Toward unsupervised building extraction from very high-resolution remote sensing images using SAM and CLIP by Chenxiao Zhang, Peng Yue

“…Next, we present a hybrid feature fusion network that combines CLIP patch tokens with task-specific features, achieving high data adaptability while maintaining text-related visual features. Extensive experiments demonstrate that our proposed method achieves F1 scores of 56.00% and 62.53% on the Manhattan and WHU Building datasets, respectively, outperforming or matching supervised methods that require 700 training samples. …”
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The Role of Social Media in Promoting Volunteer Initiatives and Shaping Communities by Iefimova Ganna V., Pashchenko Kseniia O.

“…Special attention is given to studying strategies for the efficient use of social media for volunteer activities, including methods of engagement, audience interaction, and building public trust. …”
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Estimating Self-Confidence in Video-Based Learning Using Eye-Tracking and Deep Neural Networks by Ankur Bhatt, Ko Watanabe, Jayasankar Santhosh, Andreas Dengel, Shoya Ishimaru

“…The achieved outcomes demonstrated that the LSTM model outperformed conventional hand-crafted feature-based methods, achieving the highest accuracy of 76.9% with Leave-One-Category-Out Cross-Validation (LOCOCV) and 70.3% with Leave-One-Participant-Out Cross-Validation (LOPOCV). …”
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Peculiarities of surgical technique using a capsule ring for intra-capsular fixation of IOL in children with congenital subluxation of the lens by L. A. Katargina, T. B. Kruglova, N. S. Egyian, N. N. Arestova

“…The aim of the work is to develop a differentiated method of surgical treatment of children with congenital ectopia of the lens using a capsule ring and intra — capsule fixation of IOL.Material and methods. 15 children (28 eyes) at the age of 5–8 years with congenital ectopic lens I–III degree with the syndrome of Marfan, Weil — Marchesani, homocystinuria and isolated pathology were operated. …”
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The Role of Hydrocolonic Sonography in Diagnostics of the Intussusceptions due to Neoplastic Process in Children by M Yu. Yanitskaya, I. A. Turabov

“…The hydrocolonic sonography technique makes it possible to assess the tissue structure and to visualize the lumen of the intestine.Materials and methods. …”
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From communication to action: using ordered network analysis to model team performance in clinical simulation by Vitaliy Popov, Lauryn R. Rochlen

“…Abstract Background Effective team communication is crucial for managing medical emergencies like malignant hyperthermia (MH), but current assessment methods fail to capture the dynamic and temporal nature of teamwork processes. …”
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Depth-Induced Intra-to-Inter Transformer network for stereoscopic image retargeting by Xiaoting Fan, Long Sun, Zhong Zhang

“…With the advancement of three-dimension visual applications, stereoscopic image editing technologies have attracted widespread popularity in both industry and entertainment. …”
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Enhancing Customer Segmentation Through Factor Analysis of Mixed Data (FAMD)-Based Approach Using K-Means and Hierarchical Clustering Algorithms by Chukwutem Pinic Ufeli, Mian Usman Sattar, Raza Hasan, Salman Mahmood

“…Traditional clustering methods often struggle with datasets containing both numerical and categorical variables, leading to suboptimal segmentation. …”
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Non-Invasive Localization of Epileptogenic Zone in Drug-Resistant Epilepsy Based on Time–Frequency Analysis and VGG Convolutional Neural Network by Yaqing Liu, Yalin Wang, Tiancheng Wang

“…This study constructed a non-invasive epilepsy localization method, integrating sLORETA source imaging, time–frequency analysis, and Visual Geometry Group (VGG-16) deep learning. …”
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Determination of bean resistance to anthracnose pathogen – Colletotrichum lindemuthianum Br. et Cav by A. M. Pashkevich, A. I. Tchaikovsky, N. V. Medved

