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Reconsidering the role of depression and common psychiatric disorders as partners in the type 2 diabetes epidemic

World Journal of Diabetes 2024年第6期15卷 1374-1380页

作者： Angelo Emilio Claro Clelia Palanza Marianna Mazza Alessandro Rizzi Andrea Corsello Linda Tartaglione Giuseppe Marano Giovanna Elsa Ute Muti Schuenemann Marta Rigoni Alfredo Pontecorvi Luigi Janiri Paola Muti Dario Pitocco Diabetes Care Unit Department of Medical and Surgical SciencesFondazione Policlinico Universitario A Gemelli IRCCSRome 00168Italy department of Biomedical Surgical and Dental SciencesUniversity of MilanMilan 20122Italy Istituto Italiano di Antropologia ISItARome 00100Italy Unit of Psychiatry Department of NeurosciencesFondazione Policlinico Universitario A Gemelli IRCCSUniversitàCattolica del Sacro CuoreRome 00168Italy Dipartimento di Medicina e Chirurgia Traslazionale UniversitàCattolica del Sacro CuoreRome 00168Italy Health Research methods Evidence and Impact DepartmentMcMaster UniversityOntario 1280Canada department of Endocrine-Metabolic and Dermo-Rheumatology Fondazione Policlinico Universitario A Gemelli IRCCSUniversitàCattolica del Sacro CuoreRome 00168Italy

Common psychiatric disorders(CPDs)and depression contribute significantly to the global epidemic of type 2 diabetes(T2D).We postulated a possible pathophysiological mechanism that through Bridge-Symptoms present in depression and CPDs,promotes the establishment of emotional eating,activation of the reward system,onset of overweight and obesity and,ultimately the increased risk of developing *** plausibility of the proposed pathophysiological mechanism is supported by the mechanism of action of drugs such as naltrexonebupropion currently approved for the treatment of both obesity/overweight with T2D and as separate active pharmaceutical ingredients in drug addiction,but also from initial evidence that is emerging regarding glucagon-like peptide 1 receptor agonists that appear to be effective in the treatment of drug *** hope that our hypothesis may be useful in interpreting the higher prevalence of CPDs and depression in patients with T2D compared with the general population and may help refine the integrated psychiatric-diabetic therapy approach to improve the treatment and or remission of T2D.

关键词： Depression Glucagon-like peptide-1 receptor agonists Diabetes mellitus type 2 Stress psychological Sleep wake disorders Food addiction

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Analysis of the COVID-19, Outbreak in Brazil Using Topological Weighted Centroid: An Intelligent Geographic Information System Approach

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Journal of Data Analysis and Information Processing 2024年第2期12卷 248-266页

作者： Masoud Asadi-Zeydabadi Marina Mizukoshi Massimo Buscema Giulia Massini Weldon Lodwick department of Physics University of Colorado Denver Colorado USA Institute of Mathematics and Statistics Federal University of Goi&#225s Goiania Goi&#225s Brazil Semeion Research Center Rome Italy department of Mathematical and statistical Sciences University of Colorado Denver Colorado USA

This study used Topological Weighted Centroid (TWC) to analyze the Coronavirus outbreak in Brazil. This analysis only uses latitude and longitude in formation of the capitals with the confirmed cases on May 24, 2020 to illustrate the usefulness of TWC though any date could have been used. There are three types of TWC analyses, each type having five associated algorithms that produce fifteen maps, TWC-Original, TWC-Frequency and TWC-Windowing. We focus on TWC-Original to illustrate our approach. The TWC method without using the transportation information predicts the network for COVID-19 outbreak that matches very well with the main radial transportation routes network in Brazil.

