Grape seed proanthocyanidins improve lymphatic drainage and blood perfusion in secondary lymphedema models by Hwayeong Cheon, Bumchul Kim, Jae Yong Jeon, Jae Yong Jeon

“…Tail lymphedema was surgically induced in 12 rats to model SLE, while 3 rats served as normal controls. …”
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Federated Learning Enhanced MLP–LSTM Modeling in an Integrated Deep Learning Pipeline for Stock Market Prediction by Jayaraman Kumarappan, Elakkiya Rajasekar, Subramaniyaswamy Vairavasundaram, Ketan Kotecha, Ambarish Kulkarni

“…To guarantee data consistency and quality, pre-processing methods including linear interpolation and Z-score normalization are used. There are two types of models for each of the three basic elements within the Fed-MLP–LSTM, namely, MLP for feature extraction and LSTM for sequence modeling. …”
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Harnessing Crataegus rosei “tejocote” for biogenic synthesis of copper nanoparticles and cytotoxicity in normal and cancer cells by Gilmer David Cab-Torres, Lluvia López, Daniela Salado-Leza, Gabriela Navarro-Tovar

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The Algorithm to Automatically Extract Body Sizes and Shapes by Mong Hien Thi Nguyen, Tuong Quan Vo, Mai Huong Bui, Van Anh Pham

“… This study presents an algorithm to automatically extract the size and body shape of a 3D scanned model. …”
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Edge-aware joint neural denoising and normal estimation for mobile and handheld laser point clouds by T. Zhang, S. Filin

“…However, the acquired data are characterized by hight levels of noise and by low resolution, both affecting their consequent analysis and 3D modeling. It is customary to enhance their quality by denoising the data by means of point position updates where current approaches independently predict the displacement per point. …”
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Application of a Texture Appearance Model for Segmentation of Lung Nodules on Computed Tomography of the Chest by F. Shariaty, V. A. Pavlov, S. V. Zavjalov, M. Orooji, T. M. Pervunina

“…A novel model-based Texture Appearance Model (TAM) is proposed for precise and effective segmentation of all sorts of nodule regions. …”
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Analysis and Prediction of Energy Consumption Data, Using Data Mining Software by KAZOLIS Dimitrios, FANTIDIS Jacob, FOTAKIS Christos Dionyshs, TRAMANTZAS Kostantinos, TSIANTOS Vassilios

“…The data were obtained from the Public Electricity Company of Kavala Greece, and the study employs data prepossessing techniques to extract pertinent features. For this task, RapidMiner's algorithms were utilized to model intricate relationships between electricity usage, environmental fluctuations, and general consumption behavior. …”
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Embryonic toxicology evaluation of novel Cissus quadrangularis, bioceramics and tendon extracellular matrix incorporated scaffolds for periodontal bone regeneration using zebrafish... by S. Balaji Ganesh, Manoj Aravindan, Gurumoorthy Kaarthikeyan, Taniya Mary Martin, Meenakshi Sundaram Kishore Kumar, S. Chitra

“…Further, this also revealed that the extract did not impede the normal tissue development or regeneration using zebrafish embryo as a model.…”
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Maternal plasma microRNA profiles in twin-twin transfusion syndrome and normal monochorionic twin pregnancies by Steven T. Papastefan, Steven T. Papastefan, Morgan M. Langereis, Catherine R. Redden, Daniel R. Liesman, Daniel R. Liesman, Cassandra B. Huerta, Lucas E. Turner, Hee Kap Kang, Bethany T. Stetson, Katherine C. Ott, Katherine C. Ott, William S. Marriott, Joyceline A. S. Ito, Aimen F. Shaaban, Aimen F. Shaaban, Amir M. Alhajjat, Amir M. Alhajjat

“…Extracted microRNA from a panel of 24 microRNAs was compared between groups.ResultsmiR-26a-5p (P = 0.004), miR-222-3p (P = 0.007), and miR-145-5p (P = 0.047) were downregulated and miR-320a-3p (P = 0.005) was upregulated in the maternal plasma of TTTS patients compared to controls. miR-26a-5p, miR-320a-3p, and miR-222-3p in combination were strong predictors of TTTS on random forest modeling (area under curve = 0.905). …”
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Machine Learning-Based Sentiment Analysis in English Literature: Using Deep Learning Models to Analyze Emotional and Thematic Content in Texts by Jie Yu, Chunhong Qi

