Continuing exposure to disadvantageous material and perceived economic factors on self-rated health in different life stages: fixed effects analyses with data from the German Socio... by Tobias Rähse, Matthias Richter, Anja Knöchelmann

“…Conclusions While predominantly accumulation effects were found for certain factors, others showed more varied patterns. Future research should explore the mechanisms underlying these effects to develop well-timed measures that mitigate the negative health implications of continuing exposures to disadvantageous factors, emphasizing the importance of multiple exposures and later life health effects that may impede healthy ageing.…”
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Machine Learning Enabled Prediction of Biologically Relevant Gene Expression Using CT‐Based Radiomic Features in Non‐Small Cell Lung Cancer by Shrey S. Sukhadia, Christoph Sadée, Olivier Gevaert, Shivashankar H. Nagaraj

“…Results Our ML‐based radiogenomic modeling identified specific imaging features—wavelet, three‐dimensional local binary patterns, and logarithmic sigma of gray‐level variance—as predictive indicators for high (1) vs. low (0) gene expression of pivotal NSCLC‐related genes: SLC35C1, BCL2L1, and MAPK1. …”
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Integrating single cell analysis and machine learning methods reveals stem cell-related gene S100A10 as an important target for prediction of liver cancer diagnosis and immunothera... by Shenjun Huang, Tingting Tu

“…We analyzed various datasets, applying negative matrix factorization alongside machine learning algorithms to reveal gene expression patterns and construct diagnostic models. The XGBoost algorithm was specifically utilized to identify key regulatory genes related to stem cells in LIHC, and the expression levels and prognostic significance of these genes were validated experimentally.ResultsOur single-cell analysis identified 16 differential prognostic genes associated with liver cancer stem cells. …”
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The Relationship between Landing Error Scoring System Performance and Injury in Female Collegiate Athletes by Peter Lisman, Joshua N. Wilder, Joshua Berenbach, Enric Jiao, Bethany Hansberger

“…# Background The Landing Error Scoring System (LESS) is a standardized tool used to identify aberrant biomechanical movement patterns during a jump-landing task. Prior authors have examined the value of the LESS in identifying ACL injury risk in athletic populations. …”
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Two cellular models for analyzing mitochondrial heteroplasmy by Yaning Hu, Lin Jiang, Wen Liu, Xingbo Zhao

“…Results: The two methods can generate a variety of mitochondrial heteroplasmy cells of interest which can aid in understanding the patterns and influencing factors underlying heteroplasmy changes. …”
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Functional Disorders of the Biliary Tract and Cholelithiasis: Analysis of a Possible Relationship by Yu. O. Shulpekova, I. R. Popova, V. M. Nechaev

“…There is no doubt that the relevance of further study of the patterns of development of biliary dysfunctions and GI is obvious. …”
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Predicting Individual Systems Thinking Skills Using Bayesian Network Approach by Niamat Ullah Ibne Hossain, Raed Jaradat, Morteza Nagahi, Alex Gorod

“…While systems engineering provides a process for integrating various engineering disciplines to deliver desired end results, systems thinking (ST) provides the mechanism for drawing broad perspectives on the configuration, patterns, and cycles of complex systems, with a view to analyzing and improving system performance. …”
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Motor Imagery EEG Classification Based on Multi-Domain Feature Rotation and Stacking Ensemble by Xianglong Zhu, Ming Meng, Zewen Yan, Zhizeng Luo

“…Conclusions: Experimental results show that the method proposed in this paper outperforms several existing MI classification methods, such as the Common Time-Frequency-Spatial Patterns and the Selective Extract of the Multi-View Time-Frequency Decomposed Spatial, in terms of classification accuracy and robustness.…”
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Quantitative analysis of choroidal vascular structures and anatomical changes in pachychoroid spectrum diseases using ultra-widefield SS-OCTA by Bei Xiao, Yanping Song, Ming Yan, Ya Ye, Zhen Huang

“…The findings revealed distribution patterns of vortex veins across the three patient groups and provided initial findings insights into the origin of choroidal neovascularization (CNV) in PNV. …”
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Genome-wide identification of high-affinity nitrate transporter 2 (NRT2) gene family under phytohormones and abiotic stresses in alfalfa (Medicago sativa) by Yanyan Luo, Lili Nan

