Algorithm reality – intentionality and instrumentality by  V. Е. Kukel

“…The findings of the study suggest that the algorithm functions not only as a technical tool but also as a practice of rationality. …”
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A graphical pipeline platform for MRS data processing and analysis: MRSpecLAB by Ying Xiao, Ying Xiao, Antonia Kaiser, Matthias Kockisch, Alex Back, Robin Carlet, Xinyu Liu, Xinyu Liu, Zhiwei Huang, André Döring, Mark Widmaier, Lijing Xin

“…It also serves as a platform offering standardized pipelines while allowing users to integrate in-house functions for additional flexibility. Importantly, MRSpecLAB is envisioned as an open platform beyond the MRS community, bridging the gap between technical experts and practitioners. …”
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Pyroptosis drives tumor progression and immune evasion in Hepatocellular Carcinoma: a single-cell and spatial transcriptomic study by Siyu Tao, Yunhao Yang

“…Functional analyses, including Gene Ontology (GO), KEGG, and GSVA, were conducted to explore biological pathways. …”
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Analyses of the mechanism and therapeutic targets of senescence related genes in ischemic stroke with multi-omics approach by Nanding Li, Shanquan Jing, Kang An, Bo Jia, Yingjie Han, Zan Wang, Chengcai Li, Xiaole Li, Jiwei Wang, Wei Liu, Conghui Li

“…After normalizing GSE22255 and GSE58294 datasets, we systematically identified aging-related differentially expressed genes (DEGs). Functional annotation via Gene Set Enrichment Analysis (GSEA) and machine learning-driven Weighted Gene Co-expression Network Analysis (WGCNA) identified core genetic signatures validated in the GSE16561 cohort. …”
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A Review on Biomedical Applications of Plant Extract-Mediated Metallic Ag, Au, and ZnO Nanoparticles and Future Prospects for Their Combination with Graphitic Carbon Nitride by Priyanka Panchal, Protima Rauwel, Satya Pal Nehra, Priyanka Singh, Mamta Karla, Glemarie Hermosa, Erwan Rauwel

“…Ag nanoparticles (Ag-NPs) exhibit strong antibacterial activity; Au nanoparticles (Au-NPs) are seen as a promising carrier for drug delivery and diagnostics because of their easy functionalization and biocompatibility; and ZnO nanoparticles (ZnO-NPs), on the other hand, produce reactive oxygen species (ROS) that kill microorganisms effectively. …”
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Unraveling C-to-U RNA editing events from direct RNA sequencing by Adriano Fonzino, Caterina Manzari, Paola Spadavecchia, Uday Munagala, Serena Torrini, Silvestro Conticello, Graziano Pesole, Ernesto Picardi

“…RNA editing has a plethora of biological functions, and its deregulation has been associated with various human disorders. …”
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Families’ experiences of receiving adult- and pediatric-onset genetic results by Jessica Goehringer, Tracey Leitzel, Muki Kunnmann, Alyson E. Floyd, Sean O’Dell, Jessica Mozersky, Alanna Kulchak Rahm, Adam H. Buchanan

“…Potential harms include distress, discrimination, loss of future autonomy, or family functioning changes. The Pediatric Reporting of Genomic Results Study (PRoGRESS) explores outcomes of disclosing pediatric- and adult-onset genomic findings to families in an observational trial. …”
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Research of transformation changes in the noncommercial organizations’ management process in the conditions of military aggression by Olena Kanishchenko, Nataliia Chupryna, Hanna Dotsenko, Vira Zhuravel, Mariia Khudomaka

“…The organizational and logistical transformation of the educational process is one of the components of the effective functioning of educational institutions that cannot work on their territory as a result of the military actions of the Russian Federation. …”
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Assessing Nutritional Balance and Its Influence on Physical Activity and Performance Among University Sports Students by Hocine ASLI, Adel BELKADI, Nouria BENNAMA, Bendhiba DJOURDEM

“…This imbalance may adversely affect physical performance and cognitive functions. A balanced diet that meets nutritional standards is crucial for optimizing both learning and physical performance. …”
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Arabic Language Curriculum as a Foundation for Strengthening Religious Education in Public Higher Education by Abd Aziz Rekan, Hafeezur Rahman Howell, Muhamad Nasir Mohamad Salleh, Nurhasfirah Rosin, Tabrani ZA, Muhammad Anas Ma`arif, Mohamad Azrien Mohamed Adnan

“… Purpose – This study was conducted to examine the implementation of the Arabic Language Program (ALP) and to explore how Arabic functions as a foundational medium for the acquisition of Islamic knowledge at a public higher education institution in Malaysia. …”
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A qualitative study exploring depressed participants’ experiences of receiving Augmented Depression Therapy (ADepT) by Rebecca Watson, Kim A Wright, Nigel Reed, Barney Dunn, Emily Widnall, Kalliopi Demetriou, Laura Warbrick, Katie Marchant, Nicole Geschwind, Isabella Magner-Parsons, Rachel Barter

