Association of Veggie Meter–Assessed Skin Carotenoids and Dietary Intake Among Indigenous Families: The Indigenous Supported Agriculture “Go Healthy” Study by Susan B Sisson, Emma Kasahara, Shanon Casperson, Stephanie Jilcott Pitts, Jessica Reese, Ying Zhang, Tori Taniguchi, Kaylee R Clyma, Jann Hayman, Valarie Blue Bird Jernigan

“…Adults completed a single 24-h diet recall to calculate the Healthy Eating Index (HEI)-2015. Linear mixed modeling was used to examine associations, while accounting for family correlation. …”
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Individual variation in migration patterns of Iberian little bustards by Filipa Coutinho Soares, João Gameiro, Ana Teresa Marques, Gerard Bota, Eládio L. García de la Morena, Manuel B. Morales, Carlos Pacheco, David González del Portillo, Francesco Valerio, Francisco Moreira, Jorge M. Palmeirim, João Paulo Silva

“…This approached was then complemented with traditional linear mixed models on the daily ND values throughout the year. …”
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Following the robot’s lead: Predicting human and robot movement from EEG in a motor learning HRI task by Tanaya Chatterjee, Adrien Guzzo, Alejandro Tlaie, Ahmad Kaddour, Charalambos Papaxanthis, Jeremie Gaveau, Peter Ford Dominey

“…Using a Markov-switching linear regression model, we further demonstrated that the EEG signal could be used to decode the human and robot movements. …”
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Comfort or hesitancy: A cross-sectional study of modifiable factors associated with co-vaccination behavior among United States and Canadian adults by Emily Frith, Sarah Deedat, E. Susanne Blazek, Amy Bucher

“…Conclusions: This study leveraged the COM-B model to identify behavioral factors associated with co-vaccination comfort. …”
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Cross-cultural adaptation and psychometric evaluation of the urdu version of the morisky, greene, and levine medication adherence scale (MGLS-4) for major depressive disorder patie... by Sohail Riaz, Fazli Khuda, Nadia Shamshad Malik, Nitasha Gohar, Ayesha Rashid, Abuzar Khan, Abdur Rahman, Sajid Ali, Asif Jan, Aqeel Nasim

“…Confirmatory factor analysis (CFA) confirmed good model fit (GFI = 0.950, AGFI = 0.920, NFI = 0.930, RMSEA = 0.050, SRMSR = 0.055). …”
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Air pollution and cognitive performance in late life: the role of lipid profile – results from the Multi-Ethnic Study of Atherosclerosis (MESA) by Xi Pan, Robyn L. McClelland, Lilah M. Besser, Jana A. Hirsch, Joel D. Kaufman, Jing Cao, Timothy M. Hughes

“…Outdoor residential concentrations of PM2.5, NO2, and NOx between Exams 1 and 5 were assessed using validated spatiotemporal models. Total cholesterol (TC) and low-density lipoprotein cholesterol (LDL-C) concentrations in blood at Exam 5 were evaluated as mediators or modifiers using linear regression models. …”
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Early change in lean tissue mass after peritoneal dialysis: prevalence, risk factors, and clinical implications by Lixing Xu, Jack Kit-Chung Ng, Gordon Chun-Kau Chan, Winston Wing-Shing Fung, Kai-Ming Chow, Cheuk-Chun Szeto

“…The percentage of LTM (LTMp) also dropped from 63.4 ± 13.6% to 61.5 ± 13.4% (p = 0.006), accompanied by an increase in ATM. Multiple linear regression models showed a strong correlation between changes in LTM and ATM; for every 1 kg increase in ATM, there was a 1.01 kg decrease in LTM (95% confidence interval: 0.797 to 0.855, p < 0.0001). …”
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Enhanced cardiovascular risk prediction in the Western Pacific: A machine learning approach tailored to the Malaysian population. by Sazzli Kasim, Putri Nur Fatin Amir Rudin, Sorayya Malek, Nurulain Ibrahim, Xue Ning Kiew, Nafiza Mat Nasir, Khairul Shafiq Ibrahim, Raja Ezman Raja Shariff

“…Ensemble model were also created using three commonly used meta learners, including RF, Generalized Linear Model (GLM), and Gradient Boosting Model (GBM). …”
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Association between estimated glomerular filtration rate and memory function mediated by brain Gray matter volumes: a cross-sectional study using the ADNI database by Xiaoyu Wang, Jiafeng Wang, Qianqian Xie, Yan Wang, Chunyan Li, Lin Song, Yifeng Du

“…Structural equation modeling (SEM) assessed the mediating role of GMVs. …”
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The relationship between personality traits and health-related quality of life after mild-to-moderate traumatic brain injury by Benedikte Å. Madsen, Silje C. R. Fure, Cecilie Røe, Daniel Løke, Marianne Løvstad, Nada Andelic, Emilie Isager Howe

