Identification of Alzheimer’s disease biomarkers and their immune function characterization by Mingkai Lin, Yue Zhou, Peixian Liang, Ruoyi Zheng, Minwei Du, Xintong Ke, Wenjing Zhang, Pei Shang

“…Material and methods Based on bulk RNA-seq (GSE122063 and GSE97760), we screened potential biomarkers for AD by differential expression analysis and machine learning algorithms. Then, we elaborated the expression characteristics and immune functions of the above biomarkers by scRNA-seq (single-cell RNA sequencing) data analysis (GSM4996463 and GSM4996462) and immune infiltration analysis. …”
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Uncovering latent biological function associations through gene set embeddings by Yuhang Huang, Fan Zhong, Lei Liu

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Retracted: Data Analysis of Ceramic Material Color Matching Collection Points in Furniture Design Based on the Image Difference Prediction Model by Journal of Function Spaces

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Functional design of organizational structures in project management by А. А. Tikhomirov

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The Use and Functions of Discourse Markers in EFL Classroom Interaction by Claudia Marcela Chapetón Castro

“…A qualitative analysis reveals that discourse markers fulfill a number of textual and interpersonal functions which may contribute greatly to the coherent and pragmatic flow of the discourse generated in classroom interaction.…”
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Robust Discontinuity Indicators for High-Order Reconstruction of Piecewise Smooth Functions by Yipeng Li, Qiao Chen, Xiangmin Jiao

“…The accurate reconstruction of piecewise continuous functions on meshes is challenging due to potential spurious oscillations—namely the <i>Gibbs phenomenon</i>—especially for high-order methods. …”
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Novel Data-Driven PDF Modeling in FGM Method Based on Sparse Turbulent Flame Data by Guihua Zhang, Jiayue Liu, Yuxin Wu, Guangxi Yue

“…The effectiveness of data fusion is demonstrated by comparative analysis between single-dataset and fused-dataset models. …”
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Associations of Voice Metrics with Postural Function in Parkinson’s Disease by Anna Carolyna Gianlorenço, Valton Costa, Walter Fabris-Moraes, Paulo Eduardo Portes Teixeira, Paola Gonzalez, Kevin Pacheco-Barrios, Ciro Ramos-Estebanez, Arianna Di Stadio, Mirret M. El-Hagrassy, Deniz Durok Camsari, Tim Wagner, Laura Dipietro, Felipe Fregni

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Automatic Receiver Function Picking Using Fuzzy C‐Means Clustering by Neng Xiong, Fenglin Niu, Hongrui Qiu, Yuyan Liu, Wenpei Miao

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Development of Recurrent Neural Networks for Thermal/Electrical Analysis of Non-Residential Buildings Based on Energy Consumptions Data by Elisa Belloni, Flavia Forconi, Gabriele Maria Lozito, Martina Palermo, Michele Quercio, Francesco Riganti Fulginei

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Purpose in life and lung function: an individual-participant meta-analysis of six cohort studies by Angelina R. Sutin, Yannick Stephan, Martina Luchetti, Justin Brown, Tiia Kekäläinen, André Hajek, Brice Canada, Sébastien Kuss, Antonio Terracciano

“…It is unknown whether it is related to lung function, a key marker of health and longevity. We evaluate the replicability and generalizability of the cross-sectional association between purpose in life and lung function and whether purpose in life is associated with lower risk of developing poor lung function over time. …”
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<i>Quercus cerris</i> Leaf Functional Traits to Assess Urban Forest Health Status for Expeditious Analysis in a Mediterranean European Context by Luca Quaranta, Piera Di Marzio, Paola Fortini

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A deep neural network for adaptive spatial smoothing of task fMRI data by Zhengshi Yang, Xiaowei Zhuang, Mark J. Lowe, Dietmar Cordes, Dietmar Cordes

“…Over the past decade, functional magnetic resonance imaging (fMRI) has emerged as a widely adopted in vivo imaging technique for examining neural activity in the brain. …”
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THE RUSSIAN REGISTRY OF RITUXIMAB. ANALYSIS OF THE EFFICIENCY OF THERAPY AND THE FUNCTIONAL STATEOF PATIENTS WITH RHEUMATOID ARTHRITIS by Vera Nikolayevna Amirdzhanova, D V Goryachev, G V Lukina, K Kh Kuzikyants, E L Nasonov

“…Objective: To evaluate the functional status of patients with rheumatoid arthritis (RA) receiving two courses of rituximab (RTМ) therapy and its efficiency from the Russian registrys data. …”
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Six-year transition patterns of activities of daily living in octogenarians: Tokyo oldest old in total health study by Yusuke Osawa, Yukiko Abe, Michiyo Takayama, Yasumichi Arai

“…Abstract Background With global super-aging, understanding the longitudinal changes in activities of daily living (ADLs) among older adults is critical for maintaining their functional independence, particularly in later life. …”
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Analysis of the PointNet neural network architecture by L. A. Shchenyavskaya, D. A. Gura, R. A. Dyachenko

“…A unified approach has been applied to solving various 3D recognition problems, ranging from object classification, detail segmentation to semantic scene analysis. Result. A comparative analysis of the classification of 2d and 3d objects was carried out, the layers and functions through which classification occurs were studied in detail. …”
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Characterization of Neural Interaction During Learning and Adaptation from Spike-Train Data by Liqiang Zhu, Ying-Cheng Lai, Frank C. Hoppensteadt, Jiping He

“…The present paper gives a detailed account of thisprocedure and its applicability to spike-train data in terms ofthe hypotheses, theory, computational methods, control test, andextensive analysis of experimental data.…”
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THE PREDICTIVE VALUE OF THE INDEX BAEVSKY AND ITS RELATIONSHIP WITH CLINICAL AND FUNCTIONAL DATA IN PATIENTS WITH ISCHEMIC HEART DISEASE by G. A. Nagaeva, R. D. Kurbanov, N. P. Yuldashev, N. B. Mirzaliyeva

“…Also in 4gr. patients, lipid profile, in comparison with those in groups 1-3, were slightly lower and atherogenic index (AI) - was the smallest. Analysis of the echocardiographic parameters, in addition to the relative left ventricular dilatation, testified about reducing the contractile function of the heart muscle, and a more severe diastolic dysfunction in patients 4gr. …”
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THE OUTCOMES OF FUNCTIONING OF THE UNIFIED SYSTEM OF INDIVIDUAL DOSE CONTROL OF THE RUSSIAN FEDERATION CITIZENS BASED ON THE 2015 DATA by A. N. Barkovsky, R. R. Akhmatdinov, N. K. Baryshkov, A. A. Bratilova, T. A. Kormanovskaya, S. I. Kuvshinnikov, L. V. Repin, I. P. Stamat, O. E. Tutelyan

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THE RESULTS OF FUNCTIONING OF THE UNIFIED SYSTEM OF INDIVIDUAL DOSE CONTROL OF THE RUSSIAN FEDERATION CITIZENS BASED ON THE 2017 DATA by A. N. Barkovsky, R. R. Akhmatdinov, R. R. Akhmatdinov, N. K. Baryshkov, A. M. Biblin, A. A. Bratilova, V. E. Zhuravleva, T. A. Kormanovskaya, S. I. Kuvshinnikov, I. K. Romanovich, A. G. Sivenkov, O. E. Tutelyan, A. G. Tsovyanov

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