Assessment of efficiency of use of technologies of the distributed register in the conditions of digital economy by E. N. Klotchkova, L. V. Oveshnikova

“…In order to conduct quantitative data analysis, a correlation method was implemented. In order to visualize the results of the study, tabular and graphical data visualization methods were applied. …”
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Bridging the Gap: Harnessing the Power of Machine Learning and Big Data for Media Research by Li-jing Arthur Chang

“…It covers topics such as principles of machine learning relevant to media studies, integration of computational methods with media research, data collection and preprocessing techniques, visualization of research findings, machine learning research tools, data quality and bias, ethical considerations, cross-disciplinary skills and knowledge, and best practices in data-driven research. …”
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GBCHV an advanced deep learning anatomy aware model for accurate classification of gallbladder cancer utilizing ultrasound images by Md. Zahid Hasan, Md. Awlad Hossen Rony, Sadia Sultana Chowa, Md. Rahad Islam Bhuiyan, Ahmed A. Moustafa

“…With the integration of advanced deep learning and image processing techniques, the GBCHV-Trans model offers a promising solution for precise and early-stage classification of GBC, surpassing conventional methods with superior accuracy and diagnostic efficacy.…”
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Key strategies for improving management of services of the Russian Federation by O. M. Kulikova

“…The key areas to solve problems and improve the management of the service sector is the introduction of modern methods of simulation, cognitive visualization options theory in management processes in this area, the development of technology and the formation of the optimal use of the resource potential of the processes in this field. …”
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Phasor-FSTM: a new paradigm for multicolor super-resolution imaging of living cells based on fluorescence modulation and lifetime multiplexing by Luwei Wang, Yue Chen, Jiaqing Guo, Xiaoyu Weng, Wei Yan, Jun Song, Tong Ye, Junle Qu

“…Abstract Multicolor microscopy and super-resolution optical microscopy are two widely used techniques that greatly enhance the ability to distinguish and resolve structures in cellular imaging. These methods have individually transformed cellular imaging by allowing detailed visualization of cellular and subcellular structures, as well as organelle interactions. …”
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Quantifying the tumour vasculature environment from CD-31 immunohistochemistry images of breast cancer using deep learning based semantic segmentation by Tristan Whitmarsh, Wei Cope, Julia Carmona-Bozo, Roido Manavaki, Stephen-John Sammut, Ramona Woitek, Elena Provenzano, Emma L. Brown, Sarah E. Bohndiek, Ferdia A. Gallagher, Carlos Caldas, Fiona J. Gilbert, Florian Markowetz

“…Methods We propose a method for automatically measuring a range of vascular parameters from CD-31 IHC images, which together provide a detailed description of the vasculature morphology. …”
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Comparison of standard radiography and magnetic resonance imaging in hand osteoarthritis by D. M. Kudinskii, A. V. Smirnov, L. I. Alekseeva, E. A. Taskina, A. M. Lila, A. S. Potapova, A. V. Volkov

“…The average age of the patients was 65.28±6.82 years, the age of onset was 48.81±7.73 years, the duration of the disease was 15.0 (10.0–19.5) years.Results. Both methods showed approximately equal identification JSN symptom in DIP and PIP, 95% definition JSN in MCP. …”
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COVID-19 Data Analytics Using Extended Convolutional Technique by Anand Kumar Gupta, Asadi Srinivasulu, Olutayo Oyeyemi Oyerinde, Giovanni Pau, C. V. Ravikumar

“…The anticipated technique entails the pretreatment phase through dissection of the lung, getting rid of the environment which does now no longer provide applicable facts and can provide influenced consequences; then after this, the preliminary degree comes up with the category version educated below the switch mastering system; and in conclusion, consequences are evaluated and interpreted through warmth maps visualization. The proposed research method completed a detection accuracy of COVID-19 at around 99%.…”
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Microstructure of confectionery masses revealed by cryo-planing by Jaap Nijsse, Adriana Fernanda Cruz Serna, Sergey M. Melnikov

“…An obvious application of the method could be the visualization and quantitative analysis of the size, shape, and composition of chocolate confectionery products.…”
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Multivariate Analyses with Two-Step Dimension Reduction for an Association Study Between ¹¹C-Pittsburgh Compound B and Magnetic Resonance Imaging in Alzheimer’s Disease... by Atsushi Kawaguchi, Fumio Yamashita

