Estimating within-stride metabolic cost from stride-average data using autoencoders and expander networks by Manal Mustafa, Alex C. Dzewaltowski, Alex C. Dzewaltowski, Philippe Malcolm, Keegan J. Moore, Keegan J. Moore

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Self-Reflective Practice, Autoethnography, Storytelling, and Critical Incident Analysis in Exploratory Nursing and Midwifery Research: Facing Social Illnesses and Borderline Person... by Carlo Lazzari, Elda Nikolou-Walker, Liang Liu

“…Materials and Methods: The study was conducted from February 2023 to January 2024. …”
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Digital Footprint as a Source of Big Data in Education by T. M. Shamsutdinova

“…The purpose of this study is to consider the prospects and problems of using big data in education.Materials and methods. The research methods include analysis, systematization and structuring of information in the field of big data application in education, as well as modeling and software implementation of a test model for processing big data by using the Apache Spark framework.Results. …”
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The efficacy and safety of the training process in sumo through autogenic training for professional wrestlers by Yuliya Holenkova, Leonid Vostroknutov, Pavol Bartik

“…The study is aimed at analyzing the effectiveness of autogenic training in the educational and training process among experienced sumo wrestlers. Materials and Methods. The analysis is based on the observation of 10 experienced sumo wrestlers from the "Adrenaline" sports club in Kharkiv, Ukraine. …”
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The effect of lavender inhalation aromatherapy on pain, anxiety and sleep quality in patients following orthopedic surgery: A randomized clinical trial by Tahere Momeni-Ghale Ghasemi, Amir Musarezaie, Shahnaz Alikhah, Amir Hossein Saeidi

“…Methods & Materials: This randomized clinical trial was conducted in 2022 at a trauma center in Isfahan, involving 80 patients undergoing orthopedic surgery. …”
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Investigating the impact of teleworking during the COVID-19 pandemic on work-related musculoskeletal disorders (WMSDs) and psychosocial factors of employees: a review article by Neda Ghasemi, Hosein Fallah, Mohamadhosein Nabian, Morteza Ghasemi, gholamhosein Halvani, Amirmohamad Najafipour

“…The purpose of this study is to investigate the impact of teleworking on musculoskeletal disorders and psychosocial factors in the days of Corona. Materials and Methods: This research was done by a review method. …”
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Approaches used to prevent and reduce the use of restrictive practices on adults with learning disabilities: a realist review by Joy Duxbury, Alina Haines-Delmont, John Baker, Peter Baker, Gary Bourlet, Elaine Craig, James Ridley, Rachel Whyte, Beth Morrison, Michaela Thomson, Anthony Tsang, Tella Lantta

“…In line with realist methods, eight context–mechanism–outcome configurations and an overarching programme theory were used to explain the why and how of preventing and reducing the use of restrictive practices for people with a learning disability. …”
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Characteristics of geological hazard development and disaster-inducing environment of the MS6.2 earthquake in Jishishan, Gansu Province by LU Shiming, WU Zhonghai, HUANG Ting

“…The analysis also includes a detailed spatial distribution study of these factors and how they interact under seismic conditions. This multi-method approach provides a comprehensive understanding of the complex geological environment in Jishishan.   …”
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Evacuation of the population to the Astrakhan district of the Stalingrad region in 1941 – 1942 by S. S. Belousov

“…The chronological framework of the article covers the period from June 22, 1941 to the end of 1942, when the offensive of Soviet troops near Stalingrad began, so the problem of evacuation has lost its relevance.Materials and methods. The research materials are based on the documents of the State Archive of the Astrakhan region. …”
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Spatial Analysis of the Relationship between Ecological Factors and Housing Prices in Tehran by Atefeh Kolyaei, Tahir Prizadi, Habibollah Fasihi

“…This research sought to explore the extent to which the variations in residential property prices in Tehran were influenced by ecological factors. Materials & MethodsThis study examined 8 key components that represented ecological factors: climatic elements (precipitation and temperature), green coverage, number of clean air days, river valleys, fault lines, elevation, and slope. …”
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Social and behavioral risk factors associated with cognitive impairment among the middle-aged and elderly Russian population by A. E. Imaeva, A. V. Kapustina, V. A. Kutsenko, Yu. A. Balanova, S. A. Maksimov, G. A. Muromtseva, M. B. Kotova, N. S. Karamnova, S. E. Evstifeeva, O. A. Litinskaya, M. S. Pokrovskaya, N. A. Imaeva, L. I. Gomanova, Yu. V. Doludin, I. A. Efimova, A. L. Borisova, G. E. Svinin, S. O. Kuzyakina, E. B. Yarovaya, T. V. Repkina, T. O. Gonoshilova, A. V. Kudryavtsev, N. I. Belova, L. L. Shagrov, S. V. Glukhovskaya, I. A. Levina, E. A. Shirshova, E. B. Dorzhieva, E. Z. Urbanova, N. Yu. Borovkova, V. K. Kurashin, A. S. Tokareva, A. S. Ragino, G. I. Simonova, A. D. Khudyakova, V. N. Nikulin, O. R. Aslyamov, O. V. Khokhlova, A. V. Solovyova, A. A. Rodionov, O. V. Kryachkova, Yu. Yu. Shamurova, I. V. Tantsyreva, I. N. Baryshnikova, M. G. Ataev, M. O. Radjabov, M. A. Umetov, L. V. Elgarova, I. A. Khakuasheva, M. M. Isakhanova, E. I. Yamashkina, M. V. Esina, T. A. Kunyaeva, A. M. Nikitina, N. V. Savvina, Yu. E. Spiridonova, E. A. Naumova, A. A. Keskinov, V. S. Yudin, S. M. Yudin, S. A. Shalnova, A. V. Kontsevaya, O. M. Drapkina

