Development of an Artificial Neural Network-Based Image Retrieval System for Lung Disease Classification and Identification by Atul Pratap Singh, Ajeet Singh, Amit Kumar, Himanshu Agarwal, Sapna Yadav, Mohit Gupta

“…The CNN architecture is then meticulously constructed, with attention to layer configurations, activation functions, and optimization algorithms to facilitate effective learning and classification. …”
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Single-cell and bulk transcriptome analyses reveal elevated amino acid metabolism promoting tumor-directed immune evasion in colorectal cancer by Tianyue Sun, Yan Chen, Ying-Xuan Chen

“…This score was applied to a separate single-cell RNA sequencing (scRNA-seq) dataset from 23 CRC patients to investigate cell-cell interactions and functions of tumor-infiltrating immune cells, revealing distinct immune TME landscapes shaped by tumor metabolism. …”
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The tree of life of copper-containing amine oxidases by Zaibao Zhang, Tao Xiong, Kejia Li, Kexin Huang, Siyu Wu, Luhui Wu

“…These findings lay a crucial foundation for future research to conduct in-depth functional characterization.…”
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QUADRUPLE HELIX IN POLICY DESIGN: RETHINKING INDUSTRIAL REVITALIZATION IN TRANSITIONAL ECONOMIES by Anton Andriienko

“…Building on this, the research constructs a novel conceptual framework centered on four critical governance functions: knowledge co-creation, institutional bridging, participatory legitimacy, and adaptive governance. …”
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The Actualisation of Regional Capacity Educational Space Based on Cluster Interaction: The Aspect of Formation of Training Health Culture by V. A. Fedorov, K. V. Chedov

“…Theoretical and methodological foundations for the integration of resources and capabilities of various social institutions in the context of their cluster interaction within the regional educational space with the aim of creating a health culture for students have been developed and described. Structural functional model and process flow chart of such interaction have been constructed.Practical significance. …”
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Identification of Novel Gene Signature Predicting Lymph Node Metastasis in Papillary Thyroid Cancer via Bioinformatics Analysis and in vitro Validation by Li H, Sun D, Jin K, Wang X

“…Gene Ontology (GO) analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis were applied to query the biological functions and pathways. Furthermore, a protein-protein interaction (PPI) network was constructed using a STRING database and a prognosis model was established using the least absolute shrinkage and selection operator (LASSO) Cox regression analysis based on the LNM-related DEGs. …”
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SCIENTIFIC-PROJECT CONSULTING AS AN INNOVATIVE FORMAT OF POSTGRADUATE EDUCATION by G. A. Ignatieva, O. V. Tulupova

“…In general, educational consulting including development of techniques of management and planning of educational activity is applied to methodical maintenance of functioning and development of educational structures. …”
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LUCAT1-Mediated Competing Endogenous RNA (ceRNA) Network in Triple-Negative Breast Cancer by Deepak Verma, Sumit Siddharth, Ashutosh S. Yende, Qitong Wu, Dipali Sharma

“…Recent emergence of competing endogenous RNA (ceRNA) networks has highlighted how long noncoding RNAs (lncRNAs), microRNAs (miRs), and mRNA orchestrate a complex interplay meticulously modulating mRNA functionality. Focusing on TNBC, this study aimed to construct a ceRNA network using differentially expressed lncRNAs, miRs, and mRNAs. …”
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Analysis of the degree of influence of supply voltage asymmetry on the operational reliability of low-voltage asynchronous electric motors by V. V. Romanova, S. V. Khromov, A. G. Batukhtin, K. V. Suslov

“…The relevance of research is that the comprehensive substantiation of issues aimed at ensuring the effective functioning of the electrical complex with the presence of an electric motor load in conditions of low-quality supply voltage. …”
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The Language of Exclusion: Ideology and Power in the Fatwa of the Majelis Ulama Indonesia on Ahmadiyah by Fariz Alnizar

