Kinematics of Supernova Remnants Using Multiepoch Maximum Likelihood Estimation: Chandra Observation of Cassiopeia A as an Example by Yusuke Sakai, Shinya Yamada, Toshiki Sato, Ryota Hayakawa, Nao Kominato

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Searching for Low-mass Exoplanets amid Stellar Variability with a Fixed Effects Linear Model of Line-by-line Shape Changes by Joseph Salzer, Jessi Cisewski-Kehe, Eric B. Ford, Lily L. Zhao

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Longitudinal evaluation of common and unique brain-networks in variants of primary progressive aphasia by Rajan Kashyap, Rose Dawn Bharath, Changsong Zhou, Kyrana Tsapkini, John E. Desmond, SH Annabel Chen, Kaviraja Udupa, PT Sivakumar, Sagarika Bhattacharjee

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Research on the security governance system for the circulation of government data facing the risk of illegal export by WANG Yue, Mo Lijuan, SU Na

“…Furthermore, it clarifies six typical data circulation methods that require special attention: front-end functional export, front-end interface export, back-end synchronized export, back-end operational export, shared data export, and operational data export. …”
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Comparing post-acute rehabilitation use, length of stay, and outcomes experienced by Medicare fee-for-service and Medicare Advantage beneficiaries with hip fracture in the United S... by Amit Kumar, Momotazur Rahman, Amal N Trivedi, Linda Resnik, Pedro Gozalo, Vincent Mor

“…We linked the Master Beneficiary Summary File, Medicare Provider and Analysis Review data, Healthcare Effectiveness Data and Information Set data, the Minimum Data Set, and the American Community Survey. …”
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Incorporating Topological Priors Into Low-Dimensional Visualizations Through Topological Regularization by Edith Heiter, Robin Vandaele, Tijl de Bie, Yvan Saeys, Jefrey Lijffijt

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Computational modelling of immunological mechanisms: From statistical approaches to interpretable machine learning by María Rodríguez Martínez, Matteo Barberis, Anna Niarakis

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Using preprocessed datasets to construct and interpret multiclass identification models by Cong Wang, Yufeng Fu, Ran Wan, Le Zhao, Hongbo Wang, Junwei Guo, Qiang Liu, Shan Li, Shengtao Ma, Zhicai Wang, Wei Huang, Huimin Liu, Song Yang, Cong Nie

“…Feature importance and contribution analyses were conducted using Shapley additive explanations (SHAP).ResultsThe resulting models demonstrated high robustness and accuracy, achieving classification success rates of 97.9 and 97.4% via n-fold cross validation on rice and tobacco datasets, respectively, and 97.7% on an independent test set (tobacco dataset 2). This analysis identified key variables and elucidated their specific contributions to the model predictions.DiscussionThis study expands the applicability of image and NIR spectroscopic data, offering researchers an effective methodology for investigating factors crucial to the quality control and improvement of agricultural products.…”
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Privacy-preserving scheme multi-party cooperative cache sharing based on PSI in edge computing scenario by LAI Chengzhe, YANG Ting, QIN Baodong, CAO Jin

“…To address privacy concerns associated with data in multi-party shared caches, a multi-party private set intersection (PSI) protocol supporting efficient data sharing was proposed. …”
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A novel approach to wind energy modeling in the context of climate change at Zaafrana region in Egypt by Bassem Khaled Kamel, Almoataz Y. Abdelaziz, Mahmoud A. Attia, Amr Khaled Khamees

“…In this Paper, Gamesa G80 wind turbine is used to perform the numerical analysis of the proposed new model. Moreover, Exponential Distribution Optimizer (EDO), Aquila Optimizer (AO), and Equilibrium Optimizer (EO) algorithms are used to find various probability distribution functions (PDFs) parameters to model wind speed data from Zaafrana region in Egypt using Root Mean Square Error (RMSE) and Coefficient of Correlation (R^2) as judging criteria. …”
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An Analytical Formula for the Transition Density of a Conic Combination of Independent Squared Bessel Processes with Time-Dependent Dimensions and Financial Applications by Nopporn Thamrongrat, Chhaunny Chhum, Sanae Rujivan, Boualem Djehiche

