Improved YOLOv8s-based foreign object detection method for mine conveyor belts by LI Runze, GUO Xingge, YANG Fazhan, ZHAO Peipei, XIE Guolong

“…The efficient inverted residual structure reduced the overall number of model parameters, and a dynamic feature adaptation mechanism was used to strengthen feature robustness in small-object scenarios. …”
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The impact of chronic low back pain and motor control impairment on athletic performance in elite soccer players: a cross-sectional study by C Akkuş, A Demirel

“…These findings suggest elite athletes may develop compensatory adaptations to maintain performance despite neuromuscular impairments. …”
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A Feature-Driven Inception Dilated Network for Infrared Image Super-Resolution Reconstruction by Jiaxin Huang, Huicong Wang, Yuhan Li, Shijian Liu

“…Image super-resolution (SR) algorithms based on deep learning yield good visual performances on visible images. Due to the blurred edges and low contrast of infrared (IR) images, methods transferred directly from visible images to IR images have a poor performance and ignore the demands of downstream detection tasks. …”
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Dairy DigiD: a keypoint-based deep learning system for classifying dairy cattle by physiological and reproductive status by Shubhangi Mahato, Hanqing Bi, Suresh Neethirajan, Suresh Neethirajan

“…In contrast, Detectron2 demonstrated superior adaptability in uncontrolled farm environments, achieving classification accuracies between 93 and 98%. …”
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The Ethics of the Virtual Educational Environment, New Meanings by G. A. Rozhkov, Yu. V. Taratuhina, L. А. Tsyganova

“…Of course, most educational institutions and teachers were forced to quickly adapt the methods and forms of online organization of the educational process. …”
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Sound Localization Training and Induced Brain Plasticity: An fMRI Investigation by Ranjita Kumari, Sukhan Lee, Pradeep Kumar Anand, Jitae Shin

“…Magnetic resonance imaging (MRI) enables to study these changes non-invasively. While visual and motor training have been widely studied, less is known about how auditory training affects brain activity. …”
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Personalization variables in digital mental health interventions for depression and anxiety in adolescents and youth: a scoping review by Vajisha Udayangi Wanniarachchi, Chris Greenhalgh, Adrien Choi, James R. Warren

“…Additionally, we expanded an existing personalization framework, which originally classified personalization into four dimensions (content, order, guidance, and communication) and four mechanisms (user choice, provider choice, rule-based, and machine learning), by incorporating non-therapeutic elements.ResultsThe adapted framework includes therapeutic and non-therapeutic content, order, guidance, therapeutic and non-therapeutic communication, interfaces (customization of non-therapeutic visual or interactive components), and interactivity (personalization of user preferences), while retaining the original mechanisms. …”
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Multi-Scale Differentiated Network with Spatial–Spectral Co-Operative Attention for Hyperspectral Image Denoising by Xueli Chang, Xiaodong Wang, Xiaoyu Huang, Meng Yan, Luxiao Cheng

“…However, existing methods suffer from limitations in effectively integrating multi-scale features and adaptively modeling complex noise distributions, making it difficult to construct effective spatial–spectral joint representations. …”
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Learn by distance: advice for choosing an effective and inclusive e- Learning platform by Dario Ianes, Leonardo Venturoso

“…However, these technologies were often completely new to users and their parents, who had to quickly adapt to the situation by learning how to handle them, not always in the most efficient way. …”
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Versatile waste sorting in small batch and flexible manufacturing industries using deep learning techniques by Arso M. Vukicevic, Milos Petrovic, Nebojsa Jurisevic, Marko Djapan, Nikola Knezevic, Aleksandar Novakovic, Kosta Jovanovic

“…The proposed two-step procedure for generic versatile visual waste sorting is based on the SAM architectures (original SAM, FastSAM, MobileSAMv2, and EfficientSAM) for waste object extraction from raw images, and the use of classification architecture (MobileNetV2, VGG19, Dense-Net, Squeeze-Net, ResNet, and Inception-v3) for accurate waste sorting. …”
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Pedagogical discourse on educational management in wartime: The Ukrainian case by Stanisława Nazaruk, Olena Budnyk, Tamara Tkachuk, Kateryna Fomin, Barbara Sokołowska, Marzena Ruszkowska

“…The findings were organized into tables and visualized in graphs. Process of argumentation: Since the onset of the Russian invasion of Ukraine, a significant number of families with children have been displaced from the eastern and southern regions to the west. …”
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Implementation challenges of telerobotics in the infectious disease department in Iran: An integrated methodological approach by Farkhondeh Asadi, Mahrokh Anvari, Nahid Ramezan Ghorbani, Azam Sabahi

“…Acknowledging these challenges, policymakers can develop appropriate strategies to lay a foundation and adapt telerobotics for successful implementation on both large and local scales.…”
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Adversarial Dual-Distortion Image Rectification: Integrating Multi-Scale Discriminators and Central Self-Attention Modules by Jingfeng Luo, Chengwan You, Bochuan Zheng

“…To overcome this, we innovatively designed a central self-attention module adapted to fisheye imaging characteristics. This module dynamically enhances geometric feature extraction in the central region of distorted images, effectively suppressing distortion diffusion effects in peripheral areas. …”
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A lightweight and explainable CNN model for empowering plant disease diagnosis by Chiranjit Pal, Swastik Karmakar, Imon Mukherjee, Partha Pratim Chakrabarti

“…These techniques provide visual insights into the neural regions influencing the predictions. …”
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FEATURES OF COMPREHENSIVE REHABILITATION OF WAR VETERANS by Olga V. Puchyna, Lenina V. Zadorozhna-Knyagnitska, Olha A. Cherepiekhina, Maryna M. Netreba, Alexander M. Gershanov

“…A set of psychodiagnostic methods was used to assess the condition of 60 war veterans: the International Traumatic Events Questionnaire (ITQ); Four-Dimensional Symptom Questionnaire (4DSQ); Visual Analogue Scale (VAS). The study was conducted in the format of a longitudinal (prospective) study with a formative experiment. …”
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Short-Term Effects of Overnight Orthokeratology on Corneal Sensitivity in Chinese Children and Adolescents by Wanqing Jin, Jiangping Ye, Jiafan Zhang, Yu Zhu, Frank Thorn, Ningning Liu, Ruzhi Deng

“…A 3-month period OK treatment causes a reduction in central corneal sensitivity in Chinese children and adolescents but with a final recovery to the baseline level, which might be because neuronal adaptation occurred earlier in children and adolescents than in adults.…”
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Multi scale supervised entropy weighted binary pattern for texture classification by Xiaochun Xu, Bin Li

“…Abstract Texture is a crucial visual and sensory attribute in understanding the world. …”
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Effect of Vibro-Tactile Stimulation Sequence and Support Surface Inclination on Gait and Balance Measures by Christopher P. Engsberg, Nathaniel H. Hunt, Steven Barlow, Mukul Mukherjee

“…<b>Methods</b>: Subjects walked at a level angle and 5.0 and 8.0 degrees of incline and with low visual conditions to increase reliance on tactile sensations from the feet. …”
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The traditional territorial structure of Andoma parish in Olonets uyezd in the first half of the 18th century by Evgeniia Suslova

“…The reconstruction of the grid of all mentioned in the sources villages were used for visualizing the groups of villages, inhabitants of which belonged to different parts of the parish. …”
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Eye and head movements while looking at rotated scenes in VR. by Nicola C. Anderson, Walter F. Bischof

“…We discuss our results in terms of models of visual exploratory behavior in panoramic scenes, both in virtual and real environments.…”
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