Mediation Analyses Link Cardiometabolic Factors and Liver Fat With White Matter Hyperintensities and Cognitive Performance: A UK Biobank Study by Daniel E. Askeland-Gjerde, Lars T. Westlye, Patrik Andersson, Max Korbmacher, Ann-Marie de Lange, Dennis van der Meer, Olav B. Smeland, Sigrun Halvorsen, Ole A. Andreassen, Tiril P. Gurholt

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Assessment of prostate cancer aggressiveness through the combined analysis of prostate MRI and 2.5D deep learning models by Yalei Wang, Yuqing Xin, Baoqi Zhang, Fuqiang Pan, Xu Li, Manman Zhang, Yushan Yuan, Lei Zhang, Peiqi Ma, Bo Guan, Yang Zhang

“…The Grad-CAM technique was employed to explain the deep learning feature extraction process, supported by tree model visualization techniques to illustrate the decision-making process of the LightGBM model. …”
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Gene and genotype frequencies of immunoglobulin-like natural killer cell receptors in the population of Samara region by D. Yu. Klyuchnikov, Yu. Yu. Teterina, O. V. Tyumina, I. L. Davydkin

“…Molecular genetic typing of KIR genes was performed by polymerase chain reaction with sequence-specific primers with subsequent visualization of products in agarose gel. 16 KIR genes and pseudogenes were analyzed: 2DL1, 2DL2, 2DL3, 3DL1, 3DL2, 2DS1, 2DS2, 2DS3, 2DS4, 2DS5, 3DS1, 2DP1, 3DL3, 2DL4, 2DL5, 3DP1. …”
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Utilizing bioinformatics to identify biomarkers and analyze their expression in relation to immune cell ratios in femoral head necrosis by Dongchen Li, Dongchen Li, Zhilong Huang, Teng Ma, Yu Su, Yu Su, Zhao Li, Zhao Li, Liang Sun, Ming Li, Zhong Li, Yao Li, Qian Wang, Yao Lu

“…In addition, we performed expression data visualization and ROC curve analysis on the external dataset GSE74089 to further evaluate the discriminative power of the hub genes. …”
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Unraveling the mitochondrial genome of the medicinal Chinese motherwort (Leonurus japonicus, Lamiaceae): structural dynamics, organelle-to-nuclear gene transfer, and evolutionary i... by Xinyu Bai, Xinyu Bai, Tingting Zhu, Huiru Chen, Xiaoqun Wang, Jing Liu, Yuqing Feng, Yuqing Feng, Yanbo Huang, Joongku Lee, Goro Kokubugata, Zhechen Qi, Xiaoling Yan

“…Elucidating mitogenomic structure and evolution can inform plant genetics, phylogenetics, and molecular breeding.MethodsWe assembled the complete mitochondrial genome of L. japonicus using a combination of Oxford Nanopore long reads and Illumina short reads. …”
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Feasibility of magnetic resonance imaging-guided cardiac catheterization, angioplasty, and stenting in a commercial wide-bore 0.55T scanner by Aimee K. Armstrong, Yixuan Liu, John M. Kelly, Ramkumar Krishnamurthy, Jason Swinning, Yingmin Liu, Matthew Joseph, Ning Jin, Jianing Pang, Florian Maier, Axel J. Krafft, Orville Bramwell, Nathan Ooms, Jesse Roll, Joshua Krieger, David C. Gross, Lucien de Mos, Paul Borm, Orlando P. Simonetti

“…Ferumoxytol was administered as a T1-shortening contrast agent and real-time visualization was carried out with a research interactive sequence using different spatiotemporal resolution settings. …”
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U.S. UNIVERSITY WEBSITES AS SPECIFIC MULTIMODAL TEXTS by Svitlana V. Fedorenko, Kateryna B. Sheremeta

“…The methodological basis of the research was a complex of the following methods: analysis (to study multimodal components of the university website as a specific multimodal text), synthesis (to identify the features of the integration of multimodal means of the websites of American universities), observation (for the selection of fragments with verbal means that actualize the visual content and the selection of visual fragments to actualize the verbal content), the method of discourse analysis (to highlight specific fragments of websites that arouse the interest of the authors of this articleб and have a meaningful content), structural method (to analyze the university website as a whole structure, which is provided by separate means of cohesion), functional method (to clarify the pragmatic potential of multimodal elements of the university website, which are means of communication between the university and the reader of its website). …”
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Identifying Key References and International Trends in Transparency: A Scientometric Analysis of Scientific Productions over the Last Decade by Yousef Abedi, Nader Naghshineh, Mohammad Reza Vasfi

“…Data processing, analysis, and visualization followed scientometric principles, techniques, and concepts. …”
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Specific features of proliferation and apoptosis in non-invasive adenocarcinoma of endometrium and adenocarcinoma with invasion into myometrium by V. O. Tumanskiy, M. M. Baudarbekova, O. V. Chepets

“…Clone DCS 60.2 and Mo a-Hu Caspase Ab-3, Сlone 3CSP03 and visualization system DAKO EnVision+ with diaminobenzidine. …”
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Preliminary study on the mechanism of Huangqi Decoction in treating slow transit constipation by Chen Huaxian, Yang Chaoxin, Xiao Guozhong, Zheng Yihui, Lei Mingyuan, Lin Hongcheng

