Heterogeneous transfer learning model for improving the classification performance of fNIRS signals in motor imagery among cross-subject stroke patients by Jin Feng, YunDe Li, ZiJun Huang, Yehang Chen, SenLiang Lu, RongLiang Hu, QingHui Hu, YuYao Chen, XiMiao Wang, Yong Fan, Jing He

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A Comprehensive Review of Free Radicals, Oxidative Stress, and Antioxidants: Overview, Clinical Applications, Global Perspectives, Future Directions, and Mechanisms of Antioxidant... by Sefren Geiner Tumilaar, Ari Hardianto, Hirofumi Dohi, Dikdik Kurnia

“…This could support new discoveries based on various herbal medicines and in addition, the functional effectiveness of flavonoids as antioxidants against free radicals. …”
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Systematic Literature Review on the Utilization of Tuber Crop Skins in the Context of Circular Agriculture by Aziz Caliskan, Norhidayah Abdullah, Noriza Ishak, Divine Senanu Ametefe, Imene Tatar Caliskan

“…Method: A rigorous review protocol was applied to analyze 26 articles sourced from ScienceDirect and Web of Science. The selection criteria focused on works that explore the application of tuber crop skins in various domains, ensuring a comprehensive coverage of the subject matter. …”
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Development of a 1.0 KVA Fuelless Generator by Blessing Ngozi Goodluck Aliemeke, Munirat Abdullawal Momoh, Mercy Onoshioze Asekhome, Christian Azuka Anani, Afoke Chief Vincent

“…Comprehensive performance testing validated the functionality and reliability of the developed generator under various load conditions. …”
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Identification of a PANoptosis-related gene signature reveals therapeutic potential of SFRP2 in pulmonary arterial hypertension by Li Li, Mukamengjiang Juaiti

“…Feature genes were identified through weighted gene co-expression network analysis (WGCNA), least absolute shrinkage and selection operator (LASSO), and random forest (RF) algorithms, with validation performed on external datasets. …”
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A Method for Early Identification of Vessels Potentially Threatening Critical Maritime Infrastructure by Miroslaw Wielgosz, Marzena Malyszko

“…Data on vessels collected from various sources are processed according to the criteria adopted by the authors, using a multi-criteria decision analysis (MCDA) approach. …”
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The Role of Social Media in Promoting Volunteer Initiatives and Shaping Communities by Iefimova Ganna V., Pashchenko Kseniia O.

“…The methodological basis of the research is an interdisciplinary approach that combines content analysis of social platforms, study of successful volunteer initiatives, and analysis of literary sources. An analysis of the functions of various social media in the context of informing, engaging the audience, and building trust has been carried out. …”
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Features of the microelement composition of saliva in patients with diabetes mellitus by A. M. Imanov, Y. A. Mazur, E. M. Kakabadze

“…A number of studies published in periodic specialized scientific journals contain data confirming the possibility of using saliva in diagnosing the functional state of patients with diabetes mellitus. …”
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Prospects for the Integration of Google Trends Data and Official statistics to Assess social Comfort and Predict the Financial situation of the Population by M. V. Shakleinaa, M. I. Volkova, K. I. Shaklein, S. R. Yakiro

“…Google Trends data analysis methods are based on the development of an integrated approach to the semantic search for information about the components of social comfort, which reduces the share of author’s subjectivity; methodology of primary processing, considering the principles of comparability, homogeneity, consistency, relevance, description of functions and models necessary for the selection and adjustment of search queries. …”
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Liver cancer-specific prognostic model developed using endoplasmic reticulum stress-related LncRNAs and LINC01011 as a potential therapeutic target by Xiao Du, Ning Wei, Anqi Wang, Guoping Sun

“…Drug sensitivity varied between the risk groups. LINC01011 was selected for functional assays. Colony formation assay and CCK-8 assay revealed that silencing LINC01011 suppressed liver cancer cell proliferation. …”
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THE POSSIBILITY OF USING INTERNATIONAL EXPERIENCE IN MICRO-CREDIT FOR SMALL AND MEDIUM-SIZED INDUSTRIAL ENTERPRISES by I. N. Klyukin

