Enhanced Curvature-Based Fabric Defect Detection: A Experimental Study with Gabor Transform and Deep Learning by Mehmet Erdogan, Mustafa Dogan

“…Traditionally, fabric defect classification has relied on inefficient and labor-intensive human visual inspection, particularly as the variety of fabric defects continues to increase. …”
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COVID-19 vaccine acceptance and associated factors among parents of children between 6 and 12 years: a multicenter mixed method study in India by Manisha Ghate, Kangjam Rekhadevi, Abhik Sen, Saurabh Sharma, Pallavi Shidhaye, Saritha Nair, Ashish Kumar, Pournami Jayesh, Sandip Patil, Shraddha Gurav, Sumit Aggarwal

“…We aimed to evaluate parental acceptance regarding COVID-19 vaccination for children between 6 and 12 years of age in India.MethodsA mixed-method study (March–September 2023) employed a structured questionnaire and in-depth interviews with parents of school-going and non-school-going children across five purposively selected Indian states. …”
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Modern techniques for monitoring wind soil erosion by A. Yu. Romanovskaya, I. Yu. Savin

“…The article presents a scientific literature review in the field of modern methods of monitoring wind erosion of soils such as: visual indicators of erosion, erosion bridge, close-range photogrammetry, cesium-137 and remote sensing cover. …”
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New approaches to quantifying early disorders and perfusion inhomogeneity of the myocardium according to the data of single-photon emission computed tomography by A. A. Ansheles, L. A. Martirosyan, I. V. Sergienko, V. B. Sergienko

“…Objective: to develop novel quantitative approaches of myocardial perfusion analysis, to assess clinical usefulness of new parameters of initial myocardial perfusion impairments.Material and methods. 80 patients selected from our database formed four groups: 20 patients with no cardiac disease suspect, no ischemic heart disease (IHD) risk factors and definitely normal myocardial perfusion (group 1), 40 patients with equivocal perfusion patterns, that are usually described visually as “inhomogeneous”: 20 – with one subtle perfusion defect (group 2), 20 – with multiple ones (group 3), and 20 patients with non-severe but reliable defects, due to post-MI or another nontransmural cardiac event consequence. …”
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ENDOVASCULAR REVASCULARIZATION METHODS IN THE TREATMENT OF ACUTE LOWER LIMB ISCHEMIA: THE CURRENT STATE OF KNOWLEDGE by A.D. GAIBOV, O. NEMATZODA, D.D. SULTANOV, K.A. ABDUSAMADOV, SH.A. SHOKHSAVORBEKOV, A.K. BARATOV

“…Methods: A literature search was conducted on publications in Russian and English at the medical literature platforms on endovascular methods used in the treatment of ALLI. …”
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Comparing Injection Methods of Botulinum Toxin A for Cervical Dystonia: A Systematic Review by Hristo Shipkov, Petar Uchikov, Abdulrahman Imran, Zain Ul Hassan, Ivan Grozdev, Krasimir Kraev, Maria Kraeva, Nina Koleva, Maria Bozhkova, Stanislav Karamitev

“…Studies were included if they reported clinical outcomes of BoNT-A injection methods in adult CD patients. Data on efficacy, safety, accuracy, and muscle targeting were extracted and synthesized. …”
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Exploring Deep Clustering Methods in Vibro-Acoustic Sensing for Enhancing Biological Tissue Characterization by Robin Urrutia, Diego Espejo, Montserrat Guerra, Karin Vio, Thomas Suhn, Nazila Esmaeili, Axel Boese, Patricio Fuentealba, Alfredo Illanes, Christian Hansen, Victor Poblete

“…Nonlinear dimensionality reduction techniques, often referred to as manifold learning, are increasingly valuable for data visualization and unsupervised clustering. In the context of surgery and medicine, these methods facilitate the analysis of complex datasets, enabling pattern recognition in surgical data. …”
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An Advanced Histologic Method for Evaluation of Intestinal Adenomas in Mice Using Digital Slides. by Jennifer S Davis, Vineet Gupta, Mihai Gagea, Xiangwei Wu

