An end-to-end interpretable machine-learning-based framework for early-stage diagnosis of gallbladder cancer using multi-modality medical data by Huiyu Zhao, Chuang Miao, Yidi Zhu, Yijun Shu, Xiangsong Wu, Ziming Yin, Xiao Deng, Wei Gong, Ziyi Yang, Weiwen Zou

“…The visualization results obtained based on the interpretable methods also demonstrated a high clinical relevance of the intermediate decision-making processes. …”
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Multimodal imaging of hereditary retinal dystrophies (a series of clinical cases) by S. V. Milash, I. V. Zolnikova, V. V. Kadyshev

“…Multimodal visualization data of inherited retinal degeneration (IRD) on a Mirante platform (Nidek, Japan), used in a number of clinical cases, is compared with the data obtained by electrophysiological diagnostic methods. 4 patients with varying IRD were examined: adult-onset foveomacular vitelliform dystrophy, Stargardt disease, including those with fundus flavimaculatus, and retinitis pigmentosa. …”
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Adaptive attenuation of virulence mediated by Wzc mutation in ST11-KL47 Carbapenem-resistant Klebsiella pneumonia by Yufeng Dai, Yufeng Dai, Qiang Zhao, Huanhuan Yan, Huanhuan Yan, Kun Ye, Lifeng Wang, Ling Guo, Na Guo, Na Guo, Wenwen Li, Wenwen Li, Jiyong Yang

“…IntroductionThe impact of the hypermucoviscosity (HMV) phenotype in ST11-KL47 carbapenem-resistant Klebsiella pneumoniae (CRKp) pathogenicity warrants investigation for public health risk assessment.MethodsWe analyzed 230 clinical ST11-KL47 CRKp to identify the key factor in mucoviscosity acquisition via comparative genomic analysis. …”
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Application of deep learning reconstruction at prone position chest scanning of early interstitial lung disease by Ruijie Zhao, Yun Wang, Jiaru Wang, Zixing Wang, Ran Xiao, Ying Ming, Sirong Piao, Jinhua Wang, Lan Song, Yinghao Xu, Zhuangfei Ma, Peilin Fan, Xin Sui, Wei Song

“…Overall image quality, image noise, streak artifacts, and visualization of normal and abnormal ILD features were analysed. …”
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Elements substantiation of decision-making schemes for the management of prosocial and environmental corporate innovations of industrial enterprises by V. V. Degtyareva

“…The article used general logical methods such as analysis, synthesis, abstraction, generalization, idealization, analogy, modeling, logical, structural-functional methods and approaches; visualization methods in the form of a graphical representation of information on the issue under study. …”
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A Review: Phase Measurement Techniques Based on Metasurfaces by Zhicheng Zhao, Yueqiang Hu, Shanyong Chen

“…Metasurfaces are advantageous due to their lightweight, multifunctional, and easy-to-integrate nature, providing new possibilities for simplifying traditional phase measurement methods. This review categorizes phase measurement techniques into quantitative and non-quantitative methods and reviews the advancements in metasurface-based phase measurement technologies. …”
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Instrumentalising the Internal Control of Material Resources in an Industrial Enterprise to Provide Information Base for Management Decisions by I. E. Mizikovskу

“…The latter determined the purpose and objectives of the research presented in the article, for which the methods of classification, observation, decomposition, measurement, economic interpretation, graphical visualization and statistical analysis were used. …”
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Pharmacoinformation studies of chondroprotectors by A. M. Lila, I. Yu. Torshin, A. N. Gromov, V. A. Semenov, O. A. Gromova

“…The pharmacoinformation approach to the assessment and modeling of drugs involves the use of modern methods of data mining. These methods include: 1) analysis of big data (selection of texts of scientific publications, search for new biomarkers); 2) computer analysis of texts (automatic classification of texts by content, identification of pseudoscientific texts); 3) analysis of metric maps (visualization and analysis of complex patterns, including clustering) and 4) chemoinformation analysis, including the assessment of the effect of drugs on the transcriptome, proteome and microbiome of a person. …”
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Endometriosis: etiology, pathogenesis, diagnostics, modern aspects of treatment by N. V. Avramenko

“…The main methods of treatment of endometriosis are surgical, medication, combined. …”
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In vivo Confocal Microscopy for Corneal and Ocular Surface Pathologies: A Comprehensive Review by Ramirez-Miranda A, Guerrero-Becerril J, Ramirez M, Vera-Duarte GR, Mangwani-Mordani S, Ortiz-Morales G, Navas A, Graue-Hernandez EO, Alio JL

