Data-driven cultural background fusion for environmental art image classification: Technical support of the dual Kernel squeeze and excitation network. by Chenchen Liu, Haoyue Guo

“…Finally, the Dropout technology randomly discards the feature maps before and after global average pooling to prevent overfitting and improve the model's generalization ability. On this basis, the Rectified Linear Unit activation function and depthwise convolution are introduced after the second layer convolution, and batch normalization is performed to improve the efficiency and robustness of feature extraction. …”
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IN VITRO STIMULATION OF ANTITUMOR CYTOTOXIC ACTIVITY OF MONONUCLEAR CELLS FROM COLORECTAL CANCER PATIENTS by V. V. Kurilin, Yu. N. Khantakova, I. A. Obleukhova, Yu. A. Shevchenko, E. V. Kulikova, V. K. Yakushenko, A. V. Sokolov, S. V. Sennikov

“…In present study, we investigated the in vitro ability of autologous dendritic cells loaded with tumor lysate antigens to stimulate cytotoxic and secretory activity of effector cells from patients with colorectal cancer. …”
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Advanced retinal disease detection from OCT images using a hybrid squeeze and excitation enhanced model. by Gülcan Gencer, Kerem Gencer

“…Additionally, SE blocks increase the representational ability of the network by adaptively recalibrating per-channel feature responses.…”
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Impact of Nutritional Methods On Physical Performance Parameters by Katarzyna Szafrańska, Kinga Dominiczak, Szymon Niemirka, Aleksandra Janiak, Łukasz Grądalski, Adrianna Kopaczyńska, Filip Dębicki

“…The high-protein diet is especially recommended for strength and endurance athletes due to its ability to support anabolic processes and facilitate the repair of micro-muscular damage. …”
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Development of an Automated Management System for Agricultural Technologies in Horticulture by D. O. Khort, A. I. Kutyrev, I. G. Smirnov, I. V. Voronkov

“…(Research purpose) To develop and substantiate the parameters of an automated management system for agricultural technologies in horticulture with the ability to conduct land inspections using a mobile application. …”
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Research on Prediction and Optimization of Airport Express Passenger Flow Based on Fusion Intelligence Network Model by Jin He, Yinzhen Li, Yuhong Chao

“…Firstly, by using the powerful feature extraction ability of convolutional neural networks, local features and detail information are captured from the input data to improve the data representation ability. …”
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Hydrogels as advanced drug delivery platforms for cancer immunotherapy: promising innovations and future outlook by Vahideh Mohammadzadeh, Hoda Atapour-Mashhad, Sedigheh Shahvali, Bahardokht Salehi, Mina Shaban, Maryam Shirzad, Afsaneh Salahvarzi, Marzieh Mohammadi

“…Due to their biocompatibility, self-healing ability, and stable localized drug delivery to the tumor niche, hydrogels are regarded as potent delivery platforms. …”
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Subsampling Algorithms for Irregularly Spaced Autoregressive Models by Jiaqi Liu, Ziyang Wang, HaiYing Wang, Nalini Ravishanker

“…The effectiveness of these methods depends on their ability to identify and select data points that improve the estimation efficiency according to some optimality criteria. …”
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A Light-Weight Grasping Pose Estimation Method for Mobile Robotic Arms Based on Depthwise Separable Convolution by Jianguo Duan, Chuyan Ye, Qin Wang, Qinglei Zhang

“…Attention mechanisms and soft thresholding are employed to improve the arm’s ability to filter out interference, while parallel convolutions enhance computational efficiency. …”
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Adaptive Wireless Image Transmission Transformer Architecture for Image Transmission and Reconstruction by Hongcheng Li, Geming Xia, Chaodong Yu, Yuze Zhang, Hongfeng Li

“…The advancement of 6G (6th Generation Mobile Networks) communication technology has posed challenges for traditional communication network architectures in meeting the demands for communication efficiency and quality. Semantic communication technology, characterized by its “understand before transmit” approach, has emerged as a pivotal technology driving the progress of 6G due to its ability to enhance communication efficiency and quality. …”
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Synthesis of Titania nanowires doped with Cd on the based Polycalix[4]resorcinarene for photocatalytic oxidation of aromatic alcohols under LED irradiation by Asiyeh Sheikhzadeh Takabi, Arash Mouradzadegun