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Clinical application of the intersphincteric approach with internal incision combined with counter- drainage for deep perianal abscess by Jian-sheng Hu, Lin-mei Sun, Yang Wu, Xue-liang Yang, Wen Wang

“…Of these, 57 patients underwent the IAICD (treatment group), while 63 patients received incision—drainage (control group). Clinical data from both groups were collected for statistical analysis. …”
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Evaluating Geostatistical and Statistical Merging Methods for Radar–Gauge Rainfall Integration: A Multi-Method Comparative Study by Xuan-Hien Le, Naoki Koyama, Kei Kikuchi, Yoshihisa Yamanouchi, Akiyoshi Fukaya, Tadashi Yamada

“…This study presents a comparative analysis of six radar–gauge merging methods, including three statistical approaches—Quantile Adaptive Gaussian (QAG), Empirical Quantile Mapping (EQM), and radial basis function (RBF)—and three geostatistical approaches—external drift kriging (EDK), Bayesian Kriging (BAK), and Residual Kriging (REK). …”
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Features of Bearing on Underwater Object Using Phase Information of a Differential Stereo Sensor by V. A. Shirokov, A. I. Bazhenova, V. N. Milich

“…Digital filtering methods and mathematical apparatus of correlation analysis of return hydroacoustic signals obtained by the phase method were used for data processing.Results. …”
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Stress Hyperglycemia Ratio and Hemoglobin to RDW Ratio in Predicting the Outcomes of Thrombolysis-Treated Stroke: A Retrospective Cohort Study by Sarawut Krongsut, Nat Na-Ek

“…Methods: We retrospectively collected data from 345 AIS patients treated with thrombolysis. …”
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Comparative study of quality estimation of binary classification by V. V. Starovoitov, Yu. I. Golub

“…The paper describes results of analytical and experimental analysis of seventeen functions used for evaluation of binary classification results of arbitrary data. …”
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Effects of intra-articular tranexamic acid injection with different acting times after anterior cruciate ligament reconstruction: a cohort study with historical controls by Kun-Han Lee, Kun-Hui Chen, Hsuan-Hsiao Ma, Tai-Jung Huang, Hsiao-Li Ma, En-Rung Chiang

“…The secondary outcomes included the visual analog scale (VAS), grade of hemarthrosis, and International Knee Documentation Committee (IKDC) functional score. The data of another two groups of patients (TXA 2 h group and placebo group) were retrieved from a previous study as historical control groups for subsequent analysis. …”
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PLATELET-RICH PLASMA THERAPY FOR ERECTILE DYSFUNCTION: A REVIEW OF PRECLINICAL AND CLINICAL STUDIES by A. D. Kaprin, A. A. Kostin, M. V. Epifanova, M. E. Chalyy, E. V. Gameeva, S. A. Artemenko

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Predictive model development combining CT-FFR and SYNTAX score for major adverse cardiovascular events in complex coronary artery disease by Weiqing Luo, Chen Li, Guangdong Yan, Zhichuan Huang, Yilin Yue, Deguang Yang, Shaoheng Zhang

“…Among these, the functional SYNTAX score was the strongest predictor. …”
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A second horizon scan of biogeography: Golden Ages, Midas touches, and the Red Queen by Michael N Dawson, Jan C. Axmacher, Carl Beierkuhnlein, Jessica L. Blois, Bethany A. Bradley, Anna F. Cord, Jürgen Dengler, Kate S. He, Lawrence R. Heaney, Roland Jansson, Miguel D. Mahecha, Corinne Myers, David Nogués-Bravo, Anna Papadopoulou, Björn Reu, Francisco Rodríguez-Sánchez, Manuel J. Steinbauer, Alycia Stigall, Mao-Ning Tuanmu, Daniel G. Gavin

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