Neutrophil Extracellular Trap Production in Patients with Colorectal Cancer In Vitro by J. J. R. Richardson, C. Hendrickse, F. Gao-Smith, D. R. Thickett

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Association of Premature Ventricular Contraction (PVC) with hematological parameters: a data mining approach by Nafiseh Hosseini, Sara Saffar Soflaei, Pooria Salehi-Sangani, Mahdiyeh Yaghooti-Khorasani, Bahram Shahri, Helia Rezaeifard, Habibollah Esmaily, Gordon A. Ferns, Mohsen Moohebati, Majid Ghayour-Mobarhan

“…The association of hematological factors with PVC was evaluated using different machine learning (ML) algorithms, including logistic regression (LR), C5.0, and boosting decision tree (DT). The dataset was divided into training and test, and each model’s performance was appraised on the test dataset. …”
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The influence of macroscopic pedestrian structures on train boarding efficiency by Rabia I. Kodapanakkal, Caspar A.S. Pouw, Antal Haans, Jaap Ham, Gunter Bombaerts, Alessandro Corbetta, Andrej Dameski, Andreas Spahn, Federico Toschi

“…We investigate how waiting boarders form a deboarding channel (a corridor where deboarders exit the train) and how this channel in turn influences the efficiency of deboarding. Analyzing a dataset with 3278 boarding events at Utrecht Centraal Station in the Netherlands from 2017 to 2020 (subset of a trajectory dataset capturing 100,000 trajectories per day), we found that higher numbers of boarders and a higher ratio of boarders to deboarders, reduced the width of the deboarding channel, and a lower width was associated with lower deboarding efficiency. …”
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Quality Evaluation of Bioactive Ingredients in Lianhua Qingwen Capsule Based on Quantitative Analysis of Multicomponent by the Single Marker Method and the Chemical Recognition Pat... by Qianqian Zhou, Lin Yang, Yiwu Wang, Jiajia Zou, Shuya Li, Lei Dai, Yan Li, Dan He

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Multi-Scale Feature Fusion Model for Bridge Appearance Defect Detection by Rong Pang, Yan Yang, Aiguo Huang, Yan Liu, Peng Zhang, Guangwu Tang

“…Finally, the effectiveness of the proposed method is evaluated on the bridge disease dataset and public computational fluid dynamic dataset.…”
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SumGPT: A Multimodal Framework for Radiology Report Summarization to Improve Clinical Performance by Tipu Sultan, Mohammad Abu Tareq Rony, Mohammad Shariful Islam, Samah Alshathri, Walid El-Shafai

“…In this study, we propose a novel model, SumGPT, which integrates T5 with a Vision Transformer to harness the power of transformer-based architectures for enhanced radiology report summarization. The dataset used in this study comprises 1,952 radiology images with detailed textual reports for training and 488 images with reports for testing. …”
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Anthropometric Landmark Detection Network via Geodesic Heatmap on 3D Human Scan by Min Hee Cha, Jae Hyeon Park, Ji Sun Byun, Sangyeon Ahn, Gyoomin Lee, Seung Hyun Yoon, Sung In Cho

“…Additionally, we created a dataset consisting of human scans with various poses to demonstrate robustness of our method. …”
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Determination of indicators for tests of polysept (polyhexamethylene guanidine hydrochloride) for flocculation properties by M. N. Guseva, M. I. Doronin, M. A. Shevchenko, D. V. Mikhalishin, Y. M. Gochmuradov, V. V. Mikhalishin, Y. S. El’kina

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Application of Big Data Technology to Assessments of Female Ovarian Reserve Dysfunction by Xia Ji'An, Ma YunFei, Wu YiYun, Zhao YouLin, Ni HaoRang, Liu XinYan

“…The random forest algorithm showed substantial growth for large datasets.…”
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Blinder Oaxaca and Wilk Neutrosophic Fuzzy Set-Based IoT Sensor Communication for Remote Healthcare Analysis by Osamah Ibrahim Khalaf, Rajesh Natarajan, Natesh Mahadev, Prasanna Ranjith Christodoss, Thangarasu Nainan, Carlos Andres Tavera Romero, Ghaida Muttashar Abdulsahib

“…Data collection is performed with the WESAD dataset. Duplicated data are eliminated by Blinder Oaxaca Linear Regression-based Preprocessing model. …”
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Analysis of Air Pollution Data in India between 2015 and 2019 by Disha Sharma, Denise Mauzerall

“…We address inconsistencies and data gaps in datasets using a rigorous procedure to ensure data representativeness. …”
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Employment before and after initiation of dialysis or kidney transplantation– a Danish nationwide registry-based cohort study by Rasmus Kirkeskov Carlsen, Lilli Kirkeskov, Margit S. Riis, Rikke K. Jacobsen, Frederikke Hørdam Gronemann, Merete Osler, Janne Petersen, Niels Henrik Buus

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Mixture of Lindley and Lognormal Distributions: Properties, Estimation, and Application by A. S. Al-Moisheer

“…The Kolmogorov Smirnov test and some information criteria are used to compare the fitted models to the real dataset. Finally, the results are verified using several graphical methods.…”
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An Analysis of the Cluster-Detecting Property of the BCM Neuron by Lawrence Udeigwe

“…We show that an artificial BCM neuron has the ability to detect clusters in a dataset. By exploring the qualitative behaviors of an underlying system of differential equations, we present a rigorous mathematical analysis of this cluster-detecting property. …”
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Dirac Equation on the Torus and Rationally Extended Trigonometric Potentials within Supersymmetric QM by Özlem Yeşiltaş

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A Hybrid System for Subjectivity Analysis by Samir Rustamov

“…The suggested feature extraction algorithm in our experiment computes a feature vector using statistical textual terms frequencies in a training dataset not having the use of any lexical knowledge except tokenization. …”
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Decapsulating Brine Shrimp Eggs by Craig Watson, Roy Yanong

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Improving Citrus Nitrogen Uptake Efficiency: Linking Citrus Irrigation Management To Citrus Fertilizer Practices by Kelly T. Morgan, Edward A. Hanlon

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Spacetime Junctions and the Collapse to Black Holes in Higher Dimensions by Filipe C. Mena

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Poisson Denoising for Astronomical Images by Fahad Shamshad, M. Mohsin Riaz, Abdul Ghafoor

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