“…By applying this method to imaging data of 61 patients with AD (age: 55–85), the first component showed the strongest correlation with the composite score, owing to the supervised feature. …”
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Contrast-enhanced ultrasound microbubble uptake and abnormal plasma biomarkers are seen in patients with abdominal aortic aneurysms by Adham N. Abou Ali, MD, Patrick Cherfan, MD, Ashraf G. Taha, MD, Michel S. Makaroun, MD, Yingze Zhang, PhD, Xucai X. Chen, PhD, Flordeliza S. Villanueva, MD, Rabih A. Chaer, MD

“…We hypothesize that contrast-enhanced ultrasound (CEUS) imaging and plasma inflammatory biomarkers (PIBs) may detect AAA wall inflammation. Methods: Patients with an AAA diameter ≥4 cm had CEUS and PIB testing at enrollment and every 6 months. …”
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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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Study on the physical behaviour and strength characteristics of transparent soil under multiple influencing factors by Xianlun Leng, Lan Cui, Youkou Dong, Chengtang Wang, Rong Pang

“…In this study, indoor direct shear tests are conducted, and the range method is used to analyze the factors of quartz particle size, binder content and proportion, moisture content and dry density of the mixture solution. …”
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A novel flexible near-infrared endoscopic device that enables real-time artificial intelligence fluorescence tissue characterization. by Gareth Gallagher, Ra'ed Malallah, Jonathan P Epperlein, Jeffrey Dalli, Niall Hardy, Abhinav Jindal, Pol G MacAonghusa, Ronan A Cahill

“…While further clinical validation of the AI-NIR polyp classification method is on-going (in the Horizon Europe Awarded CLASSICA project), other use case applications of NIR colonoscopy include simpler perioperative perfusion assessment in patients undergoing colorectal resection and combination with targeted agents in development thus encouraging continuing development and design optimization of this flexible NIR imaging probe to enable clinical and commercial translation.…”
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Development of Construction Safety Dashboard Based on Four-Dimensional Building Information Modeling for Fall Prevention: Case Study of Stadium Roof Works by Rossy Armyn Machfudiyanto, Titi Sari Nurul Rachmawati, Naufal Budi Laksono, Mehrtash Soltani, Chansik Park

“…This approach is tested on a stadium project, particularly focusing on roof work activities, where workers are most prone to fall hazards. The proposed method aims to provide ease for site workers to access safety knowledge, including risk identification (including risk, fatality, location, and time), visualization of TSFs, personal protective equipment, and safety work instructions. …”
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MODERN DIAGNOSTIC TOOLS FOR DETECTING HEPATIC FIBROSIS IN CHILDREN by A.N. Surkov

“…The authors considered the modern methods of the needle liver biopsy and noninvasive visualization, as well as justified the necessity to look for the noninvasive markers of the fibroid liver by means of the antibody'mediated diagnostic methods. …”
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Toward reliable morphology assessment of thermosets via physical etching: Vinyl ester resin as an example by J. Karger-Kocsis, A. Wolynski, B. Wetzel, J. Elsäßer, A. Bonyar, S. Grishchuk

“…Nevertheless, with respect to the ‘morphology visualization’ these methods follow the power ranking: argon bombardment > plasma treatment > laser ablation.…”
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Faster R-CNN-based Detection and Tracking of Hydrogen and Oxygen Bubbles in Alkaline Water Electrolysis by Kohei TOYAMA, Ryo KANEMOTO, Ryuta MISUMI, Takuto ARAKI, Shigenori MITSUSHIMA

“…Bubble diameter distribution, total volume, total number, and Sauter mean diameter were obtained and quantitatively assessed, and the relationships between current density and electrode diameter for both HER and OER have been discussed. This method enables accurate, rapid, and automatic quantitative evaluation of visualization results from various alkaline water electrolysis observations, which were previously difficult and labor-intensive to perform manually.…”
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Ultrasound Segmentation Using Semi-Supervised Learning: Application in Point-of-Care Sarcopenia Assessment by Hamza Rasaee, Maryia Samuel, Bahareh Behboodi, Jonathan Afilalo, Hassan Rivaz

“…These findings highlight the robustness and efficiency of the proposed method, especially in environments where labeled data is scarce…”
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Risk Assessment for Water Disaster of Karst Tunnel Based on the Weighting of Reliability Measurement and Improved Extension Cloud Model by Yingli Jiang, Jie Cui, Hao Liu, Yanlong Zhang

“…Based on the reliability measurement method and extension cloud theory, the reliability measurement weighting and improved extension cloud model are established for the risk assessment of water disaster in karst tunnels. …”
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