terminologies related to acupotomy through systematic search and analyze the pros and cons of each for proposing a standard terminology. Methods: Seven medical journal databases were searched including PubMed, EMBASE, Cochrane Central Register of Controlled Trials, China National Knowledge Infrastructure, Oriental Medicine Advanced Searching Integrated System, KoreaMed, and Korean studies Information Service System using 10 candidate terminologies as searching terms. All studies published from their inception to July 26, 2017 were collected. Articles were included if the title stated one of the 10 candidate terminologies consistent with the definition of acupotomy. Priorly established frequency and consistency of each candidate terminology from medical databases were calculated and evaluated. Moreover, the pros and cons of each were analyzed to propose a standard terminology. Results: A total of 112 studies in English databases, 1,129 studies in Chinese database, and 44 studies in Korean databases were included. The most frequently used terminologies were needle knife(35.71%), acupotomy(48.54%) and acupotomy(90.90%) in English, Chinese and Korean database, respectively. Overall, acupotomy and needle knife were the most frequently used. Others like acupotomology, needle scalpel, miniscalpel acupuncture and miniscalpel needle were used within 10% of the total searched literature. Acupotome, stiletto needle, sword like needle, and Xiaozhendao were rarely used. Acupotomy had the advantages of high frequency and consistency but lacked representativeness. Needle knife also showed a high frequency, but the consistency was poor. Though miniscalpel acupuncture and miniscule needle were used less frequently, they had advantages of inclusiveness and clarity. Conclusions: A debate for standardization of the terminology is necessary. This preliminary research can provide a basic outline for the standardization consensus process, and

关键词： acupuncture Chinese medicine acupotomy terminology

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Study of material removal behavior on R-plane of sapphire during ultra-precision machining based on modified slip-fracture model

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Nanotechnology and Precision Engineering 2020年第3期3卷 141-155页

作者： Suk Bum kwon Aditya Nagaraj Hae-Sung yoon Sangkee Min Department of Mechanical Engineering University of Wisconsin-Madison1513 University AvenueMadisonWI 53706United States of America School of Aerospace and Mechanical Engineering Korea Aerospace University76 Hanggongdaehak-roDeogyang-guGoyang-siGyeonggi-do 10540Republic of Korea

In this paper, the modified slip/fracture activation model has been used in order to understand the mechanism of ductile-brittle transition on the R-plane of sapphire during ultra-precision machining by reflecting direction of resultant force. Anisotropic characteristics of crack morphology and ductility of machining depending on cutting direction were explained in detail with modified fracture cleavage and plastic deformation parameters. Through the analysis, it was concluded that crack morphologies were mainly determined by the interaction of multiple fracture systems activated while, critical depth of cut was determined by the dominant plastic deformation parameter. In addition to this, by using proportionality relationship between magnitude of resultant force and depth of cut in the ductile region, an empirical model for critical depth of cut was developed.

关键词： Ductile-brittle transition Crack morphology Single crystal sapphire Deformation mechanism Orthogonal cutting Ultra-precision machining

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Clinical implications of neutrophil-to-lymphocyte ratio and MDSC kinetics in gastric cancer patients treated with ramucirumab plus paclitaxel

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Chinese Journal of Cancer Research 2020年第5期32卷 621-630页

作者： hyung-Don Kim Min-Hee Ryu Sangsoon yoon Young-Soon Na Meesun Moon hyungeun Lee hyung Geun Song yoon-Koo Kang Department of Oncology Asan Medical CenterUniversity of Ulsan College of MedicineSeoul 05505Republic of Korea Asan Institute for Life Science Asan Medical CenterUniversity of Ulsan College of MedicineSeoul 05505Republic of Korea DiNonA Inc Seoul 05505Korea

Objective: We aimed to investigate the prognostic value of neutrophil-to-lymphocyte ratio(NLR) and myeloidderived suppressor cells(MDSCs) in gastric cancer patients treated with second-line ramucirumab plus ***: A total of 116 patients with advanced or metastatic gastric cancer who receive ramucirumab plus paclitaxel were prospectively enrolled. Fresh blood samples were collected before and after treatment, and flow cytometry was performed to assess the proportions of monocytic(m MDSCs) and granulocytic MDSCs(g MDSCs).Results: Median age was 58 years and 71(61.2%) patients were male. A baseline NLR≥2.94 was associated with significantly poorer progression-free survival(PFS) and overall survival(OS) vs. an NLR<2.94(P=0.011 and P=0.002, respectively). In multivariate analysis, an NLR≥2.94 was independently associated with poorer PFS[hazard ratio(HR)=1.58;95% confidence interval(95% CI): 1.01-2.49, P=0.046] and OS(HR=1.77;95% CI:1.04-3.04, P=0.036). While m MDSC counts did not significantly change following two cycles of therapy(P=0.530),g MDSC counts decreased significantly after two treatment cycles(P=0.025) but tended to increase in patients with progressive disease after two treatment cycles(P=0.098). A progressive increase in g MDSC counts(≥44%) was associated with a significantly shorter PFS and OS vs. a g MDSC count increase <44%(P=0.001 and P=0.003,respectively).Conclusions: The baseline NLR may help guide clinical decisions during ramucirumab plus paclitaxel therapy for gastric cancer. Our g MDSC kinetics data warrant further clinical validation and mechanistic investigation.