关键词： COVID-19 Topological Weighted Centroid (TWC) Algorithms TWC-Original TWC-Frequency and TWC-Windowing

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挤压过程中AA6xxx铝合金型材的再结晶行为模拟（英文）

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Transactions of Nonferrous Metals Society of China 2024年第10期 3170-3184页

作者： Marco NEGOZIO Antonio SEGATORI Riccardo PELACCIA Barbara REGGIANI Sara Di DONATO Lorenzo DONATI University of Parma-department of Engineering and Architecture Hydro Innovation and Technology DISMI department of Sciences and methods for Engineering University of Modena and Reggio Emilia InterMech-MO.RE–University of Modena and Reggio Emilia DIN department of Industrial Engineering–University of Bologna

介绍了一种开发AA6063铝合金再结晶模型的创新方法。该方法结合了基于回归分析的材料常数测定技术，并引入了评估晶粒尺寸演变的新方程。该方法的校准和验证结合了从3种AA6063铝合金型材的挤压实验中获得的显微组织数据和使用Qform Extr... 详细信息

介绍了一种开发AA6063铝合金再结晶模型的创新方法。该方法结合了基于回归分析的材料常数测定技术，并引入了评估晶粒尺寸演变的新方程。该方法的校准和验证结合了从3种AA6063铝合金型材的挤压实验中获得的显微组织数据和使用Qform Extrusion UK有限元代码模拟的结果。结果表明，显微组织演化的实验结果与数值模拟的预测结果相吻合。该方法准确模拟了动态再结晶和静态再结晶后晶粒尺寸随不同工业参数变化的趋势，在几乎整个抽样计算中，误差都小于25%。

关键词：再结晶模拟铝合金挤压有限元法显微组织预测

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Blockchain-Based System for Secure and Efficient Cross-Border Remittances: A Potential Alternative to SWIFT

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Journal of Software Engineering and Applications 2024年第8期17卷 664-712页

作者： Omoshola S. Owolabi Emmanuel Hinneh Prince C. Uche Nathaniel T. Adeniken Jennifer A. Ohaegbulem Samuel Attakorah Oluwabukola G. Emi-Johnson Chinaza S. Belolisa Harold Nwariaku department of Data Science Carolina University Winston Salem NC USA Patterson School of Business Carolina University Winston Salem NC USA department of statistical Sciences Wake Forest University Winston Salem NC USA department of Computer Science Fisk University Nashville TN USA Harold & Co Procurement and Supply Chain Consulting Lagos Nigeria

This paper proposes a blockchain-based system as a secure, efficient, and cost-effective alternative to SWIFT for cross-border remittances. The current SWIFT system faces challenges, including slow settlement times, high transaction costs, and vulnerability to fraud. Leveraging blockchain technology’s decentralized, transparent, and immutable nature, the proposed system aims to address these limitations. Key features include modular architecture, implementation of microservices, and advanced cryptographic protocols. The system incorporates Proof of Stake consensus with BLS signatures, smart contract execution with dynamic pricing, and a decentralized oracle network for currency conversion. A sophisticated risk-based authentication system utilizes Bayesian networks and machine learning for enhanced security. Mathematical models are presented for critical components, including transaction validation, currency conversion, and regulatory compliance. Simulations demonstrate potential improvements in transaction speed and costs. However, challenges such as regulatory hurdles, user adoption, scalability, and integration with legacy systems must be addressed. The paper provides a comparative analysis between the proposed blockchain system and SWIFT, highlighting advantages in transaction speed, costs, and security. Mitigation strategies are proposed for key challenges. Recommendations are made for further research into scaling solutions, regulatory frameworks, and user-centric designs. The adoption of blockchain-based remittances could significantly impact the financial sector, potentially disrupting traditional models and promoting financial inclusion in underserved markets. However, successful implementation will require collaboration between blockchain innovators, financial institutions, and regulators to create an enabling environment for this transformative system.

关键词： Interoperability Tokens AML/KYC Compliance Peer-to-Peer Transfers Financial Inclusion

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Physical insights into trapping effects on vertical GaN-on-Si trench MOSFETs from TCAD

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Journal of Semiconductors 2024年第3期45卷 45-52页

作者： NicolòZagni Manuel Fregolent Andrea Del Fiol Davide Favero Francesco Bergamin Giovanni Verzellesi Carlo De Santi Gaudenzio Meneghesso Enrico Zanoni Christian Huber Matteo Meneghini Paolo Pavan department of Engineering“Enzo Ferrari” University of Modena and Reggio EmiliaModena 41125Italy department of Information Engineering University of PadovaPadova 35131Italy department of Sciences and methods for Engineering(DISMI) University of Modena and Reggio EmiliaReggio Emilia 42122Italy EN&TECH Center University of Modena and Reggio EmiliaReggio Emilia 42122Italy Advanced Technologies and Micro Systems department Robert Bosch GmbHRenningen 71272Germany

