Impact of Normal Lung Volume Choices on Radiation Pneumonitis Risk Prediction in Locally Non-small Cell Lung Cancer Radiation Therapy by Alyssa Gadsby, MS, Tian Liu, PhD, Robert Samstein, MD, Jiahan Zhang, PhD, Yang Lei, PhD, Kenneth E. Rosenzweig, MD, Ming Chao, PhD

“…The machine learning models indicated that defining normal lung volume as TL-PTV yielded the highest predictive performance for RP2 risk. …”
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IW Extraction From SAR Images Based on Generative Networks With Small Datasets by B. Saheya, Xia Ren, Maoguo Gong, Xiaofeng Li

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An effective brain stroke diagnosis strategy based on feature extraction and hybrid classifier by Maha Samir Elsayed, Gehad Ahmed Saleh, Ahmed I. Saleh, Abeer Twakol Khalil

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Urban change detection of remote sensing images via deep-feature extraction by Haiying Wang, Mingzhong Wu

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Research on Parameter Extraction Method of Photovoltaic Module Based on Improved Hybrid Algorithm by Haitao Wu, Zhou Shang

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Effective Methane Extraction Radius after High-Pressure Water Jet Slotting by Hu Ke, Xia Binwei, Liu Chengwei, Lu Yiyu

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Experimental Study of Random Secret Key Extraction From Atmospheric Optical Channels by Shengya Zhao, Zixin Dou, Chunyi Chen, Yihao Hou, Hui Li, Yan Lou

“…The analysis results show that under weak turbulence conditions, using Johnson SB distribution yields about 87% higher average maximum secret key extraction rate than using Log-Normal distribution; under medium turbulence conditions, there is no significant difference in secret key extraction rates between the two distribution models. …”
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Protective effects of docosahexaenoic acid combined with bilberry extract on myopic Guinea pigs by Tainan Lin, Tainan Lin, Jianzhang Hu, Qian Wen, Xiaoting Liu, Jinghua Lin, Qiaomei Shi, Miao Lin, Weifu Huang

“…The normal control (NC) group received no treatment, while the experimental groups wore −6.0D lenses on the right eye to establish an animal model of lens-induced myopia (LIM). …”
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Antioxidant action and potential neuroprotection of polyphenolics extracted from Astragalus membranaceus residue by Lu Li, Lu Li, Qiaona Wang, Ying Cao, Ying Cao, Jianmei Li, Yulong Wu, Chun Hua, Feng Zhou, Shengjie Li, Su Liu

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Application of data mining to extract knowledge about the occurrence of fistulas after palatoplasty by Patrick Pedreira Silva, Elvio Gilberto da Silva, Vinicius Santos Andrade, Telma Vidotto de Sousa Brosco, Gabriela Aparecida Prearo, Maria Inês Pegoraro-Krook, Jeniffer de Cassia Rillo Dutka

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Effects of Earthworm (Pheretima communisima) extract on atopic dermatitis: An in vitro and in vivo study by Yoon-Young Sung, Heung-Joo Yuk, Seung-Hyung Kim, Dong-Seon Kim

“…Our study examined the anti-allergic and anti-inflammatory actions of earthworm ethanolic extract (EWE) on allergic skin inflammation in a Dermatophagoides farinae mite antigen-induced AD mice model, TNF-α/IFN-γ-treated human keratinocytes, and compound 48/80-treated mouse mast cells. …”
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Fruit Orchard Canopy Recognition and Extraction of Characteristics Based on Millimeter-Wave Radar by Yinlong Jiang, Jieli Duan, Yang Li, Jiaxiang Yu, Zhou Yang, Xing Xu

“…The number of point clouds, crown width, plant height, and volume value under spray conditions and normal conditions were compared and analyzed. The average relative errors of crown width, plant height, and volume were 2.1%, 2.3%, and 4.2%, respectively, indicating that the spray had little effect on the extraction of canopy characteristics by millimeter-wave radar, which could inform spray-related decisions for precise applications.…”
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TDFNet: twice decoding V-Mamba-CNN Fusion features for building extraction by Wenlong Wang, Peng Yu, Mengmeng Li, Xiaojing Zhong, Yuanrong He, Hua Su, Yunxuan Zhou

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TriM-Net: Trinityformer-Mamba fusion for road extraction in remote sensing by Zhenzhong Huang, Hongjuan Shao, Chao Ren, Hongman Li, Haoming Bai, Zhou Lei, Gu Yao, Qinyi Chen

“…Precise road information extraction is crucial for transportation and intelligent sensing. …”
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Investigation of antioxidant defense mechanisms of Citrullus Colocynthis fruits and N-acetylcysteine in the diabetes mellitus model on rats by H. R. Lamazian, I. M. Sytnyk, L. V. Natrus, T. S. Bruzgina, P. A. Chernovol, I. M. Rizhko

“…Glutathione concentration also decreased and this negative effect was increasing with increasing of plant extract dose. NAC caused a decrease of MDA in relative to "Model", normalized levels of SOD and catalase and effectively increased the concentration of glutathione compared with "Model". 9 fatty acids (FA), 4 of which belong to the unsaturated one (oleic, linoleic, linolenic, arachidonic) and 5 - to saturated one (myristic, pentadecanoic, palmitic, margarine (heptadecanoic), stearic) were identified in heart homogenate and erythrocytes of rats. …”
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Wastewater Treatment Using a Combination of <i>Pumpkin seed</i> Waste After Extraction of Essential Oils (Bio-Coagulant) and Ferric Chloride (Chemical Coagulant): Optimization and... by Abderrezzaq Benalia, Ouiem Baatache, Katr Enada Zerguine, Amel Khediri, Kerroum Derbal, Nawal Ferroudj, Amel Khalfaoui, Antonio Pizzi

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Enhancing cerebral infarct classification by automatically extracting relevant fMRI features by Vitaly I. Dobromyslin, Wenjin Zhou, for the Alzheimer’s Disease Neuroimaging Initiative

“…We analyzed resting-state fMRI data from the multi-center ADNI dataset, which included 20 chronic infarct patients and 30 cognitively normal (CN) controls. This study utilized automated machine learning (auto-ML) techniques to identify novel fMRI biomarkers specifically related to chronic cortical infarcts. …”
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Graph-Based COVID-19 Detection Using Conditional Generative Adversarial Network by Imran Ihsan, Azhar Imran, Tahir Sher, Mahmood Basil A. Al-Rawi, Mohammed A. Elmeligy, Muhammad Salman Pathan

“…The proposed methodology encompasses four distinct phases: initial segmentation of raw chest radiographs employing Conditional Generative Adversarial Networks (CGAN), followed by feature extraction through a tailored pipeline integrating both manual computer vision algorithms and pre-trained Deep Neural Network (DNN) models. …”
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Vehicle Detection in Different Environments by Mohsen Valizadehasl, Mohammad Badpeima, Sahar Khosraviyan Zahedani

“…In this paper, we presented the method in which the vehicle detection process is performed without any need to generate and update the background model. In the presented approach, we utilized the histogram normalization in order to alleviate the problems caused by brightness change in the case of different weather conditions. …”
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Shoreline change rate dynamics analysis and prediction of future positions using satellite imagery for the southern coast of Kuwait: A case study by Najeeb S. Aladwani

“…First, the historical shoreline was extracted using the Normalized Difference Wader index (WI 2015). …”
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