Cellular interactions and Ion channel signatures in atrial fibrillation remodeling: insights from single-cell analysis and machine learning by Bin He, Yan Cheng, Juan Wang, Ya Zhan, YanQun Liu

“…Additionally, a cell-cell interaction analysis was performed using the CellChat package, and biological function and pathway enrichment analyses were done using GO, KEGG and GSEA pathways. …”
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Multi-Modal Analysis of Satellite Cells Reveals Early Impairments at Pre-Contractile Stages of Myogenesis in Duchenne Muscular Dystrophy by Sophie Franzmeier, Shounak Chakraborty, Armina Mortazavi, Jan B. Stöckl, Jianfei Jiang, Nicole Pfarr, Benedikt Sabass, Thomas Fröhlich, Clara Kaufhold, Michael Stirm, Eckhard Wolf, Jürgen Schlegel, Kaspar Matiasek

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Outcome analysis after cephalomedullary nail implantation in older adults and elderly patients with per-, sub- or intertrochanteric femur fractures by Alexander Blümke, Adaugo Okoro, João Pinheiro, Maximilian Mellinghoff, Daniel Kühlwein, Aditya Vadgaonkar, Frederic Bludau, Andreas Schilder, Svetlana Hetjens, Michael Hackl, Sascha Gravius, Ali Darwich

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Application of multi-objective decision-making based on entropy weight-TOPSIS method and RSR method in the analysis of orthopedic disease by Deyu An, Nan Wang

“…Abstract In the era of medical big data, the analysis of orthopedic disease types demands precision and multi-dimensional insight. …”
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Mangrove Habitat Structure of Mud Crabs (Scylla serrata and S. olivacea) in the Bee Jay Bakau Resort Probolinggo, Indonesia by Audina Putri, Dietriech Geoffrey Bengen, Neviaty Putri Zamani, Ummu Salma, Novian Prahandhy Kusuma, Nanda Tiara Diningsih, Sonja Kleinertz

“…Conducting studies on the biological interactions of mud crabs in mangrove habitats can be one of the future conservation approaches. Accordingly, an analysis of the functional relationships between Scylla spp. abundance and the respective mangrove habitat have to be carried out. …”
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Transparency of social-economic determinants in developing the efficient public healthcare system by Svitlana Kolomiiets, Anna Buriak, Maksym Fritsak

“…The bibliometric analysis of big data provides us with those necessary research results that cannot be obtained without special tools. …”
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Comparative analysis of surgical treatment of rhegmatogenous retinal detachment with lower localization of breaks with tamponade of the vitreal cavity by gas or silicone by A.A. Shpak, I.M. Gorshkov, D.O. Shkvorchenko, A.V. Yukhananova

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Molecular Structure, NMR, HOMO, LUMO, and Vibrational Analysis of O-Anisic Acid and Anisic Acid Based on DFT Calculations by R. Mathammal, N. Jayamani, N. Geetha

“…The fundamental vibrational frequencies and intensity of vibrational bands were evaluated using density functional theory (DFT) with standard B3LYP/6-31G** method and basis set combinations. …”
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Early childhood trauma and its long-term impact on cognitive and emotional development: a systematic review and meta-analysis by Linlin Fan, Tinghu Kang

“…Random-effects meta-analysis and subgroup analyses (processing speed, attention, working memory, emotion regulation, executive function) were conducted using R software.Results Childhood trauma was associated with significant deficits in: Attention (SMD = 2.37, 95% CI: [5.75, 10.50]) Working memory (SMD = 3.55, 95% CI: [2.18, 9.28]) Emotion regulation (SMD = 1.25, 95% CI: [1.12, 3.62]) Executive function (SMD = 1.61, 95% CI: [0.06, 3.28]) Processing speed showed smaller deficits (SMD = −0.48, 95% CI: [−1.91, 0.94]). …”
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Survival outcomes and prognostic factors of breast cancer spinal metastases: a retrospective study by Panpan Hu, Xin Wu, Yan Li, Feng Wei, Shengxin Zeng, Yu Xiao, Xiaoguang Liu, Zhongjun Liu

“…These patients underwent surgery-based multidisciplinary treatment. Collected data included demographics, pathologies, symptoms, surgery-related data, adjuvant therapies, postoperative events, and survival data. …”
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Management аccounting: What is subject to digital transformation? by O. E. Mikhnenko, V. N. Salin