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Effect of yellow capsicum extract on the lipid metabolism in mice by CUI Xiaoman, YU Haining, XU Jielan, CHEN Zhongting, SHEN Shengrong

“…The liver mass (P<0.01) and its TG contents (P<0.05) in YCE treatment groups were lower than that of obesity model group. Meanwhile, TC content exhibited no significant change, on the other hand, the AST and ALT levels in the liver were normal, it showed that the YCE treatment had no side-effect on liver tissues. …”
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Fetal-BET: Brain Extraction Tool for Fetal MRI by Razieh Faghihpirayesh, Davood Karimi, Deniz Erdogmus, Ali Gholipour

“…These data include images of normal and pathological brains. Using this dataset, we developed and validated deep learning methods, by exploiting the power of the U-Net style architectures, the attention mechanism, feature learning across multiple MRI modalities, and data augmentation for fast, accurate, and generalizable automatic fetal brain extraction. …”
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Comparative Analysis of <i>Moringa oleifera</i> Lam. Leaves Ethanolic Extracts: Effects of Extraction Methods on Phytochemicals, Antioxidant, Antimicrobial, and In Ovo Profile by Sergio Liga, Ioana Zinuca Magyari-Pavel, Ștefana Avram, Daliana Ionela Minda, Ana-Maria Vlase, Delia Muntean, Laurian Vlase, Elena-Alina Moacă, Corina Danciu

“…The same two extracts did not show signs of irritation in the HET-CAM model.…”
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The efficacy of ointment containing an Empetrum extract at dermatitis at rats by Ye. A. Krasnov, E. V. Saprykina, A. P. Petrova, Yu. A. Subbotina, A. N. Baikov

“…As a result of experiment on model of allergic contact dermatitis it is established, that ointment with an Empetrum extract normalizes processes of the lipid peroxidation (level malonic dialdehyde, diene conjugates and catalase did not differ from the control), that in turn, apparently, can also improve therapeutic effect (initial parameters of an integument were restored). …”
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Lightweight pose estimation spatial-temporal enhanced graph convolutional model for miner behavior recognition by WANG Jianfang, DUAN Siyuan, PAN Hongguang, JING Ningbo

“…The generated skeleton sequences were processed by the BN layer for batch normalization, and the miner behavior features were extracted through the multi-dimensional feature-enhanced graph convolution module. …”
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A new landslide detection approach using the combination of the normalized difference moisture index and slope classification analysis by Muhammad Rendana, Edy Sutriyono, Muhammad Said, Wan Mohd Razi Idris, Maulana Yusuf, Yogie Zulkurnia Rochmana

“…Finally, the accuracy of the model was measured using the kappa statistic based on the ground truth data. …”
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A method for extracting water from barrier lake in high mountain areas based on decision tree classification: A case study of Attabad barrier lake on the Karakoram Highway by Yousan LI, Guangchao CAO, Meiliang ZHAO, Wenqian YE, Wanqiang QI, Hongkui YANG, Yuanzhao WU, Qiang GU, Yuguo LU, Shilin WANG

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TOOTH EXTRACTION OPERATION AS A COMPONENT OF ORTHODONTICAL TREATMENT by K.P. Lokes, A.Ye. Karasiunok, L.V. Smaglyuk, L.I. Voloshyna, H.V. Voronkova, K.Yu. Rezvina

“…Currently, the criteria that determine the orthodontic indications for extraction go beyond the analysis of diagnostic control models and the position of the teeth in the bone tissue of the jaw. …”
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Fault Diagnosis Method for Transformer Winding Based on the Load Normalized Lissajous Graphical Analysis of Leakage Magnetic Field by Bowen ZHANG, Jian FENG, Bowen WANG, Feiran YANG, Yitong XING

“…When setting the transformer model to a fault state and using the magnetic flux leakage signal data generated from both normal and fault states, the amplitude and phase angle of the leakage electric field at the measurement point are different. …”
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Evaluation of the in vivo antidiabetic, in vitro antioxidant and alpha amylase inhibitory effects of Ocimum lamiifolium Hochst ex Benth leaf hydromethanolic crude extract in strept... by Gedefaw Getie Mengistu, Kefyalew Ayalew Getahun, Markeshaw Tiruneh, Hiwot Tezera, Meseret Derbew Molla

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