Green functionalization of silver nanoparticles using leaf extract of Cymbopogon citratus and assessment of their biological activities by Tijo Cherian, Khursheed Ali, Javed Musarrat

“…In present study, silver nanoparticles (AgNPs) were produced by employing a “green” biosynthetic method using leaf extract of Cymbopogon citratus (CCLE). …”
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Targeted Magnetic Nanoparticles for Beta-Amyloid Detection by Nelly S. Chmelyuk, Aleksey A. Nikitin, Veronika V. Vadekhina, Vladimir A. Mitkevich, Maxim A. Abakumov

“…However, it is known that magnetic nanoparticles (MNPs) can improve the T2 contrast in MR images of various targets. <b>Methods</b>: We used cubic MNPs, which were produced by thermal decomposition and then it was covalently bonded to a modified fluorescently labeled tetrapeptide, HAEE-Cy5, for visualizing beta-amyloid plaques. …”
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The Impact of a Deep Learning Self-Adaptive Colour Restoration Pipeline for Deep Underwater Images in 3D Reconstruction by M. Vlachos, D. Skarlatos, S. Demesticha

“…This study aims to evaluate the effectiveness of a Feedforward Neural Network-based colour correction method designed to enhance underwater image quality, thereby improving feature matching and subsequent 3D reconstruction processes. …”
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A Comparative Study of Metalepsis in the Novel and Film "The Book Thief" Based on the Model of Julian Hanebeck by Fatemeh Ahmadi, payam Zinalabedini

“…The research method is qualitative with a narrative research approach. …”
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Underwater Image Enhancement Using a Diffusion Model with Adversarial Learning by Xueyan Ding, Xiyu Chen, Yixin Sui, Yafei Wang, Jianxin Zhang

“…The results indicate that our method outperforms several mainstream approaches in terms of both visual quality and quantitative metrics, showcasing its effectiveness in enhancing underwater images.…”
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Research on the homeostatic regulation of ecological fish tanks in human environment by Li Leijing, Li Fei, Li Ye, He Xingxin, Shen Han, Chen Fei, Wang Yongtao

“…In order to investigate the ecological homeostatic regulation of fish tanks under the combination of traditional fish culture and modern filtration systems, this study took a 35cm indoor ecological tank as the research object, conducted a 60-day comparative experiment (the first 30 days of traditional fish culture, and the second 30 days of the introduction of physical-biological filtration), and used the visual indicators such as water sensory, biological survival, and feeding efficiency of the grass carp as the evaluation criteria, and obtained the following conclusions: (1) The traditional method of fish culture is prone to water quality fluctuations in the early stage, and has high requirements for the density of organisms in the tank. (2) The use of filtration system is beneficial to stabilize the water quality and transparency, and enhance the feeding efficiency of the fish, but in the early stage of use, there will be the problem of releasing sedimentary material from the substrate disturbance. (3) The indoor eco-tank needs to balance the natural ecology and artificial regulation. …”
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Shape Penalized Decision Forests for Imbalanced Data Classification by Rahul Goswami, Aindrila Garai, Payel Sadhukhan, Palash Ghosh, Tanujit Chakraborty

“…The proposed approach enhances predictive performance and generalization by leveraging ensemble learning strategies such as bagging and adaptive boosting. We evaluate the method on twenty benchmark tabular imbalanced datasets, spanning diverse sample sizes and imbalance ratios, and demonstrate its superiority over several state-of-the-art data-level and algorithmic-level methods. …”
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Fusing feature consistency across views for multi-view stereo by Rong Zhao, Caiqin Jia, Xindong Guo, Xiaowen Yang, Huiyan Han, Xie Han

“…Compared to other state-of-the-art methods, our method also shows better generalization ability on the ETH3D dataset.…”
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Revolutionizing prostate cancer diagnosis: Unleashing the potential of an optimized deep belief network for accurate Gleason grading in histological images by S. Angel Latha Mary, S. Siva Subramanian, G. Priyanka, T. Vijayakumar, Suganthi Alagumalai

“…However, evaluating these sorts of images is difficult and time-consuming, requiring histopathological image recognition as the most reliable method for treating PC because of its distinct visual characteristics. …”
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Monostable-Type Travelling Wave Solutions of the Diffusive FitzHugh-Nagumo-Type System in 𝐑𝑁 by Chih-Chiang Huang