“…At the same time, the main focus of the use of public resources should not be the selection of direct investments, and insurance and the provision of state guarantees for loan repayment.The article is addressed to specialists in the field of financial and credit relations, persons engaged in entrepreneurial activities, as well as everyone who is interested in this subject.…”
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Rehabilitation impact indices and their independent predictors: a systematic review by Amardeep Thind, Gerald Choon-Huat Koh, Robert Petrella, Cynthia Huijun Chen

“…Objectives To (1) identify all available rehabilitation impact indices (RIIs) based on their mathematical formula, (2) assess the evidence for independent predictors of each RII and (3) propose a nomenclature system to harmonise the names of RIIs.Design Systematic review.Data sources PubMed and references in primary articles.Study selection First, we identified all available RII through preliminary literature review. …”
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Vitamin K1 and K2: Biochemistry, Clinical Significance, and Therapeutic Potential in Human Healt by Michał Wycik, Michał Szczupak, Anna Maria Modzelewska

“… Vitamin K, encompassing phylloquinone (K1) and menaquinones (K2), is essential not only for coagulation but also for various extra-hepatic functions. This review summarizes current knowledge on the biological roles, absorption mechanisms, clinical relevance, and therapeutic implications of vitamins K1 and K2, with particular emphasis on their functions beyond hemostasis. …”
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Comparative Genomic and Transcriptomic Analysis Provides New Insights into the Aflatoxin B₁ Biodegradability by <i>Kocuria rosea</i> from Deep Sea by Jingying Wang, Jun Nan

“…In addition, this study revealed 1421 differentially expressed genes and 752 upregulated genes between the aflatoxin group and the control group through transcriptome analysis and conducted functional annotation and analysis of functional enrichment. …”
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Metagenomic analysis reveals methanogenic and other archaeal genes in the digestive tract of invasive Japanese beetle larvae and associated soil by Helena Avila-Arias, Michael E. Scharf, Ronald F. Turco, Diego J. Jiménez, Audrey Simard, Douglas S. Richmond

“…The presence of the same archaeal features in both soil and JB midgut suggests that the JB midgut archaeome may be environmentally sourced, with more tailored selection of the archaeome occurring in the JB hindgut. …”
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Aesthetics of design adaptation in the Ornaments of the Prophet’s kiswah by Habeeb Daher Kasar, Wissam Kamel Abdel Amir

“…As well as a list of sources. …”
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“Text of Culture” as a Category of Cultural Philosophy: from Semiotic Theory to Research Practice by E. N. Shatova

“…Its necessary categorization opens perspectives for the development of procedures of semiotic analysis of artifact as the “text of culture”, and for the interpretation of its semiosis, taking into account the mechanisms of functioning of immanent structures. The most important direction of cultural-philosophical analysis of the cultural text is its semiosis, which is treated as the sign functioning of the artifact-text within the boundaries of an open system that is culture as “one”.Conclusion. …”
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Thermomechanical and Photophysical Properties of Crystal-Violet-Dye/H2O Based Dissolutions via the Pulsed Laser Photoacoustic Technique by Vicente Torres-Zúñiga, Rosalba Castañeda-Guzmán, Santiago J. Pérez-Ruiz, Omar G. Morales-Saavedra

“…An appropriate processing of the photoacoustic signals allows an adequate data analysis of the generated waves within the system, providing an accurate determination of the speed of sound as function of the dye-concentration. The acoustic attenuation was calculated based on the distance of the two PZT-microphones to an acoustic-source point and performing linear-fitting of the experimental data (RMS-amplitudes) as function of the dye-concentration. …”
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Sensing the Changes in Stratum Corneum Using Fourier Transform Infrared Microspectroscopy and Hyperspectral Data Processing by Krzysztof Banas, Agnieszka M. Banas, Giorgia Pastorin, Ngai Mun Hong, Shikhar Gupta, Katarzyna Dziedzic-Kocurek, Mark B. H. Breese

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Intranasal administration of stem cell derivatives for the treatment of AD animal models: a systematic review and meta-analysis by Zilin Hua, Nan Zhou, Zijing Zhou, Zewei Fu, Ruiyun Guo, Herman Yao Akogo, Jiayin Yang, Meixuan Yu, Yujie Jiang, Siyi Lan, Haixia Chang, Jun Ma, Huixian Cui

“…Subgroup analyses indicated that stem cell source, stem cell derivative types and Aβ detection method were not primary drivers of heterogeneity. …”
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