“…Two separate multiple linear regression models were performed for the outcome variables; QOLIBRI-OS (model 1) and EQ-VAS (model 2). …”
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Association of prognostic nutritional index and severe abdominal aortic calcification in middle-aged adults: a cross-sectional study by Yuanming Li, Jing Tang, Yi Zhou, Lishan Bai

“…We constructed three progressively adjusted models: Crude model, Model 1 (age/sex/race-adjusted), and Model 3 (fully adjusted for all covariates). …”
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Saliva as a non-invasive matrix for assessing xenobiotic metabolites and metabolomes: implications for maternal health and preeclampsia by Preethi Balan, Junfeng Zhang, Kok Hian Tan, Upul Cooray, Ryan WK Lee, Mah Lay Ong, Chaminda Jaya Seneviratne

“…Metabolome-XM associations were clustered using Glay community clustering. Linear regression models, adjusted for age, estimated associations between catecholamines and XMs. …”
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Thyroid-stimulating hormone and cognitive impairment in non-depressed non-demented multiethnic middle-aged and older US adults: Assessing sex-specific risk prediction by Asma Hallab

“…Methods: Cross-sectional analyses where participants from Alzheimer’s Disease Neuroimaging Initiative (ADNI) with mild cognitive impairment (MCI) and healthy controls (HC), with complete neurocognitive tests, thyroid stimulating hormone (TSH) <10 µIU/mL, and geriatric depression scale (GDS) <5, were eligible. Linear and logistic regression models, including testing for non-linearity, were performed. …”
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Effects of anaerobic power bicycle training on the lower-limb anaerobic exercise ability of female basketball players by Haoyang Ding, Ruixue Zhao, JiaMeng Wang, Shuai Zhao

“…Strong positive correlations were observed between anaerobic power cycling and lower-limb muscle mass and circumference. Multiple linear regression models for power cycling metrics were developed. …”
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Typology and correlates of parental stress among caregivers of children with DBDs in low-resourced communities in Uganda. by Rachel Brathwaite, Natasja Magorokosho, Flavia Namuwonge, Nhial Tutlam, Torsten B Neilands, Mary M McKay, Fred M Ssewamala

“…To identify focal correlates related to child/parent/contextual environment, we performed variable importance screening using the Stata command -gvselect- and specified mixed/melogit multilevel modeling with random effects. Secondly, focal correlates were included in the cross-fit partialing out lasso linear/logistic regression (double machine-learning) model. …”
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Association between neuroinflammation, vascular risk, and biomarkers in Alzheimer’s disease by CHEN Yanming, HU Heying, CUI Ruiping, HU Hao, TAN Chenchen, TAN Lan

“…Mediation models were constructed with sTREM2 and PGRN as mediators to investigate the mediating effect of neuroinflammatory factors between vascular risk and AD biomarkers. …”
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Neurocognition as a major predictor of 8-week response to antipsychotics for drug-naïve first-episode schizophrenia using machine learning by Xianghe Wang, Tianqi Gao, Xiaodong Guo, Bingjie Huang, Yunfei Ji, Wanheng Hu, Xiaolin Yin, Yue Zheng, Chengcheng Pu, Xin Yu

“…A total of 450 qualified subjects contributed to the model. The prediction model constructed via XGBoost algorithm had the highest accuracy (68.8%) and prognostic certainty (44.3%) among all the algorithms. …”
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Prospective Association Between Chinese Visceral Adiposity Index and Risk of Stroke Incidence in Middle-aged and Elderly Chinese Population by SHAO Miaomiao, CHEN Zhengzhen

“…Cox proportional hazards regression models were used to explore the dose-response relationship between CVAI and stroke risk.ResultsA total of 11 432 middle-aged and older adults were included, with a mean age of 60.24±9.56 years. …”
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Experimental Investigation of Material Removal Rate Parameters in ECM for Aluminum Hybrid Matrix Composites Using the RSM Technique by M. Naga Swapna Sri, P. Anusha, Vittel Rao Rajendranrao Krishnajirao, Manickam Selvaraj, B. Muthuvel, N. Karthikeyan

“…The ANOVA result reveals that the feed rate of electrode is the highest contributing parameter, trailed by the electrolyte discharge rate and other process parameters for MRR and SR. A linear model of regression and interaction plots is also included to show the relationship between the parameters. …”
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Investigation of Impact to Climate Change of Metan Emission of Underground Mines and Thermal Power Plants Using Sentinel-5p TROPOMI Satellite Data from GEE Platform by N. Uyar, H. Akcin

“…R² = 0.5601 and r = 0.75 correlation values were obtained from 13 common observations with a linear regression model. At the underground emission exit points, 5-year average flow rate values of 2.71 m³/min at Arslan Garden (ASB), 2.77 m³/min at exit point 140 and 2.79 m³/min at exit point 52 were calculated with the transformed TROPOMI data. …”
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