关键词： Gastric cancer ramucirumab plus paclitaxel neutrophil-to-lymphocyte ratio myeloid-derived suppressor cells

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Influences of etiology and endoscopic appearance on the long-term outcomes of gastric antral vascular ectasia

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World Journal of Clinical Cases 2022年第18期10卷 6050-6059页

作者： Hyo Jin kwon Si hyung Lee Joon Hyun Cho Division of Gastroenterology and Hepatology Department of Internal MedicineYeungnam University College of MedicineDaegu 42415South Korea

BACKGROUND Gastric antral vascular ectasia(GAVE)has diverse associations and presumed causes,which include liver cirrhosis,chronic kidney disease,and autoimmune *** heterogeneity of underlying disorders suggests that the pathogenesis of GAVE may be *** To compare the clinical features and long-term outcomes of GAVE according to endoscopic patterns and *** The medical records and endoscopic images of 23 consecutive patients diagnosed with GAVE by endoscopy at Yeungnam University Hospital from January 2006 to December 2020 were retrospectively *** were allocated to cirrhosis(16 patients)and non-cirrhosis groups(7 patients).GAVE subtypes,as determined by endoscopy,were categorized as punctate(a diffuse,honeycomb-like appearance,17 patients)or striped(a linear,watermelon-like appearance,6 patients).RESULTS All GAVE patients with cirrhosis(16/16,100%)had a punctate pattern by endoscopy,whereas the majority of patients(6/7,85.7%)without cirrhosis had a striped pattern(P<0.001).Overt GAVE bleeding(10/23,43%)was significantly more common in the non-cirrhosis group than in the cirrhosis group(6/7,85.7%vs 4/16,25.0%;P=0.019),and more common in the striped group than in the punctate group(5/6,83.3%vs 5/17,29.4%;P=0.052).However,mean numbers of admissions due to GAVE bleeding and argon plasma coagulation(APC)sessions to address overt bleeding were similar in the cirrhosis and non-cirrhosis groups and in the punctate and striped *** patients with GAVE bleeding were successfully treated by APC,and no patient died from GAVE-related blood loss during a median follow-up of 24 *** Punctate-type GAVE is strongly associated with liver cirrhosis,and GAVE patients without cirrhosis tend to be more prone to overt ***,the presence of cirrhosis and endoscopic patterns did not influence long-term clinical courses or outcomes in cases of overt bleeding.

关键词： Gastric antral vascular ectasia Cirrhosis Endoscopy Gastrointestinal bleeding Argon plasma coagulation

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Unilateral foveomacular retinitis resembling solar retinopathy among young soldiers in Korean army and associated multimodal imaging findings

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International Journal of Ophthalmology(English edition) 2020年第1期13卷 112-119页

作者： Chang Ki yoon Kyu hyung Park Se Joon Woo Department of Ophthalmology Seoul National University College of MedicineSeoul National University Bundang HospitalSeongnam 13620Korea Department of Ophthalmology Hallym University College of MedicineHallym University Kangnam Sacred Heart HospitalSeoul 07441Korea

AIM: To describe the clinical features and multimodal images of unilateral foveomacular retinitis in young Korean soldiers. METHODS: Ten patients having foveomacular retinitis were included. Fluorescein angiography, fundus autofluorescence(FAF), infrared reflectance(IR), and spectral-domain optical coherence tomography(SD-OCT) were ***: All patients were young males experienced insidious visual decline without exposure to bright light. Initial and final vision ranged from hand movement to 20/20(median 20/200) and 20/2000 to 20/20(median 20/500), respectively. Vision decreased in 6 patients while improved in two. Typical macular abnormality was yellow granular spots. SD-OCT showed ellipsoid zone(EZ) or interdigitation zone(IZ) disruption of fovea. The degree of EZ/IZ damage correlated with vision. Lesions were clearly visualized through IR and matched with SD-OCT ***: This is the first case series of foveomacular retinitis diagnosed with multimodal imaging. Foveomacular retinitis should be suspected in sudden unilateral visual decline especially in young soldiers. SD-OCT is the most important diagnostic modality.

关键词： foveomacular retinitis Korean multimodal imaging solar retinopathy soldiers unilateral

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Traumatic pancreatic ductal injury treated by endoscopic stenting in a 9-year-old boy:A case report

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World Journal of Clinical Cases 2023年第16期11卷 3885-3890页

作者： hyung Jun kwon Min Kyu Jung Jinyoung Park Department of Surgery School of MedicineKyungpook National UniversityKyungpook National University HospitalDaegu 41944South Korea Department of Internal Medicine School of MedicineKyungpook National UniversityKyungpook National University HospitalDaegu 41944South Korea

BACKGROUND Traumatic pancreatic injury is relatively rare in children,accounting for approximately 3%-12%of blunt abdominal trauma *** traumatic pancreatic injuries in boys are related to bicycle *** pancreatic injuries often result in delayed presentation and treatment,leading to high morbidity and *** management of children with traumatic main pancreatic duct injuries is still under *** SUMMARY We report the case of a 9-year-old boy who was presented at our institution with epigastric pain after being stuck with his bicycle handlebar at the upper abdomen and then treated with endoscopic stenting because of a pancreatic ductal *** We believe that endoscopic stenting of pancreatic ductal injuries may be a feasible technique in certain cases of children with traumatic pancreatic duct injuries to avoid unnecessary operations.

关键词： Pancreatic injury Trauma Endoscopic pancreatic stent Pediatrics Case report

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