Health-related quality of life in Thai patients with hepatocellular carcinoma and its influencing factors: A cross-sectional study by Thitiporn Pathomjaruwat, Yaowarat Matchim, Jane M. Armer

“…All instruments were validated and reliable. Data were analyzed using descriptive statistics and multiple regression analysis. …”
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Cross-sectional associations between physical activity and sedentary time with cardiovascular health in children from the ALSPAC study using compositional data analysis by K. M. Sansum, B. Bond, R. M. Pulsford, A. McManus, A. O. Agbaje, A. M. Skinner, A. R. Barker

“…Abstract This study adopted a compositional framework to cross-sectionally examine the associations between physical activity (PA) and sedentary time (ST) with vascular structure and function and clustered cardiovascular disease (CVD) risk factors in 4277 children (2,226 girls), aged 10.6±0.2 years. …”
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Effective Implementation of Digital Technologies in the Field of Gas Supply by Beloglazova T. N., Romanova T. N.

“…The effect on economy, manufacturability and safety performance was made according to expert estimates and on the statistical data basis. The results of a multi-level modular-functional approach in estimation the digitalization of the effect were presented for the basic economically justified and promising level of the gas-supply digital transformation. …”
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The effect of noise exposure duration on miners' risk perception: Evidence from fNIRS by TIAN Shuicheng, LI Hongyan, SHI Yanbin, DUAN Mengfei, LIN Wei, WANG Qingyan

“…We divided the noise exposure into 4 phases: 0 min, 15 min, 30 min and 45 min, and designed risk perception task test under different noise exposure time based on literature review and experiments. We collected the functional near-infrared spectroscopy (fNIRS) and the behavioral data of the subjects and conducted paired t-tests, non-parametric tests and Pearson correlation analysis to investigate how different noise exposure time affects the risk perception level of miners. …”
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Determinants and geographic distribution of unimproved sanitation facilities in sub-Saharan Africa, spatial and multilevel analysis using demographic and health survey (DHS) data by Lidetu Demoze, Mitkie Tigabie, Eshetu Abera Worede, Helen Brhan, Zemichael Gizaw, Amensisa Hailu Tesfaye, Gelila Yitageasu

“…Many still lack decent and functional toilets, impacting health, dignity, and development. …”
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Neural mechanisms underlying the improvement of gait disturbances in stroke patients through robot-assisted gait training based on QEEG and fNIRS: a randomized controlled study by Xiang Li, Huihuang Zhang, Wanying Zhang, Jianing Wu, Lei Dai, Nasha Long, Tiefeng Jin, Lei Gu, Jianer Chen

“…Secondary outcome measures included FMA and Functional Ambulation Category (FAC). Results Data from 36 patients (18 in each group) after four weeks of treatment were analyzed. …”
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SIGLEC1 has the potential to be an immune-related prognostic indicator in colon adenocarcinoma: a study based on transcriptomic data and Mendelian randomization analysis by Jue Gu, Yaxuan Wang, Hui Zhang, Haijuan Gu, Haixia Zhu

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Evaluation of diabetes care services, data quality, and availability of resources in Ethiopia: Difference-in-differences analysis of the NORAD-WHO NCDs’ midterm project evaluation... by Yimer Seid Yimer, Meaza Gezu Shentema, Zenawi Hagos Gufue, Awgichew Kifle Zemelak, Zeytu Gashaw Asfaw, Sefonias Getachew, Mulugeta Tamire, Kalkidan Solomon, Asmamaw Bezabeh Workneh, Girma Taye Aweke

“…Additionally, we performed a difference-in-differences (DID) regression analysis comparing data from two periods: before the intervention (January to December 2019) and after the intervention (July 2022 to June 2023). …”
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Understanding Altered Dynamics in Cocaine Use Disorder Through State Transitions Mediated by Artificial Perturbations by Yi Zheng, Yaqian Yang, Yi Zhen, Xin Wang, Longzhao Liu, Hongwei Zheng, Shaoting Tang

“…<b>Methods</b>: Here, we used resting-state functional magnetic resonance imaging (fMRI) data from 43 CUD patients and 45 healthy controls (HCT). …”
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Brain Network Alterations in Chronic Spinal Cord Injury: Multilayer Community Detection Approach by Farzad V. Farahani, Lukman E. Ismaila, Cristina L. Sadowsky, Haris I. Sair, Li Min Chen, Visar Belegu, James J. Pekar, Martin A. Lindquist, Ann S. Choe

“…Cortical reorganization, in particular, can be evaluated through network (graph) analysis of interregional functional connectivity. …”
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Effectiveness of Early Mobilization and Bed Positioning in the Management of Muscle Weakness in Critically Ill People Under Invasive Mechanical Ventilation in Intensive Care: A Sys... by Inês Bento, Bruno Ferreira, Cristina Lavareda Baixinho, Maria Adriana Henriques