“…The introduction of the TiO2NWs-Cd on the surface of Polycalix[4]resorcinarene can improve the absorption ability in the visible region and the separation efficiency of charge carriers during photocatalytic oxidation. …”
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Recent applications, future perspectives, and limitations of the CRISPR-Cas system by Sun-Ji Park, Ga Eun Lee, Soo Min Cho, Eui-Hwan Choi

“…The CRISPR-Cas system has transformed our ability to edit and modify genomes in eukaryotic cells, offering unmatched precision and broad applicability. …”
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LAMARS: Large Language Model-Based Anticipation Mechanism Acceleration in Real-Time Robotic Systems by Yifang Gao, Wei Luo, Xuye Wang, Shunshun Zhang, Patrick Goh

“…Large language models (LLMs) have assumed an increasingly crucial role in robotic systems because of their ability to leverage the extensive knowledge they possess in robotic inference and task handling. …”
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Asteroids Exploration Trajectory Optimal Design with Differential Evolution Based on Mixed Coding by Maocai Wang, Zhiming Song, Guangming Dai, Lei Peng, Chang Zheng

“…The algorithm can make full use of the characteristics of the high efficiency and global optimization ability of differential evolution and can also avoid the problem of high complexity of the branch-and-bound algorithm and the problem of nonglobal optimal solution of the greedy algorithm. …”
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ANFIS-Controlled Boost and Bidirectional Buck-Boost DC-DC Converters for Solar PV, Fuel Cell, and BESS-Based Microgrid Application by Dessalegn Bitew Aeggegn, George Nyauma Nyakoe, Cyrus Wekesa

“…However, conventional DC-DC converters have limitations including lower efficiency, voltage ripple, insufficient voltage regulation, and compatibility issues. …”
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A YOLO-Based Method for Head Detection in Complex Scenes by Ming Xie, Xiaobing Yang, Boxu Li, Yingjie Fan

“…These modules are characterized by high detection efficiency and high accuracy. They significantly improve the model’s multi-scale detection capabilities, thus enhancing the detection ability of the system. …”
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EXPERIMENTAL INVESTIGATION OF THE PERFORMANCE OF VORTEX TUBE SYSTEM USED FOR CONTROL PANELS COOLING by Hussein Sultan, Khalid Saleem, Ammar Ojimi, Lioua Kolsi

“…This paper presents a novel strategy to improve cooling efficiency in industrial settings by investigating the creative use of a vortex tube for panel cooling. …”
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Enhancing transferability of machine learning-based polarizability models in condensed-phase systems via atomic polarizability constraint by Mandi Fang, Yinqiao Zhang, Zheyong Fan, Daquan Tan, Xiaoyong Cao, Chunlei Wei, Nan Xu, Yi He

“…Atomic polarizabilities derived from semi-empirical QM calculations were integrated as training constraints for its balance of computational efficiency and physical interpretability. The constrained TNEP model demonstrated improved accuracy in predicting molecular polarizabilities for larger clusters and condensed-phase systems, attributed to the model’s refined ability to properly partition molecular polarizabilities into atomic contributions across systems with diverse configurational features. …”
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Modification of human monocytes and macrophages by magnetic nanoparticles in vitro for cell-based delivery by N. A. Perekucha, P. A. Smolina, A. M. Demin, V. P. Krasnov, A. G. Pershina

“…The RAW264.7 cells modified with nanoparticles showed no change in migration activity. The efficiency of the nanoparticle uptake by  macrophages was ˃50 pkg (Fe)/cell.Conclusion. …”
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A Hybrid Method to Solve the Multi-UAV Dynamic Task Assignment Problem by Shahad Alqefari, Mohamed El Bachir Menai

“…Additionally, the results highlight the scalability of the solution in handling large-scale problems and demonstrate its ability to efficiently manage a growing number of UAVs and tasks. …”
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