“…We evaluated inter-observer variability in a mouse model of CRC using visual examination, and directly compared the visual, gross examination with a histologic analytic method using digital slides of hematoxylin and eosin stained tissue sections.…”
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Reliability of ultrasonographic measurement of muscle and tendon morphology using overlapping images method by Akane Yoshimura, Masaaki Honda, Shinshiro Mineta, Kenichiro Murata, Norikazu Hirose

“…This study identified the division points for the overlapping images method using the following two procedures: (1) visual-only identification and (2) a combination of visual and custom-built software-based identification. …”
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Complex Method of Treatment of Macular Interface Pathology in a Patient with Retinitis Pigmentosa by S. A. Kochergin, A. A. Ovsyanko, M. V. Gusakov

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A new machine learning method for rainfall classification: temporal random tree by Kokten Ulas Birant, Bita Ghasemkhani, Özlem Varlıklar, Derya Birant

“…Traditional classification algorithms usually assume that all samples in a dataset contribute equally to the training of a machine learning model, which is not always the case. …”
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Method calculation constructive parameter vibration of the protector of the transport facilities of the special purpose by S. V. Baglaychuk, V. A. Nehaev, V. A. Nikolaev

“…Because of smaller number variable us to manage to change the target function by requirement equality modules of power, developed in the main spring and in patch acerbity.…”
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qDESH: a method to quantify disproportionately enlarged subarachnoid space hydrocephalus by Sofia Behndig, Afroditi Lalou, Jan Axelsson, Jenny Larsson, Anders Wåhlin, Pavel Ryska, Ondrej Slezak, Katrine Riklund, Jan Zizka, Jan Malm, Anders Eklund

“…The aim of this study was to develop and validate a method for the objective quantification of DESH. Materials and methods By using a semiautomatic quantitative method, we calculated quantitative DESH (qDESH), defined as a ratio between CSF volumes at high convexities and Sylvian fissures. …”
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E-Commerce Image Enhancement Method Based on Instance Segmentation and Background Replacement by Qiang Gao, Huiping Hu, Wei Liu

“…However, existing image enhancement methods often struggle to balance high-quality visual effects with computational efficiency, especially when handling complex and diverse datasets. …”
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Text-Enhanced Multimodal Method for SAR Ship Classification With Geometry and Polarization Information by Jinyue Chen, Youming Wu, Wei Dai, Wenhui Diao, Yang Li, Xin Gao, Xian Sun

“…Synthetic aperture radar (SAR) ship classification is crucial for maritime surveillance. Most existing methods primarily focus on visual or polarimetric features, often constrained by a limited feature set and facing challenges in data diversity and multimodal information integration. …”
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Gurzadyan’s Problem 5 and Improvement of Softenings for Cosmological Simulations Using the PP Method by Maxim Eingorn

“…This paper is devoted to different modifications of two standard softenings of the gravitational attraction (namely, the Plummer and Hernquist softenings), which are commonly used in cosmological simulations based on the particle-particle (PP) method, and their comparison. It is demonstrated that some of the proposed alternatives lead to almost the same accuracy as in the case of the pure Newtonian interaction, even despite the fact that the force resolution is allowed to equal half the minimum interparticle distance. …”
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Weighted Geometric Mean (WGM) method: A new chromatic adaptation model. by Che Shen, Mark D Fairchild

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Numerical Solution of Heat Equation in Polar Cylindrical Coordinates by the Meshless Method of Lines by Arshad Hussain, Marjan Uddin, Sirajul Haq, Hameed Ullah Jan

“…We propose a numerical solution to the heat equation in polar cylindrical coordinates by using the meshless method of lines approach. The space variables are discretized by multiquadric radial basis function, and time integration is performed by using the Runge-Kutta method of order 4. …”
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Application of Image Recognition Method Based on Diffusion Equation in Film and Television Production by Liyuan Guo

“…Based on the image recognition technology, an image frame testing system is designed and implemented. The method of image recognition diffusion equation is used to extract and recognize the multilayer feature points of the test object according to the design of artificial neural network. …”
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An Improved Pose Estimation Method Based on Projection Vector With Noise Error Uncertainty by Jiashan Cui, Changwan Min, Xiangyun Bai, Jiarui Cui

“…Aiming at the problem of anomalous and non-independent distribution of the image errors in the feature-based visual pose estimation, a method of monocular visual pose estimation based on the uncertainty of noise error established by projection vector is proposed. …”
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