Ensemble machine learning-based pre-trained annotation approach for scRNA-seq data using gradient boosting with genetic optimizer by Osama Elnahas, Waleed M. Ead, Yushan Qiu, Jian Lu

“…The problem of single-cell RNA annotation involves assigning meaningful labels or annotations to each cell in the scRNA-seq dataset, indicating its corresponding cell type, state, or biological function. Current annotation methods are often challenged by limited source data quality, sensitivity to batch effects, and poor adaptability to uncharacterized cell types. …”
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Ranking economic and environmental performance of feedstocks used in bio-based production systems by Dania Muhieddine Orfali, Samir Meramo, Sumesh Sukumara

“…Nonetheless, this designed data source is the first step for reliable feedstock selection based on sustainability criteria.…”
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“Breaches” in the VKP(b) Okrug Organization in the Summer of 1929 – Summer of 1930 (Based on the Materials of Vyatka Okrug of Nizhny Novgorod Krai) by Yuri N. Timkin

“…The article examines the formation and functioning of the Vyatka Okrug VKP(b) organization in 1929–30, when radical transformations began in the country, primarily in the socio-economic sphere. …”
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Presenting a model of political behavior based on the theory of shadow management in the public sector with a hybrid method by Ghorbanali Khazaei Pool, davood kiakojouri, Mohammad Javad Tghipourian

“…The statistical population of the research includes scientific articles, academic theses, and books selected by examining 167 sources, and finally 51 sources identified using a purposeful method of meta-synthesis were approved for analysis. …”
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IGFBP7 promotes the proliferation and differentiation of primary myoblasts and intramuscular preadipocytes in chicken by Wanzhuo Geng, Yulong Guo, Botong Chen, Xi Cheng, Shuohan Li, Mohammed Kamal Challioui, Weihua Tian, Hong Li, Yanhua Zhang, Zhuanjian Li, Ruirui Jiang, Yadong Tian, Xiangtao Kang, Xiaojun Liu

“…We then examined the expression patterns of IGFBP7 across different stages of proliferation and differentiation in CPMs and intramuscular preadipocytes via qPCR, and explored the biological functions of IGFBP7 through gain- and loss-of-function experiments and a range of techniques including qPCR, CCK-8, EdU, flow cytometry, Western blot, immunofluorescence, and Oil Red O staining to detect the proliferation, differentiation, and lipid deposition in CPMs and intramuscular preadipocytes. …”
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Antimicrobial peptides and proteins against drug-resistant pathogens by Yeji Wang, Minghui Song, Wenqiang Chang

“…These bioactive molecules, whether derived from natural sources, designed synthetically, or predicted using artificial intelligence, can induce lethal effects on pathogens by targeting key microbial structures or functional components, such as cell membranes, cell walls, biofilms, and intracellular components. …”
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Metaphorics and intertexts in the key text positions of political media discourse by V. O. Pareshneva

“…Metaphorical models of implementing the manipulative and predictive functions of the title viewed as a strong position of the text are considered as complex formations including intertextuality and precedent elements. …”
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Identification and assessment of threats to the financial security system of the state in the field of customs control by O.M. Petruk, Yu.S. Kostishin

“…The purpose of this article is to identify and assess threats to the financial security of the state in the customs sphere, the source of which is the inefficient functioning of the customs control mechanism. …”
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Rewiring the seizing brain: stem cell grafts as neuromodulatory architects in epilepsy therapy by Zijie Wang, Yanan Ma, Xiqi Hu, Ying Xia

“…First, technical details such as the cell source, processing, method of transplantation, and timing have yet to be standardized, leading to potential variability in efficacy and safety across different stem cell types. …”
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Methylenetetrahydrofolate Reductase Gene rs1801133 and rs1801131 Polymorphisms and Essential Hypertension Risk: A Comprehensive Analysis by Yingchao Fan, Liting Wu, Wenfang Zhuang