Vertical GaN power MOSFET is a novel technology that offers great potential for power switching *** still in an early development phase,vertical GaN devices are yet to be fully optimized and require careful studies to foster their *** this work,we report on the physical insights into device performance improvements obtained during the development of vertical GaN-on-Si trench MOSFETs(TMOS’s)provided by TCAD simulations,enhancing the dependability of the adopted process optimization ***,two different TMOS devices are compared in terms of transfer-curve hysteresis(H)and subthreshold slope(SS),showing a≈75%H reduction along with a≈30%SS *** allow attributing the achieved improvements to a decrease in the border and interface traps,respectively.A sensitivity analysis is also carried out,allowing to quantify the additional trap density reduction required to minimize both figures of merit.

关键词： vertical GaN trench MOSFET SiO_(2) interface traps border traps hysteresis BTI

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Parallel coordinate plots of maize traits under different magnesium applications

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Journal of Integrative Agriculture 2015年第3期14卷 593-597页

作者： Jan Bocianowski Piotr Szulc Kamila Nowosad department of Mathematical and statistical methods Poznań University of Life Sciences department of Agronomy Poznań University of Life Sciences department of Genetics Plant Breeding and Seed Production Wroclaw University of Environmental and Life Sciences

The parallel coordinate plot is proposed as an efficient tool for visualization of 13 traits of ＂stay-green＂ maize（Zea mays L.） cultivar exposed to different methods of magnesium application. The field experiment was conducted in the department of Agronomy, Poznań University of Life Sciences, on the fields of the department of Teaching and Experimental Station in Swadzim in 2006–2008. Experiment was conducted as a single-factor experiment with seven applications of magnesium in a randomized complete block design with four replicates. The highest mean values of grain yield and 1 000-grain weight were obtained after application of variant T3 of magnesium（10 kg MgO ha^–1 soil） in the all three years of study.

关键词： magnesium maize parallel coordinate plots visualization

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Adaptive platform trials in critical care

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重症医学（英文） 2024年第4期04卷 478-479页

作者： Vignarajah Muralie Rochwerg Bram department of Surgery Queen’s University K7L 3N6 Kingston ON Canada department of Medicine McMaster University L8S 4L8 Hamilton ON Canada department of Health Research methods Evidence and Impact McMaster University L8S 4L8 Hamilton ON Canada

*** the development of novel therapeutic options and treatment pathways for critically ill patients,innovative methods to assess treatment efficacy in a timely manner are greatly *** only that,but the traditional meth... 详细信息

关键词： exceeding treatment critical

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Marine Predators Algorithm with Deep Learning-Based Leukemia Cancer Classification on Medical Images

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Computer Modeling in Engineering & Sciences 2024年第10期141卷 893-916页

作者： Sonali Das Saroja Kumar Rout Sujit Kumar Panda Pradyumna Kumar Mohapatra Abdulaziz S.Almazyad Muhammed Basheer Jasser Guojiang Xiong Ali Wagdy Mohamed department of Computer Science&Engineering Gandhi Institute for TechnologyBPUTBhubaneswar752054India department of Information Technology Vardhaman College of Engineering(Autonomous)Hyderabad501218TelanganaIndia department of Electronic&Communication Engineering Vedang Institute of TechnologyBhubaneswar752010India department of Computer Engineering College of Computer and Information SciencesKing Saud UniversityRiyadh11543Saudi Arabia department of Computing and Information Systems School of Engineering and TechnologySunway UniversityJalan UniversitiBandar SunwaySelangor Darul Ehsan47500Malaysia Research Centre for Human-Machine Collaboration(HUMAC) School of Engineering and TechnologySunway UniversityJalan UniversitiBandar SunwaySelangor Darul Ehsan47500Malaysia Guizhou Key Laboratory of Intelligent Technology in Power System College of Electrical EngineeringGuizhou UniversityGuiyang550025China Operations Research department Faculty of Graduate Studies for Statistical ResearchCairo UniversityGiza12613Egypt Applied Science Research Center Applied Science Private UniversityAmman11931Jordan

