Determination of parameters of reliability-oriented maintenance of coal mine dump trucks by Chernyh V.G., Otrokov A.V., Grinko D.A., Grinko A.A., Mironova A.O., Bogatyrev A.R.

“…The study is based on an analysis of data on failures of dump truck components operated at one of the mining enterprises of the Kuznetsk coal basin. …”
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Federated Learning Enhanced MLP–LSTM Modeling in an Integrated Deep Learning Pipeline for Stock Market Prediction by Jayaraman Kumarappan, Elakkiya Rajasekar, Subramaniyaswamy Vairavasundaram, Ketan Kotecha, Ambarish Kulkarni

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Solid-state calculations for iterative refinement in quantum crystallography using the multipole model by Michael Patzer, Christian W. Lehmann

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Air quality prediction using stacked bi- long short-term memory and convolutional neural network in India by S Karkuzhali, Thendral Puyalnithi, R Nirmalan

“…This integrated approach aims to address the intricate and nonlinear dependencies present in air quality time series data. During the training phase, the Adam optimizer is used to fine-tune the model’s hyperparameters, with Mean Squared Error (MSE) serving as the loss function. …”
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Method of the Cyclotorsion Error Compensation for Myopic Astigmatism during SMILE Surgery by G. A. Gamidov, I. A. Mushkova, S. V. Kostenev, A. A. Gamidov

“…Purpose: to develop an effective and safe method of cyclotorsion compensation, to improve the clinical and functional results of the of myopic astigmatism correction with SMILE surgery.Patients and methods: Two equivalent groups of 30 people (30 eyes) were formed with cyclotorsion from ±5 degrees («Standard» and «Verion»). …”
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Identification and Characterization of the <i>BBX</i> Gene Family in Pomegranate (<i>Punica granatum</i> L.) and Its Potential Role in Anthocyanin Accumulation During Fruit Ripenin... by Longbo Liu, Jie Zheng

“…GO enrichment analysis confirmed that most PgBBX genes function as TF involved in plant growth and development. …”
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Single-cell and machine learning approaches uncover intrinsic immune-evasion genes in the prognosis of hepatocellular carcinoma by Jiani Wang, Xiaopeng Chen, Donghao Wu, Changchang Jia, Qinghai Lian, Yuhang Pan, Jiumei Yang

“…Functional enrichment analysis was conducted to explore potential mechanisms. …”
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PA-Win2: In Silico-Based Discovery of a Novel Peptide with Dual Antibacterial and Anti-Biofilm Activity by Jin Wook Oh, Min Kyoung Shin, Hye-Ran Park, Sejun Kim, Byungjo Lee, Jung Sun Yoo, Won-Jae Chi, Jung-Suk Sung

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Automated bone scan index as predictors of survival in prostate cancer by Joko Wiyanto, Rini Shintawati, Budi Darmawan, Basuki Hidayat, Achmad Kartamihardja

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LncRNA transcriptome analysis of rainbow trout (Oncorhynchus mykiss) skin infected with IHNV reveals that lncRNA SARL/miR-205-z/SOCS3 axis negatively regulates antiviral immunity m... by Lu Zhao, Jinqiang Huang, Yongjuan Li, Shenji Wu

“…Transcriptome analysis identified twelve upregulated and four downregulated DElncRNAs. …”
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scQTLtools: An R/Bioconductor Package for Comprehensive Identification and Visualization of Single-Cell eQTLs by Xiaofeng Wu, Xin Huang, Pinjing Chen, Jingtong Kang, Jin Yang, Zhanpeng Huang, Siwen Xu

“…However, existing tools are often limited in functionality, input compatibility, or scalability for sparse single-cell data. …”
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Abnormal Granger causal connectivity based on altered gray matter volume and associated neurotransmitters of adolescents with internet gaming disorder revealed by a multimodal neur... by Xiaoyu Niu, Mengzhe Zhang, Xinyu Gao, Jinghan Dang, Jieping Sun, Qiuying Tao, Yan Lang, Weijian Wang, Yarui Wei, Shaoqiang Han, Huayan Xu, Yingkun Guo, Jingliang Cheng, Yong Zhang

“…Therefore, we aimed to integrate structural, functional and molecular data to explore the GMV-based Granger causal connectivity abnormalities and their correlated neurotransmitter systems in IGD adolescents. …”
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Behaviour change interventions to promote physical activity in people with intermittent claudication: the OPTIMA systematic review by Ukachukwu O Abaraogu, Philippa Dall, Chris Seenan, Sarah Rhodes, Trish Gorely, Joanna McParland, Julie Brittenden, Ebuka M Anieto, Lorna Booth, Cathy Gormal, Jeremy Dearling, Candida Fenton, Sarah Audsley, Kimberley Fairer, Lindsay Bearne, Dawn A Skelton