“…Similar associations were also found in subgroups defined by the source of controls and genotype methods. To our regret, based on the limited studies, no association was detected for rs1801131 polymorphism. …”
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The effect of boron mineral on energy metabolism and antioxidant activity in purebred arabian foals by Edanur Güler–Ekmen, İsmail Çağrı Yılmaz, Talat Güler, Derya Güler, Mehtap Özçelik

“… Boron mineral is reported to have important functions in lipid and energy metabolism, immune and endocrine systems, and brain activity, positively affecting performance. …”
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Features of the alpha-cell population organization in pancreas of spontaneously hypertensive rats (SHR) by T. V. Abramova, Yu. M. Kolesnyk

“…At the same time, glucagon-suppressive therapy is defined as the strategically main source of success of therapy for patients with type 2 diabetes mellitus. …”
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Substandard Language Phenomena in Artistic Discourse by Anzhelika V. Korolkova, Tatyana S. Novikova

“…The substandard is currently becoming a source of replenishment of the stylistically reduced layer of modern colloquial speech.…”
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HERGAI: an artificial intelligence tool for structure-based prediction of hERG inhibitors by Viet-Khoa Tran-Nguyen, Ulrick Fineddie Randriharimanamizara, Olivier Taboureau

“…It also demonstrated superior screening power compared to virtual screening schemes that used existing scoring functions. This model, named “HERGAI,” along with relevant input/output data and user-friendly source code, is available in our GitHub repository ( https://github.com/vktrannguyen/HERGAI ) and can be used to predict drug-induced hERG blockade, even on large data sets.…”
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Pathoadaptive Mutations of Escherichia coli K1 in Experimental Neonatal Systemic Infection. by Alex J McCarthy, David Negus, Patricia Martin, Catarina Pechincha, Eric Oswald, Richard A Stabler, Peter W Taylor

“…Only four single nucleotide polymorphisms (SNPs), in genes (gloB, yjgV, tdcE) or promoters (thrA) involved in metabolic functions, were found: no changes were detected in genes encoding virulence determinants associated with the invasive potential of E. coli K1. …”
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Improving Small Businesses Taxation in Agro-Industrial Sector by V. A. Tsvetkov, O. D. Protsenko, M. N. Dudin, N. V. Lyasnikov

“…Possible solutions have been outlined: selective, regarding improving taxation, and system, regarding optimising the institutional environment. …”
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Bird response to intercropping switchgrass within a loblolly pine plantation by Craig Marshall, Samuel K. Riffell, Darren A. Miller, JoVonn G. Hill, Kristine O. Evans, Scott A. Rush

“…ABSTRACT Global interest in alternative, renewable energy sources has led to the development of novel land‐use practices and techniques aimed at maximizing energy production while also minimizing environmental, economic, and societal costs. …”
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On-Chip Beam Splitting Strategies Based on SWG Assisted Directional Coupler for 850 nm Optical Coherence Tomography - A Numerical Study by Yue Dong, Jinye Yang, Yin Xu, Bo Zhang, Yi Ni

“…The bandwidth of the SWG assisted DC is maximized to 110 nm by selecting appropriate SWG geometries including its duty cycle and period. …”
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Multi-wavelength optical information processing with deep reinforcement learning by Qiuquan Yan, Hao Ouyang, Zilong Tao, Meili Shen, Shiyin Du, Jun Zhang, Hengzhu Liu, Hao Hao, Tian Jiang

“…In systems based on dispersion compensating fiber, micro-ring resonator array, and Mach-Zehnder interferometer array that use multi-wavelength optical carriers as the light source, the DRC method enables the completion of the corresponding signal processing functions within 21 iterations. …”
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Open Science Alternatives to Scopus and the Web of Science: A Case Study in Regional Resilience by Irina D. Turgel, Olga A. Chernova

“…Since scientometric databases were developed in different contexts, they are characterized by structural and functional heterogeneity, which complicates their comparison. …”
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