“…Helpful aspects of therapy were a positive therapeutic bond, the structure and flow of therapy scaffolding the learning journey, the tools and techniques of therapy helping building wellbeing and booster sessions supporting long-term recovery. …”
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Short Medical Missions During Wartime: The Sudanese American Medical Association’s Experience in Sudan in 2024 by Mohamed Almahal, Mohamed Ahmed, Omer Abdalla, Omnia Sharef, Salaheldin Abusin, Yasir Hamad, Amir Elhassan, Sami Abd Elwahab

“… Background: The armed conflict that erupted in Sudan in April 2023 has severely disrupted the country’s healthcare system, displacing millions and straining the already fragile health infrastructure. Port Sudan, now functioning as the de facto capital, has experienced a significant population surge. …”
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Influencing Factors on the Sports Business: United Nations Sustainable Development Goals Approach through Championship Sports by Makki Mohmmed Safi, Rasool Nazari, Hassanin Abdul Wahed Abbas, Khosro Jalai Dehkordi

“…This will help establish a stable framework for elite sports in Iraq, providing positive internal and external functions.Originality: The innovation of this article focuses on the role of championship sports in achieving the United Nations Sustainable Development Goals.…”
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Context-Aware Gene Embedding Pipeline (CGEP): An Accessible, Regulatory-Region-Inclusive Embedding Framework for Interpretable Disease-Agnostic Prediction by Twaha Ahmed Minai, Zubair Ahmed Shaikh, Asim Imdad Wagan, M. Kamran Azim, Syed Muhammad Muaz, Muhammad Shoaib Siddiqui

“…In this study, we propose a novel Gene Embedding Pipeline (CGEP) designed to address critical limitations in genomic deep learning by integrating both functional and regulatory genomic contexts. …”
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Leveraging large language models to predict antibody biological activity against influenza A hemagglutinin by Ella Barkan, Ibrahim Siddiqui, Kevin J. Cheng, Alex Golts, Yoel Shoshan, Jeffrey K. Weber, Yailin Campos Mota, Michal Ozery-Flato, Giuseppe A. Sautto

“…Recent advancements in machine learning (ML) and artificial intelligence (AI) have shown significant promise in revolutionizing antibody discovery field. …”
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IL-6-Inducing Peptide Prediction Based on 3D Structure and Graph Neural Network by Ruifen Cao, Qiangsheng Li, Pijing Wei, Yun Ding, Yannan Bin, Chunhou Zheng

“…Most existing methods for predicting IL-6-induced peptides use traditional machine learning methods, whose feature selection is based on prior knowledge. …”
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Atypical clinical manifestations and genotype-phenotype correlations of neurofibromatosis type 1 by R. N. Mustafin

“…Therefore, the role of modifier genes and epigenetic factors in the pathogenesis of NF1 is assumed, since the neurofibromin protein has a complex structure with several functional domains. It has been shown that the severity of the tumor syndrome is influenced by the methylation characteristics of NF1 gene and adjacent areas. in addition, NF1 gene is associated with a variety of microRNAs. therefore, targeted therapy aimed at specific non-coding RNAs to restore normal expression of NF1 gene can become a promising treatment for NF1.…”
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Explainable AI-driven assessment of hydro climatic interactions shaping river discharge dynamics in a monsoonal basin by Prashant Parasar, Akhouri Pramod Krishna

“…This study presents an interpretable deep learning framework for daily river discharge forecasting in the Subarnarekha river basin (SRB), integrating Kolmogorov Arnold networks (KAN) with Shapley additive exPlanations (SHAP). …”
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Entrepreneurial Abilities and Business Performance: Enacting Business Survival Paradigm from Electronics Informal Market, Nigeria by Adebanji Adejuwon William Ayeni

“…In today’s evolving society, meaningful development cannot be fully realized without acknowledging the vital role of the electronics sector, especially as it functions within informal markets. These markets have become more than just centers of commerce; they serve as informal learning grounds where many young people acquire entrepreneurial skills, develop resilience, and find alternatives to social vices. …”
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Enhanced Dung Beetle Optimizer-Optimized KELM for Pile Bearing Capacity Prediction by Bohang Chen, Mingwei Hai, Gaojian Di, Bin Zhou, Qi Zhang, Miao Wang, Yanxiu Guo

“…In response to the need for rapid and precise predictions of pile bearing capacity, this study introduces a kernel extreme learning machine (KELM) prediction model optimized through a multi-strategy improved beetle optimization algorithm (IDBO), referred to as the IDBO-KELM model. …”
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