Methods and technologies of disposal of poly-chloride biphenyls in transformer oils by V. M. Bel’Kov

“…It is shown that a reliable, environmentally friendly and efficient process does not exist, and, apparently, it is impossible to create a completely environmentally friendly process. …”
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MultiRepPI: a cross-modal feature fusion-based multiple characterization framework for plant peptide-protein interaction prediction by Yu Zhiguo, Li Zixuan, Li Peng

“…This framework provides a reliable tool for efficient prediction of plant PepPIs, while laying a solid foundation for plant biology research and peptide drug development.…”
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Fish Detection in Fishways for Hydropower Stations Using Bidirectional Cross-Scale Feature Fusion by Junming Wang, Yuanfeng Gong, Wupeng Deng, Enshun Lu, Xinyu Hu, Daode Zhang

“…This paper proposes a fish detection model for accurate and efficient fish detection. Firstly, the backbone network integrates FasterNet-Block, C2f, and an efficient multi-scale EMA attention mechanism to address attention dispersion problems during feature extraction, delivering real-time object detection across different scales. …”
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Affecting of Hypervirulent Multidrug Resistant Klebsiella pneumoniae on Public Health by Ali abd kadhum

“…This interest is mostly due to its capability to acquire drug resistance and express hypervirulence. hv-K. pneumoniae is a very efficient biofilm producer and is involved in nosocomial tuberculosis outbreaks as a clinical co-pathogen. …”
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Hybrid Optimization Method for Social Internet of Things Service Provision Based on Community Detection by Bahar Allakaram Tawfeeq, Amir Masoud Rahmani, Abbas Koochari, Nima Jafari Navimipour

“…Addressing these challenges requires efficient optimization methods. Traditional optimization algorithms have strengths and weaknesses. …”
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Fine-Tunned Segment Anything Model (SAM) for Reservoir Extractions Compared With Popular CNNs: An Experiment for Space-Borne Synthetic-Aperture Radar Images by Nguyen Hong Quang, Hanna Lee, Eui-Myoung Kim, Gihong Kim

“…Hence, we fine-tune the SAM model and other popular CNN models of YOLOv8, U-net(ResNet50), and DeepLab(ResNet50, EfficientNet) for lake semantic segmentation using multi-SAR RS datasets of Kompsat-5, ALOS-2, Sentinel-1, and a combination of the three datasets (data link) for model result comparisons. …”
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Detection of Pear Quality Using Hyperspectral Imaging Technology and Machine Learning Analysis by Zishen Zhang, Hong Cheng, Meiyu Chen, Lixin Zhang, Yudou Cheng, Wenjuan Geng, Junfeng Guan

“…This study aimed to explore the application of hyperspectral imaging (HSI) technology, combined with machine learning, for a quality assessment of pears, so as to provide an efficient technical method. Six varieties of pears were used for inspection, including ‘Sucui No.1’, ‘Zaojinxiang’, ‘Huangguan’, ‘Akizuki’, ‘Yali’, and ‘Hongli No.1’. …”
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MiR-145 encapsulated small extracellular vesicles inhibit colorectal cancer progression by downregulating fascin actin-bundling protein 1 expression by Yanxia Chen, Meijuan He, Lei Cui, Jianguo Zhang, Hanpeng Huang, Zhimin Tao

“…Results Our results revealed that the efficient loading of miR-145 into sEVs could be achieved through a dynamic combination of sonication and electroporation. …”
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Depth based: No Reference Stereoscopic Image Quality Assessment by S. Kiruthika, J. Joshan Athanesious, D. Rushma

“…By using haar wavelet transforms, salient features are extracted from both left and right images and the model estimates the quality of the resulting depth by enabling a fast and efficient quality assessment tailored for depth-based applications. …”
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Investigation of the Cyanothece nitrogenase cluster in Synechocystis: a blueprint for engineering nitrogen-fixing photoautotrophs by Deng Liu, Anindita Bandyopadhyay, Michelle Liberton, Himadri B. Pakrasi, Maitrayee Bhattacharyya-Pakrasi