“…Any disagreements were resolved through consensus or, if necessary, by referral to a third reviewer. Data synthesis Data were summarised in a narrative review and, when appropriate, meta-analysis was carried out. …”
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Synchrotron-Based Structural Analysis of Nanosized Gd₂(Ti_1−xZr_x)₂O₇ for Radioactive Waste Management by Marco Pinna, Andrea Trapletti, Claudio Minelli, Armando di Biase, Federico Bianconi, Michele Clemente, Alessandro Minguzzi, Carlo Castellano, Marco Scavini

“…Synchrotron-based techniques were employed to investigate their structural properties: High-Resolution X-ray Powder Diffraction (HR-XRPD) was used to assess long-range structure, while Pair Distribution Function (PDF) analysis and Extended X-ray Absorption Fine Structure (EXAFS) spectroscopy provided insights into the local structure. …”
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Software with artificial intelligence-derived algorithms for detecting and analysing lung nodules in CT scans: systematic review and economic evaluation by Julia Geppert, Peter Auguste, Asra Asgharzadeh, Hesam Ghiasvand, Mubarak Patel, Anna Brown, Surangi Jayakody, Emma Helm, Dan Todkill, Jason Madan, Chris Stinton, Daniel Gallacher, Sian Taylor-Phillips, Yen-Fu Chen

“…Data synthesis Narrative data synthesis was performed. …”
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UK poSt Arthroplasty Follow-up rEcommendations (UK SAFE): what does analysis of linked, routinely collected national datasets tell us about mid–late term revision risk after knee r... by Andrew Judge, Sarah R Kingsbury, Nigel K Arden, Rafael Pinedo-Villanueva, Lindsay K Smith, Cesar Garriga, Antonella Delmestri, Martin Stone

“…CPRD GOLD-HES data covered 1995–2011 on 17 378 KR. Patients had minimum 5 years postprimary surgery to end 2016. …”
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Assessing the impact of development institutions in the Russian Far East by Georgiy A. Borshchevskiy

“…The indicators characterizing the performance of the development institutions in the Russian Far East were obtained from the Unified Interdepartmental Information and Statistical System for 2000–2022. The data sets were transformed using the principal component analysis; the difference-in-differences method was applied to assess the outcome produced by the development institutions. …”
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Capturing sexual orientation and gender identity information in electronic medical records to inform the person-centred care of sexual and gender minority people by Simone Schmidt, Timothy Fazio, Aruska N. D’Souza, Stephen Muhi, Kath Feely, Benita Butler, Adam Boulton

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The Main Directions of Improving the Methodology for the Application of Advanced Information and Communication Technologies in the Statistical Activities of the Republic of Uzbekis... by I. E. Zhukovskaya

“…The scientific article presents the main directions of improving the methodology for the application of advanced information and communication technologies in the statistical activities of the Republic of Uzbekistan in the context of the formation of a digital economy, in particular with the aim of achieving maximum reliability and efficiency in collecting and processing statistical data, as well as the openness and quality of information when receiving consolidated indicators for various user requests, an analysis of the functionality of information systems and technologies used in the statistical field was carried out, a methodology for the provision of modern state interactive services to end users was developed on the basis of the implementation of a digital analytical platform, mechanisms for improving the quality of state statistical reporting based on the use of web service technologies were proposed, scientific approaches to the integration of statistical activities with other ministries and departments in the in the context of the digitalization of the economy are expressed.The author concludes that the digital economy changes all spheres of life in modern society, contributes to the formation of a new management paradigm, methods and means based on the strengthening of the role of science as a leading productive force generating more and more new knowledge, leading to new trends in the improvement of managerial processes, solving problems of information compatibility of various software and technological complexes, which, in turn, contributes to the processes of globalization and improvement of the social sphere of the national economy, which are manifested not only in the growth of production indicators, but also in the improvement of the quality of life of the country's population.The article shows that a comprehensive analysis, statistical data on the development of innovative processes in the economy allow us to note that innovations based on the use of the advanced ICT contribute to improving the technical and technological basis of production processes, optimizing management processes, and developing human capital. …”
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Ceramics from the scythian burial ground of Chineta-2 (Altai) by Dashkovskiy Petr K., Stepanova Nadezhda F.

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