“…The authors in the course of the research analyze the current state of management accounting and prove that only a factor information model is able to ensure the implementation of the functions of the actual management of the object, allowing observation based on operational, technical, accounting, statistical and data integration requirements. …”
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A multiresolution analysis of NeoFisher effects in industrialized economies: Have monetary policy dynamics being misconstrued in the west? by Andrew Phiri

“…We focus on the USA, UK, and EU and apply wavelet coherence analysis to examine the time–frequency lead–lag comovements on data spanning from January 2007 to March 2023. …”
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Change Narratives That Elude Quantification: A Mixed-Methods Analysis of How People with Chronic Pain Perceive Pain Rehabilitation by Timothy H. Wideman, Alice Boom, Jennifer Dell’Elce, Kate Bergeron, Janick Fugère, Xiangying Lu, Geoff Bostick, Heather C. Lambert

“…Descriptive quantitative data was used to further characterize the sample. …”
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Fuzzy Masks for Correlation Matrix Pruning by Adam Dudas, Alzbeta Michalikova, Roman Jasek

“…Among statistical methods used in data analysis processes, correlation analysis holds one of the most significant places. …”
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Association between arthropathies and postpartum hemorrhage: a bidirectional Mendelian randomization study by Zhao Wu, Chengyu Yuan, Xue Peng, Xue Peng

“…This study aims to explore its connection to postpartum hemorrhage (PPH) through Mendelian randomization (MR) analysis.MethodsThe study used GWAS data from the IEU OpenGWAS database for PPH and arthropathies. …”
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Analysis of Unsatisfied Readers’ Requests as a Way to Manage the Quality of Library Collections Formation (on the example of SPSTL SB RAS) by G. M. Vikhreva, O. P. Fedotova, T. V. Bakhtejeva

“…In the course of work, the authors used scientific methods of analysis and generalization both of theoretical elaborations and library statistical data. …”
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Social media interaction and built environment effects on urban walking experience: A machine learning analysis of Shanghai Citywalk. by Xingrui Chen, Yu Sun, Filzani Illia Binti Ibrahim, Myzatul Aishah Binti Kamarazaly, Siti Norzaini Binti Zainal Abidin, Suqiu Tang

“…From the perspective of virtual-physical interaction, this study integrates social media data with geospatial information, utilizing machine learning methods and spatial statistical analysis to explore the multidimensional driving mechanisms and complex relationships affecting the emotional experiences of Citywalk participants. …”
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Comparison of Therapeutic Effects of Different Rehabilitation Methods on Patients Undergoing Total Knee Arthroplasty: A Network Meta‐Analysis of Randomized Controlled Trials by Zhaokai Jin, Yi Tang, Hua Huang, Lei Chen, Zhongyi Zhang, Tianyou Ma, Zhengming Wang, Hai Su, Haojing Zhou, Shuaijie Lv, Peijian Tong

“…A Bayesian network meta‐analysis (NMA) was carried out for calculating standardized mean difference (SMD) and the surface under cumulative ranking curve (SUCRA) of improvement of knee joint function after TKA by different rehabilitation methods. …”
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Reduction of Spike-like Noise in Clinical Practice for Thoracic Electrical Impedance Tomography Using Robust Principal Component Analysis by Meng Dai, Xiaopeng Li, Zhanqi Zhao, Lin Yang

“…To address this issue, we propose a robust Principal Component Analysis (RPCA)-based approach that models EIT data as the sum of a low-rank matrix and a sparse matrix. …”
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Efficacy of selenium supplementation for patients with Graves' hyperthyroidism during methimazole treatment: protocol for a systematic review and meta-analysis by Mingxing Li, Shuo Yuan, Qing Wen

“…Most studies have shown that the level of selenium is closely related to the occurrence and development of thyroid diseases, and selenium supplementation can help improve thyroid function. This study aims to evaluate the efficacy of selenium supplementation for patients with Graves' hyperthyroidism during methimazole treatment.Methods and analysis We will search the electronic databases including PubMed, Web of Science, Embase, the Cochrane Library, China National Knowledge Infrastructure, Wanfang Data and Chinese Biomedical Literature, and the time was deadline to December 2023. …”
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