“…We also show that optimal expression of these genes is crucial for efficient nitrogenase activity. Our findings provide a solid foundation for generating synthetic systems that will facilitate solar-powered conversion of atmospheric nitrogen into nitrogen-rich compounds, a stride toward a greener world.IMPORTANCEIntegrating nitrogen fixation genes into various photosynthetic organisms is an exciting strategy for converting atmospheric nitrogen into nitrogen-rich products in a green and energy-efficient way. …”
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Chitosan-Coated Solid Lipid Nano-Encapsulation Improves the Therapeutic Antiairway Inflammation Effect of Berberine against COPD in Cigarette Smoke-Exposed Rats by Hongxiang Liu, Yifan Li, Xiaoying Zhang, Man Shi, Dexu Li, Ying Wang

“…However, the therapeutic efficiency of Ber is restricted by its low aqueous solubility and bioavailability. …”
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An open-source interactive AI framework for assisting automatic literature review in forensic medicine: Focus on brain injury mechanisms. by Ya-Wen Liu, Dong-Hua Zou, He-Wen Dong, Yuan-Yuan Liu, En-Hao Fu, Zhi-Ling Tian, Ning-Guo Liu

“…<h4>Conclusion</h4>ASReview represents a promising tool for forensic medical literature review. Its ability to handle imbalanced datasets and gather goal-oriented information enhances the efficiency and transparency of systematic reviews and meta-analyses in forensic medicine. …”
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Predicting mechanical properties of marble powder concrete using artificial neural networks and blockchain-rock for sustainable construction by Moutaman M. Abbas, Radu Muntean

“…This demonstrates the ANN’s ability to efficiently predict compressive and tensile strength of marble powder concrete, substantially reducing the need for standard long-duration tests. …”
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A multi-objective fuzzy model based on enhanced artificial fish Swarm for multiple RNA sequences alignment by Medhat A. Tawfeek, Ibrahim Alrashdi, Madallah Alruwaili, Gamal Farouk Elhady

“…The proposed EAFSA approach offers various advantages including significantly increased alignment accuracy, preservation of sequence integrity and the ability to search for similar fragments efficiently and quickly while reducing computational costs. …”
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Prediction of Vehicle Interior Wind Noise Based on Shape Features Using the WOA-Xception Model by Yan Ma, Hongwei Yi, Long Ma, Yuwei Deng, Jifeng Wang, Yudong Wu, Yuming Peng

“…In order to confront the challenge of efficiently evaluating interior wind noise levels in passenger vehicles during the early stages of shape design, this paper proposes a methodology for predicting interior wind noise. …”
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Solid-State Materials for Opto-Spintronics: Focus on Ferromagnets and 2D Materials by Ana-Maria Florea (Raduta), Stefan Caramizoiu, Ana-Maria Iordache, Stefan-Marian Iordache, Bogdan Bita

“…By combining opto-spintronics with solid-state systems, spintronic devices could become faster and more efficient, leading to new technological advancements and scalable technologies.…”
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Adomian Decomposition and Variational Iteration Methods in the Context of Partial Differential Equations by Khadeejah James Audu, Lawrence Linus, Yusuph Amuda Yahaya, Sıkırulaı Akande

“…The results obtained from the numerical experiments revealed that ADM proved to be a more efficient and accurate method for solving PDEs than VIM.…”
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Effect of three polychaetes on growth and reproductive performance, biochemical indices and histology of different tissues in the female Pacific white shrimp, Litopenaeus vannamei... by Shuaipeng Li, Hao Liu, Weibin Huang, Shipei Yang, Mingsheng Xie, Menglong Zhou, Baiquan Lu, Biao Li, Beiping Tan, Yuanzhi Yang, Xiaohui Dong

“…The results showed that the MM group outperformed the PA and PN groups in growth indices, with the highest weight gain, specific growth rate, molting rate, protein efficiency ratio, gonadosomatic index, and lower feed conversion ratio compared to the PN group (P < 0.05). …”
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Rosette Trajectory MRI Reconstruction with Vision Transformers by Muhammed Fikret Yalcinbas, Cengizhan Ozturk, Onur Ozyurt, Uzay E. Emir, Ulas Bagci

“…Introduction: An efficient pipeline for rosette trajectory magnetic resonance imaging reconstruction is proposed, combining the inverse Fourier transform with a vision transformer (ViT) network enhanced with a convolutional layer. …”
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A lamination-based piezoelectric insole gait analysis system for massive production for Internet-of-health things by Yanning Dai, Yuedong Xie, Junliang Chen, Shuaibo Kang, Lijun Xu, Shuo Gao

“…Gait analysis has been proved to be a powerful and efficient means for health monitoring. Variety of nervous system diseases and emergencies can be detected by interpreting plantar stress distributions. …”
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