Audio recognition method of belt conveyor roller fault based on convolutional neural network and linear regression by Xiangyuan CHEN, Wei QIN, Yanchi LIU, Minghua LUO

“…The results show that the detection rate of roller fault reaches 95.79 %, and the detection accuracy reaches 95.60 %.…”
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Physics of swimming and its fitness cost determine strategies of bacterial investment in flagellar motility by Irina Lisevich, Remy Colin, Hao Yuan Yang, Bin Ni, Victor Sourjik

“…Abstract Microorganisms must distribute their limited resources among different physiological functions, including those that do not directly contribute to growth. …”
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Non-destructive identification of commercial jerky types based on multi-band hyperspectral imaging with machine learning by Yuanxi Han, Liang Li, Siyuan Jiang, Pengpeng Sun, Wenliang Wu, Zhendong Liu

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Untargeted metabolomics reveals stage-specific metabolic signatures in yak colostrum, transitional milk and mature milk by Yunduan Wang, Daoliang Lan, Shaohui Beng, Shunyang Liu, Xueer Mu, Kechao Chen, Yueyue Li, Meng Xu, Jian Li, Wei Fu

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The profound implications of mitochondrial myopathy on activities of daily living: an observational qualitative study of standardized structured and semi-structured patient intervi... by Elizabeth M. McCormick, James T. Peterson, Joaquim Diego D. Santos, Jean Flickinger, Rui Xiao, Richard Haas, Zarazuela Zolkipli-Cunningham

“…Our results will serve as a comprehensive resource to inform the physician, patient, industry and advocacy communities on outcome measure selection and clinical trial design; and to help inform regulatory agencies in the United States Food and Drug Administration (FDA) drug approval process for MM.…”
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Solid-State Nanopore Readout of Programmable DNA and Peptide Nanostructures for Scalable Digital Data Storage by Lihuan Zhao, Jiajun Wang, Lin-Sheng Wu, Xin Zhao

“…Peptide nanostructures are introduced as a data medium via click-chemistry, expanding encoding sources. By integrating a photosensitive PC-linker, this approach endows the data chain with functionalities for encryption and data formatting, enhancing the security and organization of biological information storage. …”
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La teoría del rayo paraxial en la sismica de pozo: Aproximación de segundo orden en los tiempos de tránsito by Montes Vides Luis Alfredo

“…This characteristic VSP function can be numerically estimated using at least six measurements of appropriated selected travel times.…”
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Rehabilitation impact indices and their independent predictors: a systematic review by Amardeep Thind, Gerald Choon-Huat Koh, Robert Petrella, Cynthia Huijun Chen

“…Objectives To (1) identify all available rehabilitation impact indices (RIIs) based on their mathematical formula, (2) assess the evidence for independent predictors of each RII and (3) propose a nomenclature system to harmonise the names of RIIs.Design Systematic review.Data sources PubMed and references in primary articles.Study selection First, we identified all available RII through preliminary literature review. …”
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Current approaches to assessment of the impact of the environmental contamination on cancer risk by L. G. Solenova

“…Assessment of the impact of environmental contamination on cancer risk includes: •setting research priorities on the local, regional, and on the all-Russian levels; •the selection of the research that may be maximally socially profitable; •the choice of the research method that the most adequately meets the research objectives; •systemic analysis of the planed research to determine the availability of the resources, personnel, and information; •monitoring of atmospheric pollutions with analysis of the fraction composition of the particulate matters; •coordination of available data basis on environment and the population health conditions; •the implementation of the of molecular biology to determine prenosological manifestation of carcinogenesis and development of fine and diverse research methods on relationships between the environment and cancer risk.For effective implementation of the research objectives aimed to decrease the impact of hazard factors with special reference on cancer risk in the Russian population, it is necessary: to create training personnel capable of providing epidemiologic studies, using up-to day methods, publication of methodological materials, text books, and sufficient funding of studies.…”
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Risk Assessment and Prediction of Heavy Metal Pollution in Groundwater and River Sediment: A Case Study of a Typical Agricultural Irrigation Area in Northeast China by Shuang Zhong, Hui Geng, Fengjun Zhang, Zhaoying Liu, Tianye Wang, Boyu Song

“…The areas with typical municipal sewage discharge river and irrigation water function were selected as study sites in northeast China. …”
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Accelerated Modeling of Transients in Electromagnetic Devices Based on Magnetoelectric Substitution Circuits by Sergii Tykhovod, Ihor Orlovskyi

“…The purpose of the work: The objective of this work is to develop a highly effective method for calculating electromagnetic transient processes in a coil with a ferromagnetic magnetic core connected to a voltage source. The method involves the use of nonlinear magnetoelectric substitution circuits for electromagnetic devices and a spectral method for representing solution functions using orthogonal polynomials. …”
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Genome-wide search for copy number variations associated with blood parameters in Large White pigs by M. A. Kolosova, L. V. Getmantseva, S. Yu. Bakoev, A. Yu. Kolosov