“…Regarding physical changes, muscle weakness is highlighted, potentially leading to functional impairments during and after hospitalization. …”
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Topology-Guided Graph Masked Autoencoder Learning for Population-Based Neurodevelopmental Disorder Diagnosis by Yueying Li, Xiaotong Zhang, Shihan Guan, Guolin Ma, Youyong Kong

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Bioactive Compounds of Marine Algae and Their Potential Health and Nutraceutical Applications: A Review by Emin Cadar, Antoanela Popescu, Ana-Maria-Laura Dragan, Ana-Maria Pesterau, Carolina Pascale, Valentina Anuta, Irina Prasacu, Bruno Stefan Velescu, Cezar Laurentiu Tomescu, Claudia Florina Bogdan-Andreescu, Rodica Sirbu, Ana-Maria Ionescu

“…The objective of this review is to highlight scientific papers that identify biocompounds from marine macroalgae and emphasize their benefits. The method used was data analysis to systematize information to identify biocompounds and their various benefits in pharmaceuticals, cosmetics, and nutraceuticals. …”
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Proposal for a Novel Classification of Patients With Enlarged Ventricles and Cognitive Impairment Based on Data‐Driven Analysis of Neuroimaging Results in Patients With Psychiatric... by Yuka Yasuda, Satsuki Ito, Junya Matsumoto, Naohiro Okada, Toshiaki Onitsuka, Masashi Ikeda, Itaru Kushima, Chika Sumiyoshi, Masaki Fukunaga, Kiyotaka Nemoto, Kenichiro Miura, Naoki Hashimoto, Kazutaka Ohi, Tsutomu Takahashi, Daiki Sasabayashi, Michihiko Koeda, Hidenaga Yamamori, Michiko Fujimoto, Harumasa Takano, Naomi Hasegawa, Hisashi Narita, Maeri Yamamoto, Khin Khin Tha, Masataka Kikuchi, Toshiharu Kamishikiryo, Eri Itai, Yoshiro Okubo, Amane Tateno, Motoaki Nakamura, Manabu Kubota, Hiroyuki Igarashi, Yoji Hirano, Go Okada, Jun Miyata, Shusuke Numata, Osamu Abe, Reiji Yoshimura, Shin Nakagawa, Hidenori Yamasue, Norio Ozaki, Kiyoto Kasai, Ryota Hashimoto

“…A data‐driven clustering study based on subcortical volumes in 5604 subjects classified into four brain biotypes associated with cognitive/social functioning. …”
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NORDIC denoising on VASO data by Lasse Knudsen, Lasse Knudsen, Luca Vizioli, Federico De Martino, Lonike K. Faes, Daniel A. Handwerker, Steen Moeller, Peter A. Bandettini, Peter A. Bandettini, Laurentius Huber

“…NOise Reduction with DIstribution Corrected (NORDIC) PCA (principal component analysis) is a denoising technique specifically aimed at suppressing thermal noise, which has proven useful for increasing the SNR of high-resolution functional data. …”
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Design and Application of Online Monitoring System for Catenary Compensation Device by Guangdong LIU, Mingli WU, Min WEI, Zhijie JIAO

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DATA MINING IN RELATIONAL SYSTEMS by Valentin Filatov, Valerii Semenets, Oleg Zolotukhin

“…Explore the features of the operational specification of the relational data model. To develop a method for evaluating a relational data model and a procedure for constructing functional associative rules when solving problems of mining relational databases. …”
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Comparative evaluation of functional outcome and pain relief after pulsed radiofrequency of the saphenous nerve within and distal to the adductor canal in medial compartment knee o... by Ashok Jadon, Prashant K. Shahi, Swastika Chakraborty, Neelam Sinha, Apoorva Bakshi, Surabhi Srivastawa

“…Intra-group comparison was performed by analysis of variance. Inter-group normally distributed data were assessed by Student’s t-test, non-normally distributed and ordinal data were assessed by Mann–Whitney U-test, and categorical data were assessed by Chi-square test. …”
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A Model of High Latitude Ionospheric Convection Derived From SuperDARN EOF Model Data by M. M. Lam, R. M. Shore, G. Chisham, M. P. Freeman, A. Grocott, M.‐T. Walach, L. Orr

“…At key stages of development of the model, we use the percentage of explained variance P to see how well the model reproduces the EOF data. The final model is driven by four variables: (a) the interplanetary magnetic field component By, (b) the solar wind coupling parameter epsilon ε, (c) a trigonometric function of day‐of‐year, and (d) the monthly F10.7 index. …”
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Exploring Alternative Splicing in Response to Salinity: A Tissue-Level Comparative Analysis Using <i>Arabidopsis thaliana</i> Public Transcriptomic Data by Jesús Hernández-Urrieta, José Miguel Álvarez, José Antonio O’Brien

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