“…Despite its utility, challenges in standardization, accessibility, and integration into routine practice limit its widespread adoption.Methods: A comprehensive literature review was conducted using PubMed with the keywords “in vivo confocal microscopy”, “corneal diseases”, and “ocular surface”. …”
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AI-enhanced rapid diagnostic testing platform for mass opisthorchiasis screening by Prem Junsawang, Anchalee Techasen, Kannika Wiratchawa, Yupaporn Wanna, Phattharaphon Wongphutorn, Chanika Worasith, Paiboon Sithithaworn, Sahan Bulathwela, Thanapong Intharah

“…Recent advancements in immunochromatographic methods have led to the development of a rapid diagnostic test (RDT) based on urinary antigens. …”
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Use of Indocyanine Green (ICG) to Assess Myocardial Perfusion and Territorial Distribution of Vein Grafts Implanted on Coronary Arteries in an Ex-vivo Porcine Model. A Potential Ad... by Cristiano Spadaccio, Antonio Nenna, Diletta Corrado, Carter Glenn, Antonio Panza, Russell Vester, Grzegorz Laskawski, David Rose, Louis Louis

“…Portions of the vessels embedded into the epicardial fat could be easily visualized on the surface of the heart and the dissection facilitated via fluorescence guidance. …”
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High rate of persistent HPV detection after diagnostic cervical excision in older screen‐positive women by Line Winther Gustafson, Louise Krog, Bayan Sardini, Mette Tranberg, Lone Kjeld Petersen, Berit Andersen, Pinar Bor, Anne Hammer

“…All women had incomplete visualization of the transformation zone and underwent colposcopy and a diagnostic cervical excision at the first visit. …”
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Agroclimatic and agroecotoxicological justification of zonal chemical protection systems against harmful organisms for field crops under conditions of climate change in Ukraine by O. Borzykh, L. Bublyk, V. Chaika, L. Gavrylyuk, I. Kruk, O. Shevchuk, T. Neverovska, O. Bakhmut

“…Agroclimatic and agroecotoxicological zoning of the territory of Ukraine in order to justify ecologically safe zonal systems of chemical protection against harmful organisms, their optimization and adaptation to changes in climatic conditions and phytosanitary state of agrocenoses in different soil-climatic zones of Ukraine. Methods. Analytical-synthetic and experimental methods were used in the research. …”
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Islamic Studies in the Context of Digital Humanities by Tuba Nur Saraçoğlu

“…In this context, this article will discuss the digital possibilities used in the field of theology within the framework of databases and softwares, and then address the working processes of digital humanities within the scope of data acquisition, cleaning, analysis, and visualization. This article will also evaluate prominent studies based on the new research methods digital humanities have brought to this field and projects that will have a long-lasting impact on the future of Islamic sciences under the relevant headings.…”
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Application of neural network technology for public opinion analysis by Kyrylo Perevoznyk, Yurii Parzhyn

“…The research is devoted to studying and using neural network technologies, in particular algorithms and methods of natural language processing, to increase the efficiency of studying and analyzing public opinion of Ukraine’s partner countries regarding the war in Ukraine. …”
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Comprehensive review of dimensionality reduction algorithms: challenges, limitations, and innovative solutions by Aasim Ayaz Wani

“…Dimensionality reduction (DR) simplifies complex data from genomics, imaging, sensors, and language into interpretable forms that support visualization, clustering, and modeling. Yet widely used methods like principal component analysis, t-distributed stochastic neighbor embedding, uniform manifold approximation and projection, and autoencoders are often applied as “black boxes,” neglecting interpretability, fairness, stability, and privacy. …”
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A Data‐Driven History of Gloucester's Fisheries Architecture by Rafael Sousa Santos, André Tavares

“…The objectives of this research are to establish a historical timeline of the Gloucester fisheries between 1880 and 1930, integrate statistical and geospatial data, and explore modalities for visualization and communication. Using a mixed‐methods approach, the study is organized around five datasets that combine written, statistical, and geospatial evidence: Fishing Grounds, Fishing Fleets, Population Shifts, Industry Footprint, and Processing Plants. …”
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The First Application of Positron Emission Tomography/ Magnetic Resonance Imaging in Russia by A. S. Chaban, S. G. Mirzoyants, M. R. Kalinin

“…PET/MRI has advantages over other imaging methods and will most likely soon become the gold standard for visualization in some areas of radiodiagnosis. …”
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Mixed (combined) phenotype of the late stage of age-related macular degeneration by N. V. Neroeva, V. V. Neroev, M. V. Ryabina, A. G. Karmokova, O. A. Losanova

“…With multimodal visualization of the chorioretinal complex structures using modern research methods, it was possible to isolatea mixed, or combined, phenotype of the late stage of age-related macular degeneration (AMD). …”
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