THEORETICAL ANALYSIS OF THE –ESSENCE OF PROFESSIONAL TRAINING OF FUTURE SPECIALISTS IN ANIMATION DESIGN by Dai Zhen

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A Bayesian Hierarchical Approach to Quasi-Replicate Dataset Modelling by Hassan M. Aljohani, Robert G. Aykroyd

“…For example, there may be some parameters which are expected to be equal, some which can be ordered, and others which follow more complex relationships. The proposed modelling approach is motivated by and illustrated using a collection of 18 autoradiography line-source experiments, which are then used to determine details of a blur function used in the analysis of electron microscope autoradiography images. …”
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Machine Learning Approaches in High Myopia: Systematic Review and Meta-Analysis by Huiyi Zuo, Baoyu Huang, Jian He, Liying Fang, Minli Huang

“…ML models appear to demonstrate promising accuracy in the diagnosis of complex diseases, as well as in predicting disease progression and prognosis. …”
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Locality preserving partial least squares discriminant analysis for face recognition by Muhammad Aminu, Noor Atinah Ahmad

“…We evaluate the performance of our proposed method on several benchmarked face databases which offer different levels of complexity in terms of sample size as well as image acquisition conditions. …”
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Classification of traffic accidents’ factors using TrafficRiskClassifier by Wei Sun, Lili Nurliyana Abdullah, Fatimah binti Khalid, Puteri Suhaiza binti Sulaiman

“…The TrafficRiskClassifier model proposed in this study adopts an innovative approach integrating migration learning, image classification, and self-supervised learning, with the goal of significantly enhancing the accuracy and efficiency of traffic accident risk analysis. …”
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Exploring CycleGAN Technique for Improved Plant Disease Detection and Analysis by Ouyang Luyi

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Influence of Mixed Acids on Coal Fractal Characteristics and Permeability by Jiafeng Fan, Feng Cai, Qian Zhang

“…Meanwhile, a static splitting test and digital image analysis showed that the fracture evolution pattern of the treated coal samples changed from a centralized strain extension of the original coal to a discrete distribution, peak stress and strain were significantly reduced, and permeability was significantly increased. …”
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The causal role of beta band desynchronization: Individualized high-definition transcranial alternating current stimulation improves bimanual motor control by Sybren Van Hoornweder, Diego Andres Blanco Mora, Marten Nuyts, Koen Cuypers, Stefanie Verstraelen, Raf Meesen

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Artificial Intelligence in Medicine: Transforming The Future of Healthcare by Tashfeen Alam Jan, Shumaila Naz

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A value-oriented creative approach to a future science teacher training at the present stage by Aksinya Egorovna Egorova, Marina Petrovna Andreeva

“…Preparing students for teaching is a rather complex and difficult process, it is associated with many reasons, such as the unattractiveness (non-prestige) of a teacher’s profession for school graduates, the lack of competition for admission, the poor school preparation of first-year students, etc. …”
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Study on construction method of three-dimensional numerical model of coal with fracture structure by Zixin ZHANG, Yang YU, Jiandong YU, Zengjie NIU, Ding LANG, Yao ZHANG

“…The threshold segmentation of coal sample slices is carried out by using the combined methods of CT scanning, rock mechanics experiment, image processing technology and RFPA3D-CT to extract the three-dimensional fracture structure of coal sample, establish a three-dimensional numerical model that is basically consistent with the internal fracture structure and mechanical properties of the studied coal sample, and embed RFPA3D-CT for uniaxial loading numerical simulation analysis. …”
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A Software-Defined Sensor System Using Semantic Segmentation for Monitoring Remaining Intravenous Fluids by Hasik Sunwoo, Seungwoo Lee, Woojin Paik

“…Traditional monitoring methods often depend on dedicated hardware, such as weight sensors or optical systems, which can be costly, complex, and challenging to scale across diverse clinical settings. …”
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Implementation of automation tools for test analysis in the Radiotherapy Quality Assurance Programs by João Guilherme Rivera Santiago, Laura Furnari, Marcus Vinicius Saad de Paula Rodrigues, Victor Augusto Bertotti Ribeiro

“…Each tool has unique features and specific considerations, highlighted throughout the study based on evaluating Picket Fence, Star Shot, Winston-Lutz tests, field analysis, and Cone Beam Computed Tomography image quality. …”
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LEAF HAIRINESS IN POTATO Solanum tuberosum: MORPHOLOGY, FUNCTION AND METHODS OF ANALYSIS by A. V. Doroshkov, D. A. Afonnikov

“…In the final section, the review describes the methods ofphenotyping trichomes, based on the visual analysis of microscopic images (obtained both with optical and electron microscopes). …”
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From Voxels to Viruses: Using Deep Learning and Crowdsourcing to Understand a Virus Factory by Avery Pennington, Oliver N. F. King, Win Min Tun, Mark Boyce, Geoff Sutton, David I. Stuart, Mark Basham, Michele C. Darrow

“…Many bioimaging research projects require objects of interest to be identified, located, and then traced to allow quantitative measurement. Depending on the complexity of the system and imaging, instance segmentation is often done manually, and automated approaches still require weeks to months of an individual’s time to acquire the necessary training data for AI models. …”
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American graphic Novel: Multimodality and Identity by M. A. Dubovitskaya

“…The expediency of using critical discourse analysis to understand verbal and non-verbal connections, visual images and communications, as well as text and context is substantiated. …”
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Mapping the human phosphatome on growth pathways by Francesca Sacco, Pier Federico Gherardini, Serena Paoluzi, Julio Saez‐Rodriguez, Manuela Helmer‐Citterich, Antonella Ragnini‐Wilson, Luisa Castagnoli, Gianni Cesareni

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Considerations Regarding Approach Methods in Strategic Analysis of Rural Space Development by Nicolae Concioiu

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Gesture-controlled omnidirectional autonomous vehicle: A web-based approach for gesture recognition by Huma Zia, Bara Fteiha, Maha Abdulnasser, Tafleh Saleh, Fatima Suliemn, Kawther Alagha, Jawad Yousaf, Mohammed Ghazal

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Entropy-Inspired Aperture Optimization in Fourier Optics by Marcos Miotti, Daniel Varela Magalhães

“…With that analysis, we have also been able to investigate how the imperfections in an object affect the entropy during its imaging. …”
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