Brain tumor classification using GAN-augmented data with autoencoders and Swin Transformers by Abdullah Almuhaimeed, Anas Bilal, Abdulkareem Alzahrani, Malek Alrashidi, Mansoor Alghamdi, Raheem Sarwar

“…IntroductionBrain tumor classification remains one of the most challenging tasks in medical image analysis, with diagnostic errors potentially leading to severe consequences. …”
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Pituitary Macroadenoma in a Girl with Male Karyotype: A Rare Case Study by Fatinah Shahab, Tania Tedjo Minuljo, Calvin Layuk Allo, Dody Priambada, Mahayu Dewi Ariani, Sultana Faradz

“…The brain magnetic resonance imaging (MRI) demonstrated a pituitary adenoma, and cytogenetic analysis showed 46,XY karyotype. …”
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System of phraseological means of implementing the symbolic meanings of the somatonym «hand» in the Russian language by A. B. Ivanova

“…As a result of the analysis, it turned out that the studied layer of Russian phraseology has a complex systemic organization: within each group of the considered linguistic means, a ramified system of semantic oppositions was discovered and described, as well as additional components of meanings. …”
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Star-YOLO: A Lightweight Real-Time Wheat Grain Detection Model for Embedded Deployment by Zhihang Qu, Xiao Liang, Sicheng Liang, Xiumei Guo

“…The Star-YOLO model markedly enhances both the accuracy and efficiency of wheat grain detection while underscoring the potential of deep learning in agricultural image analysis and smart wheat industry advancements.…”
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Modern Deep Learning Techniques for Big Medical Data Processing in Cloud by Mohammed Y. Shakor, Mustafa Ibrahim Khaleel

“…The recent advancements in Machine Learning (ML) and Deep Learning (DL) provide a new dimension in biomedical big data analysis, while the cloud computing technologies present the breakthroughs of handling massive data from hardware, software, and storage. …”
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Concavity in the mirrors of the mind Psychological study of the novel “Notebooks of the Bookseller” by Jalal Barjas by Haidar Mahallati

“…And this study tries to analyze the psychology of the hero, who represents the segment of the educated young man who is disappointed in his subjective introversions and false visions in the imagination, which is a living image that cannot be missed in the complexes of the third world, which is under the pressure of modernity, subordination and cultural dissociation. …”
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Sociocultural activities of wartime library within the context of the Ukrainian sociohumanitarian science priorities by Vasylenko Olha, Sereda Tetiana

“…The article employs general scientific (analysis, synthesis and generalization) and special methods (comparative, structural and component) based on the principles of the complexity, historicism and objectivity. …”
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Design and implementation of quantum hippo inspired convolutional neural networks using parametric quantum circuits for an efficient lung cancer classification by S. Radhika, G. Sharada

“…The proposed learning framework consists of four components namely Data collection & Data pre-processing, Classical Hippo Optimized Convolutional Neural networks, and Quantum based model using parametric quantum circuits (PQC), Evaluation and Analysis. The extensive experimentation carried out using LIDC-IDRI Lung cancer datasets which consists of original 1018 CT Lung Images and various learning capability tests was performed, which is then compared with the other learning framework. …”
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Simulated Annealing-Based Hyperparameter Optimization of a Convolutional Neural Network for MRI Brain Tumor Classification by Sofia El Amoury, Youssef Smili, Youssef Fakhri

“…Brain tumor classification poses significant challenges in medical imaging, largely due to the heterogeneity and structural complexity of tumors. …”
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Transformer Fault Diagnosis Based on Knowledge Distillation and Residual Convolutional Neural Networks by Haikun Shang, Yanlei Wei, Shen Zhang

“…Dissolved Gas Analysis (DGA) of transformer oil is a critical technique for transformer fault diagnosis that involves analyzing the concentration of gases to detect potential transformer faults in a timely manner. …”
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Artificial Intelligence: the dichotomy of technology development by G. A. Shcherbakov

“…The study reveals the dual nature of further improvement of artificial intelligence systems, which offers broad prospects of application in various spheres of human activity, but can simultaneously generate risks due to the uncontrolled introduction of these technologies into the public space.Conclusions and Relevance:the development of intellectual technologies in the current period has a steady tendency towards increasing complexity of the tasks to be solved and increasing autonomy of artificial intelligence, provided by increasing its computational capabilities, which in a number of parameters (image classification, text content) exceed the capabilities of the human mind. …”
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Efficient workflow scheduling using an improved multi-objective memetic algorithm in cloud-edge-end collaborative framework by Guangzhang Cui, Wei Zhang, Weiwei Xu, Hujun Bao

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Fast and accurate obstacle detection based on stereo vision and deep learning by S. Badrloo, S. Badrloo

“…However, despite their accuracy, stereo methods are often criticized for their high computational complexity and processing inefficiency, which can limit their practicality in high-speed robotic applications. …”
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Gamer's Facial Cloning for Online Interactive Games by Abdul Sattar, Nicolas Stoiber, Renaud Seguier, Gaspard Breton

“…For an improved facial analysis system, we propose to acquire the facial images from multiple cameras and analyze them by multiobjective 2.5D Active Appearance Model (MOAAM). …”
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Precision Target Spraying System Integrated with Remote Deep Learning Recognition Model for Cabbage Plant Centers by ZHANG Hui, HU Jun, SHI Hang, LIU Changxi, WU Miao

“…The system was allowed to process complex tasks in real time directly in the field. …”
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Unraveling mitotic protein networks by 3D multiplexed epitope drug screening by Lorenz J Maier, Stefan M Kallenberger, Katharina Jechow, Marcel Waschow, Roland Eils, Christian Conrad

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Photos by Eugène Atget as expression of objectivity of architecture: Hôtel de Beauvais by S. P.  Khokhlova

“…Atget achieves this effect with the help of complex angles, naturalness of visual coverage, and seriality of photographs. …”
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Enhancing Fault Detection and Classification in Wind Farm Power Generation Using Convolutional Neural Networks (CNN) by Leveraging LVRT Embedded in Numerical Relays by Tarek Kandil, Adam Harris, Remon Das

“…These images were fed to a neural network. To validate the model, a detailed analysis was performed, comparing different combinations of classifiers and optimizers. …”
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Functional-Semantic Potential of Verbal Collocations of Memory in Russian Media: Corpus Study by M. V. Milovanova, E. V. Terentyeva

“…According to the results of complex analysis the conclusions are made about the functional-semantic potential of the verbal collocations of memory in contemporary Russian journalism. …”
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Polarimetric Calibration for Ground-based Synthetic Aperture Radar based on Point Target Approach by NURUL CHASANAH, DADANG GUNAWAN, FAROHAJI KURNIAWAN, AGUS WIYONO, JEFRI ABNER, BAMBANG SETIADI

“…This study provides the preprocessing procedures and calibration method required for obtaining highquality calibrated polarimetric single-look complex imagery. The technique of converting GB SAR data into single-look complex images is examined. …”
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