In blood or bone marrow,leukemia is a form of cancer.A person with leukemia has an expansion of white blood cells(WBCs).It primarily affects children and rarely affects *** depends on the type of leukemia and the extent to which cancer has established throughout the *** leukemia in the initial stage is vital to providing timely patient *** image-analysis-related approaches grant safer,quicker,and less costly solutions while ignoring the difficulties of these invasive *** can be simple to generalize Computer vision(CV)-based and image-processing techniques and eradicate human *** researchers have implemented computer-aided diagnosticmethods andmachine learning(ML)for laboratory image analysis,hopefully overcoming the limitations of late leukemia detection and determining its *** study establishes a Marine Predators Algorithm with Deep Learning Leukemia Cancer Classification(MPADL-LCC)algorithm onMedical *** projectedMPADL-LCC system uses a bilateral filtering(BF)technique to pre-process medical *** MPADL-LCC system uses Faster SqueezeNet withMarine Predators Algorithm(MPA)as a hyperparameter optimizer for feature ***,the denoising autoencoder(DAE)methodology can be executed to accurately detect and classify leukemia *** hyperparameter tuning process using MPA helps enhance leukemia cancer classification *** results are compared with other recent approaches concerning various measurements and the MPADL-LCC algorithm exhibits the best results over other recent approaches.

关键词： Leukemia cancer medical imaging image classification deep learning marine predators algorithm

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Investigating environmental quality among G20 nations: The impacts of environmental goods and low-carbon technologies in mitigating environmental degradation

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Geoscience Frontiers 2024年第1期15卷 84-96页

作者： Ernest Baba Ali Samira Shayanmehr Riza Radmehr Richard Bayitse Ebenezer Agbozo department of Economics University for Development StudiesTamale P.O.Box TL1350Ghana department of Agricultural Economics Ferdowsi University of MashhadIran Council for Scientific and Industrial Research Institute of Industrial ResearchAccra P.O.Box LG 576Ghana department of Big Data Analytics and methods of Video Analysis Ural Federal University19 Mira Str60002 EkaterinburgRussia

Environmental goods and low-carbon technologies have long been identified as having the potential to drive long-term economic progress without compromising environmental quality. However, their exact role in mitigating environmental degradation are yet to be unravelled. In addressing this shortfall, the extant literature relied on research funding and patent application as proxies for green technologies. Having established the weaknesses in the use of these variables as proxies for green technologies, this study explored the role of trade in environmental goods and low-carbon technologies in boosting environmental quality among G20 nation using a panel dataset from 1994 to 2018. The study employed the Method of Moment quantile regression for the model estimation and the Ridge regression, Discroll-Kraay standard error, and the Newey-West standard error estimators to test the robustness of our findings. Our findings indicate that whereas environmental goods promote environmental quality, low-carbon technologies decrease same. Also, the study found economic growth to exert an aggravating effect on environmental quality, while foreign direct investments, natural resource rents, human capital development, and renewable energy consumption exert positive influence on environmental quality. Based on the findings of the study, G20 nations are encouraged to improve green market structures to improve the trade in environmental goods and low-carbon technologies. Also the share of renewable energy sources in the overall energy basket must be improved to help improve environmental quality.

关键词： Environmental quality Environmental goods Low-carbon technology G20 nations

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On a New Hybrid Estimator for the Central Mean Space

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Journal of Systems Science & Complexity 2017年第1期30卷 111-121页

作者： XIA Qi DONG Yuexiao department of statistical Science Temple University USA.

Existing estimators of the central mean space are known to have uneven performances across different types of link functions. By combining the strength of the ordinary least squares and the principal Hessian directions, the authors propose a new hybrid estimator that successfully recovers the central mean space for a wide range of link functions. Based on the new hybrid estimator, the authors further study the order determination procedure and the marginal coordinate test. The superior performance of the hybrid estimator over existing methods is demonstrated in extensive simulation studies.

关键词： Marginal coordinate test order determination ordinary least squares principal Hessiandirections sufficient dimension reduction.

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