Occupational Noise-Induced Hearing Loss in Cotton mill workers in Baghdad, Iraq by N.A Rouhbakhsh, R Ali Dakhel Al-Mnaseer, Gh Mohamadkhani, F Salmani

“…They underwent pure tone audiometry at 0.5- 8 Khz and completed a questionnaire. Data were processed in SPSS using both descriptive and analytical methods, and the neural network approach was employed to identify key predictors.Results:The rate of Occupational Noise-Induced Hearing Loss (ONIHL) in cotton mill workers was 28.4% with M(SD)= 1.72(0.45) and 95% CI= 1.66, 1.77. …”
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Analysis of Brucellosis Incidence and Molecular-Genetic Characteristics of Brucella Population in the Territory of the Russian Federation by D. G. Ponomarenko, A. A. Khachaturova, D. A. Kovalev, O. N. Skudareva, D. E. Lukashevich, I. V. Zharinova, A. V. Daurova, A. N. Germanova, O. V. Logvinenko, E. L. Rakitina, M. V. Kostyuchenko, I. V. Kuznetsova, N. A. Shapakov, O. V. Bobrysheva, S. V. Pisarenko, E. A. Manin, O. V. Maletskaya, A. N. Kulichenko

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DualCMNet: a lightweight dual-branch network for maize variety identification based on multi-modal feature fusion by Xinhua Bi, Hao Xie, Ziyi Song, Jinge Li, Chang Liu, Xiaozhu Zhou, Helong Yu, Chunguang Bi, Ming Zhao

“…Additionally, existing multimodal methods face high computational complexity, making it difficult to balance accuracy and efficiency.MethodsBased on multi-modal data from 11 maize varieties, this paper presents DualCMNet, a novel dual-branch deep learning framework that utilizes a one-dimensional convolutional neural network (1D-CNN) for hyperspectral data processing and a MobileNetV3 network for spatial feature extraction from images. …”
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Site selection evaluation of transmission lines in desert areas based on wind-sand physics by Moxian Dai, Moxian Dai, Yanbing Wang, Shu Zhu, Hongchao Dun, Hongchao Dun

“…Leveraging global desert distribution data and ECMWF Reanalysis v5 Land(ERA5-Land) wind field data (2001 2020), we quantified 20-year sand drift potential patterns and established a comprehensive scoring system for infrastructure suitability assessment. …”
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Energy Optimal Configuration Strategy of Distributed Photovoltaic Power System for Multi-Level Distribution Network by Yanmin Wang, Hanqing Zhang, Weiqi Zhang, Song Han, Yuzhuo Yang

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A Prototype of Automotive 77 GHz Radar by O. I. Bureneva, I. G. Gorbunov, G. V. Komarov, A. A. Konovalov, M. S. Kupriyanov, Yu. A. Shichkina

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Modern epidemiological features of viral acute intestinal infections in children and adolescents of Sakhalin region by E. Yu. Sapega, L. V. Butakova, O. E. Trotsenko

“…Objective: to identify modern epidemiological features of viral acute intestinal infections in children and adolescents in the Sakhalin Region.Materials and methods. Data on acute intestinal infection incidence obtained from statistical reports of the Rospotrebnadzor during 2021-2023 was compared with long-term average incidence rates calculated over the period before the COVID-19 pandemic (2010-2019) to perform epidemiological analysis. …”
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Engineering the Future: Evaluation of Virtual Reality Across Project Lifecycle Stages by Shimon Fridkin, Sigal Kordova, Ron S. Hirschprung

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Wellcounter: Automated high‐throughput phenotyping for aquatic microinvertebrates by Claus‐Peter Stelzer, Dominique Groffman

“…However, acquiring large quantities of high‐quality image data and processing them efficiently often remain a bottleneck. …”
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The advantages of distance learning technologies: students’ and university lecturers’ views by A. I. Nazarov, O. V. Sergeeva

“…This has confirmed the correctness of the chosen approach to the complex organization of the educational process with the use of e-learning platform, network educational module «Mechanics and Molecular Physics» and point-rating assessment system.On the basis of the results of the responses to the questionnaire and the results of students’ work with a network educational module, designed on the Blackboard e-learning platform, necessary adjustments have been implemented into the educational process and in the proposed means of assessment. …”
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Elbow terrible triad: Advancing current concepts in the treatment of 13 cases by Edgar Barros Prieto, Eduardo Noboa, Carlos Ballesteros, Carlos Peñaherrera, Francisco Endara, Alejandro Barros Castro