“…Furthermore, we studied the expression patterns of MsNRT2 genes in six tissues based on RNA-sequencing data from the Short Read Archive (SRA) database of NCBI, and the results showed that MsNRT2 genes were widely expressed in six tissues. …”
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Transcriptional induction of the IMD signaling pathway and associated antibacterial activity in the digestive tract of cat fleas (Ctenocephalides felis) by Katie Weber, Dhruva Karnik, Lisa D. Brown

“…Additionally, we observed that proteins with antimicrobial properties are synthesized as part of local defense mechanisms in the gut, with differential patterns of antibacterial activity related to infection status and age. …”
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An Adaptive Spatio-Temporal Traffic Flow Prediction Using Self-Attention and Multi-Graph Networks by Basma Alsehaimi, Ohoud Alzamzami, Nahed Alowidi, Manar Ali

“…Capturing complex and dynamic spatio-temporal patterns within traffic data remains a significant challenge for traffic flow prediction. …”
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Panic disorder during pregnancy and the first three years after delivery: a systematic review by F. Gerrik Verhees, Antonia Bendau, Stefanie Unger, Katharina L. Donix, Eva Asselmann, Julia Martini

“…The aim of this systematic review was to summarize evidence on risk factors and course patterns of peripartum PD as well as maternal, infant or dyadic outcomes during the first three years after delivery. …”
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Nutritional assessment of adolescents: A cross-sectional study from public schools of North India. by Sandeep Kaur, Rajesh Kumar, Manmeet Kaur

“…Nutritional status was evaluated through dietary behaviour assessments, anthropometric measurements, and 24-hour urinary salt-level analysis. Dietary patterns were recorded using two 24-hour recalls, and analyzed with PURE study software based on 2010 Indian dietary data from ICMR-NIN. …”
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COVID-19 Vaccine Acceptance Level in Ethiopia: A Systematic Review and Meta-Analysis by Addisu Tadesse Sahile, Girma Demissie Gizaw, Tennyson Mgutshini, Zewdu Minwuyelet Gebremariam, Getabalew Endazenaw Bekele

“…The lowest vaccine acceptance patterns were reported in Addis Ababa.…”
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High Healthcare Utilization in Adolescents with Sickle Cell Disease Prior to Transition to Adult Care: A Retrospective Study by Julie Kanter, Menaka Bhor, Xin Li, Frank Li, Jincy Paulose

“…**Objectives:** To describe current treatment patterns, pain crises prevalence, SCD-related complications, and healthcare resource utilization (HCRU) in 16-to-18-year-old patients with SCD. …”
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LEGAL FRAMEWORK OF THE MINOR GUARDIANSHIP SYSTEM IN THE RUSSIAN EMPIRE IN THE XIX - EARLY XX CENTURIES USING THE EXAMPLE OF UFA PROVINCE by Timur T. Khasanov

“…The study allows us to identify patterns in the development of social assistance to minors and determine the importance of state and public initiatives in the formation of a child support system in the Russian Empire. …”
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The characteristic of poverty-alleviation behavioral strategies of the rural poor population and their relationship with socio-demographic factors by Yan Li, Jin-wei Zhu, Yong-quan Huo

“…ObjectiveThe primary objective of this study is to investigate the fundamental patterns and characteristics of poverty-alleviation behavior strategies among rural poor population. …”
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The Identification and Reservoir Architecture Characterization of Wandering Braided River in Nanpu 1-29 Area, Bohai Bay Basin by Xueqian Pang, Cheng Xue, Yangping Liu, Li Yin, Yufeng Gao, Yanshu Yin

“…The results showed two filling types of the braided channels, including sandy filling and muddy filling. The combination patterns of the channel bars and the braided channels could be divided into three types, namely, superimposed, standalone, and contact, and the contact type was the primary type. …”
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Comparative assessment of crises and recovery in the Romanian tourism market by Iuliana Tudose (Pop), Daniel Bulin, Luciana-Floriana Poenaru, Antonela Toma, Elena-Corina Cipu, Delia Popescu

“…The main question is: How do tourism demand and accommodation supply in the Romanian tourism sector respond to global shocks, and what patterns of resilience or vulnerability do these crises reveal? …”
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