“…Findings indicate that passive constructions, abstraction, generalisation, hyperbole, and repetition are employed to obscure agency, amplify societal demands, and frame the Ahmadis as a threat to social stability and Islamic orthodoxy. …”
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Potential role of P4HB in the tumor microenvironment and its clinical prognostic value: a comprehensive pan-cancer analysis and experimental validation with a focus on KIRC by Linxue Zhang, Yu-wei Li, Tianyi Xie, Ke Sun, Xiang Huang, Wei Xiong, Rui-ji Liu

“…In addition, we used the Metascape database to construct protein–protein interaction networks and the single-cell Sequencing database for functional analysis. …”
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Short-term effectiveness of gambling treatment in the Daily Clinic for Gambling Addiction by Dora Dodig Hundric, Neven Ricijas, Sabina Mandic, Sanja Radic Bursac, Davor Bodor

“…This design utilised a comprehensive battery of validated instruments, each targeting specific constructs or domains of psychosocial functioning that the intervention aims to address. …”
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Unveiling pathogenesis of pelvic organ prolapse through transcriptomic and bioinformatic analyses in uterosacral ligament tissues of postmenopausal women by BingJie Rui, BingJie Rui, GuangHai Rui, YanFeng Yang, YanFeng Yang

“…Competing endogenous RNA (ceRNA) networks were constructed to explore interactions among lncRNAs, miRNAs, and mRNAs. …”
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Optimizing the Structure and Performances of Cu-MOF@Ti₃C₂T_X Hybrid Electrodes by Introducing Modulated Ligand by Sumin Li, Xiaokun Qu, Feng Liu, Pingwei Ye, Bo Yang, Qiang Cheng, Mengkun Yang, Yijing Nie, Maiyong Zhu

“…In this study, a 2D MOF@Ti₃C₂T_X hybrid was constructed, in which urea pyrimidinone isocyanate (UPy-NCO) units were introduced via a condensation reaction with the active functional groups on MOFs, thus forming multiple hydrogen bonds among MOF frameworks to strengthen their structural stability. …”
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The Significance of MAPK Signaling Pathway in the Diagnosis and Subtype Classification of Intervertebral Disc Degeneration by Yong Liu, Xueyan Chen, Jingwen Chen, Chao Song, Zhangchao Wei, Zongchao Liu, Fei Liu

“…To explore the biological functions of these differential genes in humans, we performed GO and KEGG analyses. …”
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Performance and mechanism of Congo red degradation by Fe-Cu bimetallic MOFs in Fenton-like system by GONG Jiankang, ZHOU Qingyun, QU Yanmei, CHEN Ni, WANG Yaqiu, WANG Bangyan

“…The analysis of the mechanism shows that the electron density of Fe3+ in the center of the nitro-functionalized material is low， and the introduction of Cu2+ constructs Fe-Cu bimetallic MOFs materials. …”
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Comprehensive bioinformatics analysis of EXOSC family genes in head and neck squamous cell carcinoma by Xuezhong Zhang, Mengmeng Zhao, Tingting Chu, Jiasha Wei, Qingmei Jia

“…Gene co-expression and enrichment analyses were used to elucidate potential molecular functions, and a protein–protein interaction (PPI) network was constructed via GeneMANIA. …”
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Aplikasi Pertimbangan Wisata di Pulau Lombok dengan Metode Fuzzy Mamdani & Algoritma Genetika by Zainul Harir, Ida Bagus Ketut Widiartha, Royana Afwani

“…The combination of the 5 membership functions constructed 10.080 fuzzy rules, that's used to know wheater tourists enables them to go to Lombok with the limitation that they have. …”
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Systematic network pharmacology and experimental validation reveal anti-glioma mechanisms of ganoderma lucidum via multi-target regulation by Xue Mei, Jufen Zhang, Lu Chen, Fang Wang

“…GO and KEGG enrichment analyses were performed to explore underlying biological functions and pathways. Protein–protein interaction (PPI) networks were constructed to identify hub genes. …”
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Hsa_circ_0016662 acts as a prognostic biomarker and promotes the progression of hepatocellular carcinoma via autophagy regulation by Ganlu Deng, Youwu He, Binliang Gan, Chuanjie Liao, Xinning Luo, Chunmei Zheng, Linfeng Mao

“…The ceRNA regulatory network was constructed and the prognostic analysis was performed to screen out hub genes. …”
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