“…There was a reduction in complication rates and an improvement in clinical outcomes compared to traditional approaches. …”
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Accurate estimation of permeability reduction resulted from low salinity water flooding in clay-rich sandstones by Xiaojuan Zhang, Muntadher Abed Hussein, Tarak Vora, Anupam Yadav, Asha Rajiv, Aman Shankhyan, Sachin Jaidka, Mehul Manu, Farzona Alimova, Issa Mohammed Kadhim, Zainab Jamal Hamoodah, Fadhil Faez, Ahmad Khalid

“…Methodology of current work, applied to 300 meticulously curated experimental observations, involved rigorous data preprocessing (outlier detection, integrity verification) and k-fold cross-validation to ensure generalizability. …”
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DESIGN OF AN IMPROVED MODEL FOR CARDIOVASCULAR DISEASE DETECTION USING DEEP CANONICAL CORRELATION ANALYSIS AND BIOINSPIRED OPTIMIZATION by Prakash Chandra Sahoo, Binod Kumar Pattanayak, Rajani Kanta Mohanty, Ayasa Kanta Mohanty

“…We will go one step beyond this by using a Genetic Algorithm in combination with the Neuro-evolution of Augmenting Topologies for optimization not only for neural network architecture and hyperparameters but also for going into the process. This bioinspired methodology makes dynamic adjustments in the complexity of a model, substantially reducing error rates. …”
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Testing the Accuracy of Spectral Energy Distribution Modeling Techniques Using the NIHAO-SKIRT-Catalog by Nicholas Faucher, Michael R. Blanton

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Cohort profile: Understanding the influence of early life environments and health and social service system contacts over time and across generations through the Western Australian... by Alex Brown, Sarah E Johnson, Peter Richmond, Peter Azzopardi, Stephen R Zubrick, Melissa O'Donnell, Juli Coffin, Asha C Bowen, Jenny Downs, Elizabeth A Davis, Hayley M Passmore, Heather A D'Antoine, Helen Milroy, Glenn Pearson, Francis Mitrou, Sharynne L Hamilton, Christopher G Brennan-Jones, Stefanie Schurer, Katherine M Conigrave, Matthew M Cooper, Kathryn A Ramsey, Anna Ferrante, Leah Cave, Philip Vlaskovsky, Katrina D Hopkins, Ted Wilkes

“…The study also includes two non-Aboriginal cohorts from WA, linked with the same administrative data sources allowing comparisons of outcomes across cohorts in addition to between-group comparisons within the Aboriginal population.Findings to date Linked data coverage rates are presented for all WAACHS participants. …”
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Advanced intrusion detection technique (AIDT) for secure communication among devices in internet of medical things (IoMT) by M. Ramya, Pradeep Sudhakaran, Yuvaraj Sivagnanam, C. Santhana Krishnan

“…By employing the integrated patient sensing and network traffic datasets, our research achieves a superior accuracy rate of 96.4% in network intrusion detection compared to the competing algorithms. …”
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Digital Twin Used in Real-Time Monitoring of Operations Performed on CNC Technological Equipment by Dinu Daraba, Florina Pop, Catalin Daraba

“…A notable feature of the system is its 1 s average data synchronization rate per machine, managing 150 resources distributed over a 10,000 mp area. …”
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Refining digital security with EfficientNetV2-B2 deepfake detection techniques by G.N. Vivekananda, T.R. Mahesh, Muskan Gupta, Arastu Thakur, Anu Sayal

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Social and Demographic Characteristic of Ulyanovsk Region at the Second Half of 1940-ies: Problem Statement in Domestic Historical Science by O. R. Khasyanov

“…Various theoretical and conceptual approaches allowing to reconstruct demographic processes in the post-war Ulyanovsk region are considered. …”
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The Stochastic Evolution of Financial Asset Prices by Ioannis Paraskevopoulos, Alvaro Santos

“…This paper examines the relationship between dependence and independence alternatives in general stochastic processes and explores the duality between the true (yet unknown) stochastic process and the functional representation that fits the observed data. …”
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