“…However, few studies have focused on the associations of CNVs with blood parameters, which could help identify subtle mechanisms underlying the physiological regulation of phenotypes associated with health and selection-important traits. The aim of this work was to identify CNVs associated with alanine aminotransferase (ALT), urea (Urea), red blood cell (RBC) and white blood cell (WBC) counts in Large White pigs and to identify candidate genes that may be considered as genetic markers in hematopoietic functions, physiological processes and productivity phenotypes. …”
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Background of standardization and regulation of training and use of pharmaceutical regular resource potential in XI–XVI centuries by M. S. Ponomarenko, O. S. Soloviov, T. M. Krasnianska, Yu. M. Grygoruk

“…The main stages of development of the property (material) and human resources to provide medical treatment and patients have been detected. The basic steps of transformation and delimitation of professional functions pharmacist-physician have been set. …”

Investigation and Application of Water-Saving Monitoring Technology in Public Institutions by WANG Kang, ZHENG Yongjie, ZHANG Zhen, TANG Yanping, SONG Wenhao, GUO Xiaoming

“…Considering the characteristics of water use and the current situation of water facilities in public institutions,this study comprehensively employs the Internet of Things (IoT),cloud deployment,databases,three-dimensional (3D) visualization,and other advanced techniques to create a water-saving reconstruction scheme with integrated software and hardware for public institutions.Therefore,a smart water management platform for public institutions is built to implement advanced water-saving concepts and improve the water management level.The main research results are as follows:① By intelligent remote monitoring equipment,the multiclass water measurement network is designed to realize the fine collection of zonal water use data;② this study designs a reconstruction scheme of water facilities and explores the utilization mode of unconventional water sources to improve the utilization efficiency of water resources;③ multiple algorithms and statistical methods are used to analyze the time series of water use data,and thus this study realizes the analysis of pipeline network leakage and damage,identification of water use anomalies,and water-saving statistical analysis,and the investigation of water use laws;④ the platform with functions of monitoring and early warning is established to achieve real-time remote monitoring of water use,statistical analysis of historical water use,and identification and warning of pipe network leakage,so as to detect water anomalies in time and save water.The research results are first applied to the construction of the water-saving institution of the Pearl River Water Resources Commission to build a benchmark for the construction of water-saving institutions in the southern region.On the basis of application experience,the comprehensively integrated monitoring technology for water-saving in public institutions is developed,which provides a new idea for public institutions to save water.…”
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Analysis of value-based healthcare (VBHC) framework by incremental cost-effectiveness of surgical and therapeutic interventions: a retrospective study at tertiary private health gr... by Mona Khamis, Zainab Almoosa, Marie Santos, Engineer Diaa Kamal, Suhail Yaghmor, Muhammad Daniyal, Abbas Al Mutair

“…Knee and ACL therapies were the most cost-effective, while lower cost-effectiveness in CP and LBP treatments may stem from the chronic nature, variable patient responses, and high resource use. Improving patient selection, standardizing treatment protocols, and enhancing early intervention and care coordination can boost efficiency and outcomes. …”
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Analysis of ecotourism components effect on designing Talesh city residential-recreational complex by Zeynab Feyzi, Farzaneh Asadi Malekjahan

“…Sampling in this citation is purposeful-selective through in-depth interviews with a statistical population of 20 architects. …”
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Architectural design solutions towards healing educational environment for autistic children by Mohammadsalar Hafez, Mojtaba Pourahmadi

“…Sampling in this citation is purposeful-selective through in-depth interviews with a statistical population of 20 architects. …”
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Genicular Nerve Ultrasound-Guided Cryoanalgesia for the Treatment of Chronic Knee Joint Pain: An Observational Retrospective Study by Giuliano Lo Bianco, Francesco Paolo D’angelo, Guillherme Ferreira Dos Santos, Agnes Stogicza, Matteo Luigi Giuseppe Leoni, Andrea M. Trescot, Robert Jason Yong, Christopher L. Robinson

“…Abstract Introduction Chronic knee pain caused by osteoarthritis (OA) is a prevalent source of disability in the adult population. Total knee arthroplasty (TKA) is an effective surgical treatment for advanced disease, but many patients continue to suffer from chronic post-surgical pain (CPSP). …”
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Sap flow simulation of Cunninghamia lanceolata in degraded red soil region based on back propagation neural network by Tu Jie, Liu Qijing, Wei Jun, Hu Liang

“…Therefore, quantitative research on tree water consumption characteristics by transpiration has become a hot issue in the field of tree physiological ecology in recent years.Taking the C. lanceolata plantation in degraded red soil of Jiangxi Province as the research object, the log-sigmoid type function (tansig) of MATLAB toolbox was selected as the transmission function for the role of neurons. …”
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A Comparative Study on the Competencies of Ai-supported Translation Tools in Literary Translation by Erdinç Aslan

“…The study describes the translations of randomly selected words and expressions from the source text by human translators and AI-supported translation tools by comparing them based on Koller’s (2004, pp. 228–266) categories of equivalence.…”
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