A spatially constrained independent component analysis jointly informed by structural and functional network connectivity by Mahshid Fouladivanda, Armin Iraji, Lei Wu, Theodorus G. M. van Erp, Aysenil Belger, Faris Hawamdeh, Godfrey D. Pearlson, Vince D. Calhoun

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Alterations of the resting-state brain network connectivity and gray matter volume in patients with fibromyalgia in comparison to ankylosing spondylitis by Dong Liu, Yanli Zhang, Jiaoshi Zhao, Budian Liu, Churong Lin, Mingcan Yang, Jieruo Gu, Ou Jin

“…Independent component analysis (ICA) was conducted on the rs-fMRI data, and group differences of the rsFC between different resting-state networks were calculated using dual regression. …”
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CONSTRUCTION METHOD OF WAVELET BASE BASED ON GAUSSIAN FUNCTION AND ITS APPLICATION IN FAULT DIAGNOSIS OF ROLLING BEARING by WANG Peng, CHENG XiuFang

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Distinct functional cerebral hypersensitivity networks during incisional and inflammatory pain in rats by Silke Kreitz, Bruno Pradier, Daniel Segelcke, Saeedeh Amirmohseni, Andreas Hess, Cornelius Faber, Esther M. Pogatzki-Zahn

“…We developed a comprehensive framework for brain network analysis combining functional magnetic resonance imaging (MRI) with graph-theory (GT) and data classification by linear discriminant analysis. …”
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Statistical inference and data analysis of the record-based transmuted Burr X model by Alrweili Hleil

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Deviations from Normality in Autocorrelation Functions and Their Implications for MA(q) Modeling by Manuela Royer-Carenzi, Hossein Hassani

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Changes in the Financial Function of Companies by V. D. Smirnov

“…The author used methods of qualitative and quantitative analysis of scientific publications, analytical materials of well-known consulting organizations, statistical data. …”
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Classical special functions of matrix arguments by Dmytro Shutiak, Gleb Podkolzin, Victor Bondarenko, Yury Chapovsky

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The functional average treatment effect by Sparkes Shane, Garcia Erika, Zhang Lu

“…After this, the article explores a new class of variables, the U{\mathcal{U}} class, that simplifies the estimation of functional averages. This class of variables is also used to establish mean exchangeability in some cases and to provide the results of elementary statistical procedures, such as linear regression and the analysis of variance, with causal interpretations. …”
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Effectiveness of functional training in improving function of facial muscles in people with facial palsy due to trauma by Naveen Kumar I, Saravan Kumar J

“…The primary outcome measures are House Brackman score and facial disability index (FDI). Statistical analysis used: Mann Whitney U test was used to compare the data sets between the groups. …”
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Shifted Hexpo activation function: An improved vanishing gradient mitigation activation function for disease classification by Joseph Otoo, Suleman Nasiru, Irene Dekomwine Angbing

“…Activation functions (AFs) in deep learning significantly impacts model performance. …”
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Identification of microRNA in Houttuynia cordata Thunb and prediction of cross kingdom functions by Jiajian He, Ting Chen, Qingyun Xi, Jiajie Sun, Junyi Luo, Meng Li, Haojie Zhang, Bin Zeng, Jiahan Wu, Yongliang Zhang

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Brain functional connectivity characteristics at various levels of inhibitory function in elderly individuals with cognitive impairment by Xin Xin, Zixian Wang, Shuqi Jia, Shufan Li, Qing Liu, Xingze Wang, Xing Wang

“…Abstract This study aims to explore the brain network connectivity patterns in elderly individuals with cognitive impairment at varying levels of inhibitory function and to identify key brain connectivity features that influence inhibitory function. …”
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Associations of Pap test utilisation with comorbidity and functional impairment among middle-aged non-Hispanic black women in the USA: a cross-sectional analysis of the 2018 BRFSS data by Yang Li, Jiefei Han, Yali Wang, Zhikai Zhu

“…The outcome of interest was whether a woman reported having a Pap test in the last 3 years.Data analysis We fit unadjusted and multivariable logistic regression models to calculate ORs and 95% CI for comorbidity and functional impairment. …”
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Analysis of Appraisal System in News Text “Berebut Vaksin”: A Study of Systemic Functional of Linguistic by Andi Indah Yulianti, Dwiani Septiana, Darmawati Majid Rosni

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Dung beetle assemblages, dung removal and secondary seed dispersal: data from a large-scale, multi-site experiment in the Western Palaearctic by Tanja Milotić, Christophe Baltzinger, Carsten Eichberg, Amy E. Eycott, Marco Heurich, Jörg Müller, Jorge A. Noriega, Rosa Menendez, Jutta Stadler, Réka Ádám, Tessa Bargmann, Isabelle Bilger, Jörn Buse, Joaquín Calatayud, Constantin Ciubuc, Gergely Boros, Marie Hauso, Pierre Jay-Robert, Märt Kruus, Enno Merivee, Geoffrey Miessen, Anne Must, Elham Omidzadeh Ardali, Elena Preda, Iraj Rahimi, Dirk Rohwedder, Rob Rose, Eleanor M. Slade, László Somay, Pejman Tahmasebi, Stefano Ziani, Maurice Hoffmann

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Evaluation of remote sensing soil moisture data products with a new approach to analyse footprint mismatch with in-situ measurements by Qiuxia Xie, Li Jia, Massimo Menenti, Qiting Chen, Jingxue Bi, Yonghui Chen, Chunmei Wang, Xinju Yu

“…This study uses a new SSM evaluation approach by combining temporal evolution, Coefficient of Variation (CV), Cumulative Distribution Function (CDF), evaluation metrics, and Triple Collocation Analysis (TCA) to assess SSM accuracy and spatial–temporal variability, particularly the impact of footprint mismatch when comparing retrieved SSM with in-situ measurements. …”
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Analisis Wacana Kritis Pada Debat Pilwakot Surakarta Putaran Kedua Tahun 2020 by Indah Wahyuningsih

“…Benoit's functional theory which includes acclaims or claims, attacks or attacks, and defends or defends. …”
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Morphological analysis and functional connectivity of the insular in patients with dysphagia after cerebral infarction based on resting-state fMRI by Ming Guo, Bingjie Li, Jun Zhao, Chen Bai, Weiyong Yu, Hongxia Zhang, Haoyuan Li, Yongxue Yuan, Qingsu Zhang, Tong Zhang

“…Seed-based analysis (using the CONN FC toolbox) was employed to quantify the whole-brain functional connectivity (FC) of the insula, and voxel-based morphometry (VBM) was used to assess gray matter volume changes. …”
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Transformer-based multimodal precision intervention model for enhancing diaphragm function in elderly patients by Ma Xinli, Zhao Jie, Yan Ming, Zhang Yanping, Li Fan, Jia Jing, Ding Lu

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