IW Extraction From SAR Images Based on Generative Networks With Small Datasets by B. Saheya, Xia Ren, Maoguo Gong, Xiaofeng Li

“…Most existing deep-learning-based internal wave extraction models rely heavily on large training datasets. …”
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Extracting Vehicle Trajectories Using Unmanned Aerial Vehicles in Congested Traffic Conditions by Eui-Jin Kim, Ho-Chul Park, Seung-Woo Ham, Seung-Young Kho, Dong-Kyu Kim

“…Unmanned aerial vehicles (UAVs), with incorporating machine learning and image processing, can mitigate these difficulties by their ability to hover above the traffic. However, research is lacking regarding the extraction and evaluation of vehicle trajectories in congested traffic. …”
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Estimation of antioxidant and hypolipidemic activities of extracts of Citrus x aurantium leaves in vitro by Loulia Al Hawat, Loai Alallan

“…The antioxidant activity of various concentrations of extracts was estimated by measurement of the ability of each extract to scavenge 1,1-diphenyl-2-picrylhydrazyl (DPPH) free radical. …”
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Using Information Extraction to Normalize the Training Data for Automatic Radiology Report Generation by Yuxiang Liao, Haishan Xiang, Hantao Liu, Irena Spasic

“…Using the annotated data, we trained the model for automatically converting information from a narrative radiology report into the structured representation, which achieved a micro-F1 of 96.6% and 96.1% on named entity recognition, 94.0% and 89.8% on entity attribute recognition, and 89.5% and 86.6% on relation extraction, on the MIMIC-CXR and CheXpert test sets, respectively. …”
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Structural, Physicochemical, and Functional Properties of Dietary Fiber Extracts from Euryale ferox by Meng YUAN, Xiaoqian LIU, Hao ZHANG, Xinyi HE, Jiangtao LIN, Qinghua YUE

“…This study focused on the soluble and insoluble dietary fibers extracted from Euryale ferox, and compared them with wheat dietary fiber, aiming to comprehensively analyze the structure, physicochemical properties, and functional characteristics of Euryale ferox dietary fiber. …”
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Microalgae to Biofuel: Cutting‐Edge Harvesting and Extraction Methods for Sustainable Energy Solution by Abu Saleh Ahmed, Alamry Ali, Emre Gorgun, M. Jameel, Tasmina Khandaker, Md. Shaharul Islam, Md. Saiful Islam, Masuk Abdullah

“…Microalgae provide a sustainable alternative for biofuel production, offering high growth rates, significant oil yields and productivity, nontoxic nature, higher photosynthesis efficiencies, and the ability to thrive on nonarable land. Chlorella vulgaris and Scenedesmus dimorphus strains were chosen for this study to develop effective harvesting and oil extraction methods for sustainable energy. …”
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Advanced ECG feature extraction and SVM classification for predicting defibrillation success in OHCA by Haqi Zhang, Haqi Zhang, Xiaotian Pan, Xiaotian Pan, Shan Zhou, Weiwei Zhang, Jing Chen, Limin Pan

“…Future research aims to expand the dataset, refine feature extraction techniques, and explore additional machine learning models to further enhance prediction accuracy. …”
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Supercritical CO2 extraction of lignite humic acid and its synergistic mechanism by Yuping FAN, Wei JIN, Xiaomin MA, Yuanpeng FU, Xianshu DONG, Benkang ZHU

“…Its strong dissolution and extraction ability can change the morphology and pore structure of coal samples. …”
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Anti-Inflammatory and Regenerative Properties of Herbal Extracts: Wound Management in Equine Models by Gustavo Fehrenbach, Katie Shiels, Mariana Juca Silva, Jessica Walshe, Lena Madden, Ian Major, Niall Burke, Tim Yeomans, Emanuele Rezoagli, Emma Murphy

“…The herbal extracts reduced IL-8 levels and increased phagocytic activity in macrophages, indicating an ability to modulate inflammatory responses. …”
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Accurate extraction of ocean tidal constituents from coastal satellite altimeter records by Yanguang Fu, Panlong Wang, Fukai Peng, Yikai Feng, Mehdi Khaki, Xiaolong Mi

“…Extracting tidal constituents in coastal regions remains a major challenge due to complex bathymetry, nonlinear shallow-water effects, and land contamination in satellite altimetry measurements. …”
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The use of Curcuma longa extract to control Edwardsiella tarda infection on Clarias sp. by Dinamella Wahjuningrum, Muharram Nur Ikhsan, , Sukenda, Yan Evan