“…Phytopathological assessment of plant infectivity was carried out on the basis of visual and instrumental methods, taking into account the reaction of plants and the intensity of the lesion, in the conditions of a natural infectious background in the phase of technical ripeness.Results. …”
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Bridging Cities and Citizens with Generative AI: Public Readiness and Trust in Urban Planning by Adnan Alshahrani

“…However, involving the public in urban planning remains complex, with traditional methods often proving expensive, time-consuming, and inaccessible to many groups. …”
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Corneal Stromal Opacities Accompanied by Hyperopia and Irregular Astigmatism: Two-Step Technology of the Clinical Rehabilitation by I. A. Mushkova, N. V. Maychuk, R. A. Makarov, G. M. Chernakova

“…Purpose: to identify risk factors for the development of asthenopic syndrome (AS) in patients with moderate to high myopia after keratorefractive surgery (KRS).Materials and methods. 122 patients (244 eyes) with medium and high myopia underwent a standard pre-operative examination of patients before KRS. …”
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Drought Analysis of Batman Province with Various Drought Indices and Contour Maps by Murat Batan

“…Contour maps of the analysis results for some methods were also visualized with the SURFER mapping program.…”
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Comparison of Ultrasound-Guided Subcostal Transversus Abdominis Plane Block and Quadratus Lumborum Block in Laparoscopic Cholecystectomy: A Prospective, Randomized, Controlled Clin... by Çağdaş Baytar, Canan Yılmaz, Derya Karasu, Serra Topal

“…The aim of this study was to compare the effectiveness of ultrasound-guided (USG) subcostal transversus abdominis plane (TAP) block and quadratus lumborum (QL) block as preventive analgesia methods after laparoscopic cholecystectomy. Methods. …”
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Attention-Based Color Difference Perception for Photographic Images by Hua Qiang, Xuande Zhang, Jinliang Hou

“…Traditional color difference (CD) measurement methods cannot adapt to large sizes and complex content of photographic images. …”
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MULTIMARKER DIAGNOSTIC PANELS FOR ATHEROSCLEROSIS by V. A. Metelskaya

“…Subfractional spectrum of apoB-lipoproteides was assessed with the Quantimetrix Lipoprint LDL System (USA), biochemistry was done with standard lab. methods. Statistics was done with software Statistica v.10, IBM SPSS Statistics v.20, SAS v.9.4.Results. …”
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Analyzing Momentum Shifts in Tennis: A Machine-Learning Approach to Predicting Match Outcomes by Yuean Xia, Changfeng Li, Tanran Zhang

“…This study examines the impact of momentum dynamics on tennis match outcomes, addressing the limitations of traditional performance prediction methods. Using data from the 2023 Wimbledon men’s singles matches, a data-driven framework was developed to analyze factors influencing player performance. …”
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Cultural access as a key indicator for evaluating sustainable development in the Alto Douro wine region by Andreia Silva, Isabel Vieira, Elisa Alén, Didiana Fernandes

“…Finally, it seeks to provide recommendations to strengthen Lamego’s digital presence, increasing video views, likes, and comments. Methods: Using a mixed-methods approach that combines quantitative analysis of engagement metrics with qualitative content analysis, 36 videos were analysed and categorised based on content indicators and production orientation. …”
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Three-Dimensional Evaluation of the Effects of Kinesio Taping on Postoperative Swelling and Pain after Surgically Assisted Rapid Palatal Expansion by Murat Ulu, Özgür Gözlüklü, Çiğdem Kaya, Nuri Ünal, Hüseyin Akçay

“…Kinesio taping can be used as an alternative to other methods that are used for the reduction of postoperative complaints.…”
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A novel multimodel medical image fusion framework with edge enhancement and cross-scale transformer by Fei Luo, Daoqi Wu, Luis Rojas Pino, Weichao Ding

“…However, existing MMIF methods often struggle to preserve sharp edges and maintain high contrast, both of which are critical for accurate diagnosis and treatment planning. …”
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