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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Recombinant Tissue Plasminogen Activator Induces Neurological Side Effects Independent on Thrombolysis in Mechanical Animal Models of Focal Cerebral Infarction: A Systematic Review... by Mei-Xue Dong, Qing-Chuan Hu, Peng Shen, Jun-Xi Pan, You-Dong Wei, Yi-Yun Liu, Yi-Fei Ren, Zi-Hong Liang, Hai-Yang Wang, Li-Bo Zhao, Peng Xie

“…Subgroup analysis, meta-regression and sensitivity analysis were performed to explore sources of heterogeneity. Funnel plot, Trim and Fill method and Egger's test were obtained to detect publication bias.…”
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Regularities of the Natural Evolution of the Proliferative Process in Diabetic Retinopathy. The Concept of Remission of Proliferative Diabetic Retinopathy by S. V. Sdobnikova

“…Therefore, the scale reflecting the stages of evolution of newly formed vessels and the scale of severity reflecting the degree of threat to visual functions in PDR cannot be identical. Since the development and regression of neovessels is a reflection of multidirectional processes, the identification of the phase of PDR evolution is fundamental in the formation of research design. …”
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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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IRRADIATION EFFECT ON PEROXIDATION INDEX ON OKARABASED SOYBEAN FLOUR by Ana Paula Nunes

“…We conclude that this product with excellent nutritional attributes about the commercial flour, we must apply a different methodology to detect any radiation damage on lipid compounds.…”
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Assessment of the nutritional constituents of Elaeis Guineensis Jacq exudates from different States of Nigeria by FI Obahiagbon, GE Ilori, JO Erhabor

“…The concentration of potassium was high in all the samples irrespective of their sources. The exudates could be classified as a rich source of nutrients that are needed in man, as some of the nutrients act as sources of energy, body builders, components of body organs and tissues, coenzymes and play notable roles in biochemical functions and deficiency diseases. …”
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Direction of Arrival Estimation Based on the Multistage Nested Wiener Filter by Xiaodong He, Bin Tang

“…The computation of the proposed method is simple, and the number of detectable signal sources could exceed the number of antenna elements.…”
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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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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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Bioactive components derived from bovine milk by Katarina Lisak Jakopović, Irena Barukčić, Rajka Božanić

“…In recent years, functional foods and bioactive components in foods have drawn a lot of attention as well as interest of food scientists, nutritionists, health professionals, and consumers. …”
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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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Therapeutic Efficacy of Flavonoids in Allergies: A Systematic Review of Randomized Controlled Trials by Poliana Guiomar de Almeida Brasiel, Fernanda Verdini Guimarães, Patrícia Machado Rodrigues, Dumith Chequer Bou-Habib, Vinicius de Frias Carvalho

“…Systematic review. Data Sources. MEDLINE/PubMed, Scopus, Web of Science, and Embase databases were searched from inception to September 2021. …”
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Comparing soil microbial diversity in smallholder plantain backyard gardens and main farms in Western and Central Africa by Manoj Kaushal, Yao Adjiguita Kolombia, Amos Emitati Alakonya, Cargele Masso

“…Beneficial genera such as Bacillus, Streptomyces, Bradyrhizobium, and Paenibacillus were also detected. Functional predictions based on COG and KEGG databases indicated notable differences in microbial functional potential between the two settings. …”
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