“…Briefly, the objective was achieved through in vitro assay based on inhibition ability of extraction method against E. tarda, while the following objective was obtained through in vivo assay based on their survival during challenge test either as preventive or curative measurement. …”
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A Novel Method for Extracting Glucomannan Using an Aqueous Two-Phase System by Enny Sholichah, Bambang Purwono, Agnes Murdiati, Akhmad Syoufian, Nok Afifah, Achmat Sarifudin

“…The tuber of Amorphophallus muelleri Blume is called porang in Indonesia. Ethanol extraction is commonly used to extract glucomannan from porang flour; however, the method has some limitations. …”
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Optimization on alkaline and enzymatic extraction of tea flower protein and its functional properties by HOU Ling, SHEN Xian, CHEN Lin, KIM Eunhye, WU Yuanyuan, TU Youying

“…Besides, the protein from alkaline and enzymatic extractions had good abilities on scavenging 1, 1-dipheny-2-picryhydrazyl (DPPH) free radical with the rate of 50.79% and 56.04% respectively, suggesting ant-i oxidative function of the tea flower protein.In sum, the present work provides optimization methods on the extraction of tea flower protein. …”
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Chemical composition and antioxidant activity of Noni leaf by ZHANG Wei-min, FU Wen-ying, LI Nan, LI Cong-fa, ZHANG Hai-de

“…All the five extracts had antioxidant activities, whose antioxidant abilities increased with increasing their concentrations, and they had different free radical scavenging activity at the different free radical systems.…”
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Mycotoxins as antinutritional factors: occurrence, impacts and management by Alexandra C. Weaver

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Optimization of Chitosan-PEG/ZnO Hydrogel Formulation with Pomegranate Peel Extract as an Alternative for Wound Healing by Niamul Faza Assauqi, Retno Ariadi Lusiana, Nanang Masruchin

“…A chitosan-zinc oxide (ZnO)/poly(ethylene glycol) (PEG)/pomegranate peel extract (PE) based hydrogel has been developed as a potential material to accelerate the wound healing process by controlling the drug release mechanism. …”
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Chitosan nanoparticles-encapsulated cannabis extracts and their antimicrobial potential against skin pathogens by Tomáš Skala, Jordi Ventura, Ángela Morellá-Aucejo, Ángela Morellá-Aucejo, Ángela Morellá-Aucejo, Adéla Fraňková, Antoni Llopis-Lorente, Antoni Llopis-Lorente, Andrea Bernardos, Andrea Bernardos, Andrea Bernardos, Jan Tauchen, Zdeňka Kahánková, Vít Hubka, Pavel Klouček

“…Most significant antimicrobial effect was observed against the fungi Nannizzia fulva CCF 6025, where the MIC80 of the pure extract from Jonas 1 variety was 256 μg/mL while the encapsulated extract in chitosan nanoparticles (1:10 w/w extract:chitosan ratio) inhibited growth at a concentration of 256 μg/mL of nanoparticles (corresponding to 13.05 ± 0.13 μg/mL of extract). …”
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Physical Properties and Microbial Effect of Zinc Oxide NPs Rapid Biosynthesis by Microwave Irradiation by Amenah Isam Al-shammari, Zainab J. Shanan

“… This study used the green method to synthesise zinc oxide nanoparticles by microwave irradiation, using plant extracts of tea, coffee, and rosemary separately and Zn(NO₃)₂.6H₂O; this method is considered eco-friendly, rapid, and cost-effective. …”
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Antidiabetic activity of herbal green tea extract from white mangrove (Avicennia marina) leaves towards blood glucose level of diabetic wistar rats (Rattus novergicus) by Hardoko, Binti Nafi’ah, Bambang B. Sasmito, Yuniwaty Halim

“…The aim of this research was to determine the ability of herbal green tea extract from white mangrove (Avicennia marina) leaves to decrease blood glucose level of diabetic Wistar rats (Rattus novergicus). …”
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Antimicrobial and anti-inflammatory potential therapy for opportunistic microorganisms by Areej M Assaf, Bassam I Amro, Sundus Mashallah, Randa N Haddadin

“…Results: All extracts showed both antimicrobial and anti-inflammatory activities. …”
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