“…When the diffusion coefficients in the system are equal, we construct travelling wave solutions for the non-local equation by the method of super- and subsolutions developed by Morita and Ninomiya (2008) Moreover, we propose a condition for 𝛾, which is similar to the condition Reinecke and Sweers (1999) used to transform (FHN) into a quasimonotone system.…”
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Dirac Equation in the Presence of Hartmann and Ring-Shaped Oscillator Potentials by Zahra Bakhshi

“…Comparison of Schrödinger-like equation obtained by Dirac equation with the nonrelativistic solvable models is the most efficient method. By this technique, the exact relativistic solutions of Dirac equation for Hartmann and Ring-Shaped Oscillator Potentials are accessible, when the scalar potential is equal to the vector potential. …”
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Impact of training data composition on the generalizability of convolutional neural network aortic cross-section segmentation in four-dimensional magnetic resonance flow imaging by Chiara Manini, Markus Hüllebrand, Lars Walczak, Sarah Nordmeyer, Lina Jarmatz, Titus Kuehne, Heiko Stern, Christian Meierhofer, Andreas Harloff, Jennifer Erley, Sebastian Kelle, Peter Bannas, Ralf Felix Trauzeddel, Jeanette Schulz-Menger, Anja Hennemuth

“…However, the manual or semi-automatic segmentation of aortic vessel boundaries in 4D flow data introduces variability and limits the reproducibility of aortic hemodynamics visualization and quantitative flow-related parameter computation. …”
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Perception-Based H.264/AVC Video Coding for Resource-Constrained and Low-Bit-Rate Applications by Lih-Jen Kau, Chin-Kun Tseng, Ming-Xian Lee

“…By targeting regions most relevant to the human visual system, the proposed method enhances perceptual quality while optimizing resource usage, making it particularly suitable for embedded systems and bandwidth-limited communication channels. …”
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Pour un emboîtement médiatique et méthodologique by Alessandro Rossi

“…The method used here brings together Iconology and Visual Semiotics. …”
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Cancelable finger vein authentication using multidimensional scaling based on deep learning by Mohamed Hammad, Mohammed ElAffendi, Ahmed A. Abd El-Latif

“…We evaluated our system on three publicly available datasets for finger veins using various performance metrics, including accuracy, precision, recall, and equal error rate (EER). The results demonstrated the effectiveness of our method, which achieved high accuracy, low error rates, and strong performance in diversity and irreversibility tests. …”
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Comparison the Effect of Kermanshahi Massage with and without Plastic Masking (Shrink Therapy) on Symptoms of the Trigger Points in the Upper Trapezius Muscle by Kamran Mahlooji, Mahsima Abdoli, Fataneh Hashem-Dabaghian

“… The Kermanshahi method of massaging (KM) has been conducted traditionally by this family for many years. …”
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Midline lumbar fusion using cortical bone trajectory screws. Preliminary report by Mateusz Bielecki, Przemysław Kunert, Marek Prokopienko, Arkadiusz Nowak, Tomasz Czernicki, Andrzej Marchel

“…Introduction : Midline lumbar fusion (MIDLF) using cortical bone trajectory is an alternative method of transpedicular spinal fusion for degenerative disease. …”
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Harnessing self-supervised learning to boost malicious traffic detection with enhanced attention by SUN Jianwen, ZHANG Bin, LI Hongyu, CHANG Heyu

“…The existing deep learning-based malicious traffic detection methods generally suffered from three main problems: labeled sample scarcity, inadequate representation of malicious behavior traffic features, and a high false positive rate due to ineffective integration of behavioral association patterns during detection. …”
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Gingival crevicular glucose estimation and patient’s perception of pain during routine dental examination - a concept based on a novel patented periodontal device by AlQahtani Nabeeh Abdullah, Khader Mohasin Abdul, Javali Mukhatar Ahmed

“…Therefore, correlation of blood glucose between the conventional finger-prick blood glucose (FPBG) and gingival crevicular blood glucose (GCBG) method, along with estimation of patient's pain perception by visual analogue scale (VAS). …”
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ABDviaMSIFAT: Abnormal Crowd Behavior Detection Utilizing a Multi-Source Information Fusion Technique by Ali Ahmad Hamid, S. Amirhassan Monadjemi, Bijan Shoushtarian

“…Our approach exceeds conventional visual and motion-centric methods, enabling a more comprehensive grasp of abnormal behaviors. …”
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