“…[Objectives] To explore the mechanism of Huangqi Decoction in the treatment of slow-transit constipation (STC) is based on network pharmacology, molecular docking technology and Western blot. [Methods] TCMSP and SymMap databases were used to screen the active ingredients and potential targets of Huangqi Decoction. …”
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Molecular characteristics of human adenovirus isolated from the 2024 influenza-like illness outbreaks in Suzhou City, China by Jia Zang, Yueping Xing, Hongkai Zhang, Yanshi Wu, Xuerong Ya, Qiang Shen, Zefeng Dong

“…This study aimed to elucidate the molecular characteristics of HAdV implicated during ILI outbreaks in Suzhou City, Jiangsu Province in 2024. Methods Throat swab samples were gathered from settings with ILI outbreaks in Suzhou between March 2024 and January 2025. …”
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Optimizing Monkeypox Lesions Detection With a Lightweight Hybrid Model by Mehdhar S. A. M. Al-Gaashani, Reem Ibrahim Alkanhel, Dina S. M. Hassan, Abduljabbar S. Ba Mahel, Ahmed Aziz, Mashael M. Khayyat, Ammar Muthanna

“…Grad-CAM, saliency maps, and other visualization techniques help improve clinical trust by highlighting relevant regions in input images, emphasizing key features of the lesions. …”
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The Role of Metaphorical and Ironic Structures in Representing Hidden Behavioral and Verbal Ideologies of Shahad Al-Rawi’s Novel The Baghdad Clock using Andrew Goatly’s Speech Act... by Ali sayadani, yazdan Heydarpour Marand

“…Goatly believes that the hidden methods are ideologies embedded in behaviors, speech, and thoughts. …”
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Real-Time Prediction of the Dynamic Spatial Configuration of Umbilical Cables Based on Monitoring Data During Deep-Sea In-Situ Mining by Chaojun Huang, Shuqing Wang, Jiancheng Liu, Lei Li, Wencheng Liu, Lin Huang, Zhihao Yu, Wen Shen, Yuankun Sun, Yu Liu, Yuanyuan Liu

“…With characteristics of good real-time performance, accurate prediction, high reliability and stability, the proposed method could enhance the confidence of engineers for on-site operation as a powerful digital tool for visualization of the subsea working state.…”
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The future of critical care: AI-powered mortality prediction for acute variceal gastrointestinal bleeding and acute non-variceal gastrointestinal bleeding patients by Zhou Liu, Guijun Jiang, Liang Zhang, Palpasa Shrestha, Yugang Hu, Yi Zhu, Guang Li, Yuanguo Xiong, Liying Zhan

“…Patients’ clinical features, intervention methods, vital signs, scores, and important laboratory results were collected. …”
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Disorder of Iron Metabolism as a Universal Pathogenetic Factor in Damage to Organs and Systems in Covid-19 by I. A. Shikalova, I. A. Voznyuk, A. N. Lodyagin, B. V. Batotsyrenov, N. V. Timofeyeva, L. P. Pivovarova, I. V. Osipova, I. A. Polyakov, O. B. Ariskina, A. N. Borisenko, G. A. Rysev

“…The diagnosis of a new coronavirus infection was confirmed by visualization of bilateral viral lung lesions with chest CT-scan, positive PCR test for SARS-CoV-2 and the presence of immunoglobulins to SARS-CoV-2. …”
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The ultrasound study of the optic canal for detecting raised intracranial pressure (a literature review and critical analysis) by M. I. Andreytseva, S. S. Petrikov, L. T. Khamidova, A. A. Solodov

“…It is necessary to search for a method of non-invasive assessment of the level of ICH most correlated with the data of direct measurement of ICP. …”
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Detail-preserving denoising of CT and MRI images via adaptive clustering and non-local means algorithm by Mohit Sharma, Ayush Dogra, Bhawna Goyal, Anita Gupta, Manob Jyoti Saikia

“…The method demonstrates adaptability noise reduction capability and preservation of anatomical detail that make it well suited for precision critical medical imaging applications.…”
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Molecular analysis for halal verification: screening porcine DNA in charms cosmetic skincare products by Nursyuhada Othman, Hidayah Haris, Nur Hartini Sariyati, Farah Farhana Ramli, Norhayati Muhammad, Mohd Zul Hilmi Mayzan, Muhammad Suhaimi Sulong, Muhammad Abdul Latiff Abu Bakar

“…These findings indicate that the products comply with Islamic requirements, and the PCR method proves to be a sensitive and reliable approach for the detection of porcine DNA in halal authentication processes.…”
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Intracranial Disease-Region Composite-Interpretation Technology for Enhanced Source Localization in Pediatric Epilepsy Surgery by Jeongyoon Shin, Wonsik Yang, Jungmin Seo, Won Seok Chang, Heung Dong Kim, Se Hee Kim, Jong-Moon Chung

“…Electroencephalography (EEG) based source localization (ESL) is a useful method to localize the epileptogenic zone in epilepsy surgery. …”
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