“…To assess the associations of social and behavioral risk factors with cognitive impairment in the Russian population aged 55-74 years.Material and methods. This study was conducted as part of the Epidemiology of Cardiovascular Diseases and their Risk Factors in Regions of Russian Federation-3 (ESSE-RF3) study. …”
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ASSESSMENT OF THE HEALTH RISK OF THE POPULATION OF AN INDUSTRIAL CITY DUE TO THE IMPACT OF THE EMISSIONS FROM A METALLURGICAL ENTERPRISE by Вера Викторовна Кислицына, Дмитрий Вячеславович Суржиков, Роман Анатольевич Голиков, Татьяна Георгиевна Корсакова

“…The aim of the research was to assess the risk of public health damage due to the impact of atmospheric emissions from the rolling-mill production of a metallurgical plant. Materials and methods. The volume of maximum allowable emissions of the enterprise was used in the work. …”
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The level of discomfort during the use of different circuits of the mechanical ventilator by Meng-Yi Liu, Pei-Shan Hsu, Chiu-Feng Wu, Yao-Kuang Wu, Mei-Chen Yang, Wen-Lin Su, I-Shiang Tzeng, Chou-Chin Lan

“…This study aimed to compare discomfort associated with ETT, tracheostomy, and NIPPV. Materials and Methods: Forty-nine conscious patients with postextubation NIPPV and eight conscious patients who underwent postextubation tracheotomy were evaluated for discomfort. …”
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European qualifications framework as support structure of national education systems integration by I. M. Alyeksyeyeva

“…Materials and methods. The study was based on the analysis of the bank of normative legal acts of the Verkhovna Rada of Ukraine "Legislation of Ukraine" and international and national acts on the systematization of qualifications. …”
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Results of a non-interventional observational multicenter study of the management of patients with axial psoriatic arthritis in real-life clinical practice (NiSaXPA) by T. V. Korotaeva, E. E. Gubar, E. Yu. Loginova, Y. L. Korsakova, E. A. Vasilenko, I.-D. Yu. Ilyevsky, L. V. Ivanova, E. Yu. Akulinushkina, P. A. Shesternya, O. V. Matveychuk, Yu. Yu. Grabovetskaya, A. A. Barakat, M. A. Korolev, E. V. Zonova, O. A. Georginova, I. V. Kolotilina, I. M. Marusenko, I. B. Vinogradova, O. B. Nesmeyanova, N. E. Grigoriadi, A. V. Petrov, D. G. Krechikova, T. V. Kropotina, S. P. Yakupova, V. I. Mazurov

“…This article presents the results of an interim analysis of data from a non-interventional multicenter observational study on the treatment of patients with axPsA in real-life clinical practice (NiSaXPA) in Russian centers.Objective: to identify patients with axPsA, their characteristics and describe treatment tactics in real-life clinical practice.Material and methods. Patients with PsA who met the inclusion criteria were prospectively followed up during routine visits to a rheumatologist. …”
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Spermatogenesis after extreme hyperthermal, hypothermal and traumatic infl uences and the possibility of its drug correction in the experiment by N. V. Avramenko, O. A. Nikiforov, О. О. Lomeyko

“…It gives both theoretical and practical points of view on the development of methods of prevention and medical correction of disorders of reproductive function.…”
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An Experimental Assessment Using Acoustic Emission Sensors to Effectively Detect Surface Deterioration on Steel Plates by Nikolaos Angelopoulos, Vassilios Kappatos

“…The effectiveness of the AE method in detecting surface degradation in noisy environments can be improved by implementing a filtering methodology. …”
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Hybrid modeling of adsorption process using mass transfer and machine learning techniques for concentration prediction by Jing Lv, Lei Wang

“…Prior to model training, the dataset underwent rigorous preprocessing including outlier removal using the z-score method and normalization. To improve model performance, hyperparameters were optimized using the bio-inspired Barnacles Mating Optimizer (BMO) algorithm. …”
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Effective Scheme of Sequential Application of Electrical Stimulation Courses in Dorsopathies: Comparative Study Results by Tatiana V. Konchugova, Lev G. Agasarov, Tatiana V. Apkhanova, Tatiana V. Marfina, Tatiana P. Miloykovich, Anastasia A. Mukhina

“…MATERIALS AND METHODS. A total of 90 patients under the age of 65 with prolonged exacerbation of lumbosacral dorsopathy were selected for observation. …”
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Professional view of doctors on improving the organization of radiation research for cancer patients by S. Yu. Lomakov

“…To form proposals for improving the organization of the radiology diagnostics service in Oncology. Materials and methods. In 2019, the opinion of radiation diagnostics doctors (n=230) on the availability and quality of radiation studies for cancer patients was studied. …”
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