Electroencephalography-Based Pain Detection Using Kernel Spectral Connectivity Network with Preserved Spatio-Frequency Interpretability by Santiago Buitrago-Osorio, Julian Gil-González, Andrés Marino Álvarez-Meza, David Cardenas-Peña, Alvaro Orozco-Gutierrez

“…Pain detection and assessment remains a challenge due to its subjective nature. Current clinical methods may be inaccurate or unfeasible for non-verbal patients. …”
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Hierarchical multi‐modal video summarization with dynamic sampling by Lingjian Yu, Xing Zhao, Liang Xie, Haoran Liang, Ronghua Liang

“…Abstract Previous video summarization methods often neglected inter‐frame variations during the preprocessing stage. …”
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Qur'an and Arabic Camp: (Bridging The Gap Between Vocabulary Acquisition and Writing Proficiency in Arabic Language Learning: an Interactive Approach) by Rozaanah Rozaanah, Mardhatillah, Riri Maharani Munthe, Siti Khaila Murdy, Shiba Salsabila, Tika Rahmadani

“…The findings indicate that using interactive methods, visual materials, and graduated learning approaches effectively enhanced student motivation and comprehension. …”
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Socially Interactive Approaches and Digital Technologies in Art Education: Developing Creative Thinking in Students During Art Classes by Sattar Gulnur, Rustemova Saltanat, Nebessayeva Zhanar

“…This review examines the integration of socially interactive methods and digital technologies into art education to deepen students’ perception and understanding of artists’ creativity, as well as to develop critical thinking and analytical skills. …”
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On a Singularly Perturbed Problem of the Nonlinear Thermal Conductivity in the Case of Balanced Nonlinearity by Marina A. Davydova, Svetlana A. Zakharova

“…On the basis of the modified asymptotic method of boundary functions and the asymptotic method of differential inequalities, the question of the existence of Lyapunov-stable stationary solutions with internal layers of the nonlinear heat equation in the case of nonlinear dependence of the power of thermal sources from temperature is investigated. …”
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Adapted Single Scale Retinex Algorithm for Nighttime Image Enhancement by Mohammad Ismail, Zohair Al-Ameen

“…Therefore, it is difficult to perceive, extract, and analyze important visual information from these images, unless they were properly processed. …”
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Concomitant Potentially Contagious Factors Detected in Poland and Regarding <i>Acanthamoeba</i> Strains, Etiological Agents of Keratitis in Humans by Lidia Chomicz, Jacek P. Szaflik, Agnieszka Kuligowska, David Bruce Conn, Wanda Baltaza, Beata Szostakowska, Paweł J. Zawadzki, Monika Dybicz, Anna Machalińska, Konrad Perkowski, Anna Bajer, Jerzy Szaflik

“…Background: Diseases in humans caused by amphizoic amoebae that can result in visual impairment and even blindness, have recently been identified more frequently worldwide. …”
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Utility of Treatment Pattern Analysis Using a Common Data Model: A Scoping Review by Eun-Gee Park, Min Jung Kim, Jinseo Kim, Kichul Shin, Borim Ryu

“…Most studies utilized sunburst plots to visualize treatment patterns, whereas two studies used Sankey plots. …”
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Evaluating healthcare quality and inequities using generative AI: a simulation study of potentially inappropriate medication among older adults analyzed via the framework analysis... by Johan Öberg, Raquel Perez-Vicente, Martin Lindström, Patrik Midlöv, Juan Merlo

“…The GPT provides useful visualizations and structured reports as well as interactive dialog with the end-user in real-time. …”
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Ilaser Submucous Destruction in the Treatment of Hemorrhoids by S. A. Frolov, D. V. Vyshegorodtsev, A. M. Kuzminov, Yu. L. Trubacheva, V. Yu. Korolik, I. S. Bogormistrov, I. A. Mukhin, A. N. Ryndin, A. A. Anarbaeva

“…Aim: to improve the results of treatment in patients with hemorrhoids of the 2nd and 3rd stages.Materials and methods. The prospective study included 60 patients with hemorrhoids of the 2nd and 3rd stages. …”
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Cinematographic expression in the manga “Crime and punishment” by Osamu Tezuka / Кинематографическая экспрессия в манге Осаму Тэдзуки «Преступление и наказание»... by Оlga Vanyushkina / Ольга Евгеньевна Ванюшкина

“…Dostoevsky’s novel "Crime and Punishment", the use of methods and techniques from the field of cinematography makes it possible to multiply the effect of scene perception, based solely on visualization tools. …”
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RETRACTED: Amplitude and Phase Computable Ocean Wave Real-Time Modeling with GPU Acceleration by Guigui Wang, Shihan Tan, Ge Song, Sheng Wang

“…In this paper, a hybrid Ocean Modeling Method based on wavelet transform is presented. This method introduces an accurate phase calculation and a wind-field model solution to compensate for the randomness of wave generation and the lack of physical mechanism in spectral methods. …”
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Enhancing the performance of SSVEP-based BCIs by combining task-related component analysis and deep neural network by Qingguo Wei, Chang Li, Yijun Wang, Xiaorong Gao

“…Abstract Steady-State Visually Evoked Potential (SSVEP) signals can be decoded by either a traditional machine learning algorithm or a deep learning network. …”
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Investigating the Effect of ORA-AID Mucosal Adhesive on the Patient\'s Pain Level after Tooth Extraction by Mohsen Barzegar, Mojtaba Soltanianzadeh, Mohammad Amin Yektaie, Hossein Aghily

“…This study compared ORA-AID with conventional dressings in the patients younger than 18. Methods: A double-blind clinical trial was conducted involving 29 patients. …”
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Medical Image Retrieval Based on Ensemble Learning using Convolutional Neural Networks and Vision Transformers by Ahmed Yahya, Dalya Khaled, Waleed Al-Azzawi, Tawfeeq Alghazali, H. Sabah Jabr, R. Madhat Abdulla, M. Kadhim Abbas Al-Maeeni, N. Hussin Alwan, S. Saad Najeeb, Kh. T. Falih

“…The rapid increase in the number of medical image repositories nowadays has led to problems in managing and retrieving medical visual data. This has proved the necessity of Content-Based Image Retrieval (CBIR) with the aim of facilitating the investigation of such medical imagery. …”
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Enhanced Grounding DINO: Efficient Cross-Modality Block for Open-Set Object Detection in Remote Sensing by Zibo Hu, Kun Gao, Jingyi Wang, Zhijia Yang, Zefeng Zhang, Haobo Cheng, Wei Li

“…The IPFR further reduces the computational complexity involved in refining multiscale visual features. The method achieves a 49.7&#x0025; reduction in GFLOPs, improves performance on visual grounding datasets DIOR-RSVG and RSVG-HR, and delivers competitive results on the candidate category dataset DOTA.…”
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Identification of the features of the organic matter of oils and source rocks based on a comparison of the results of geochemical analysis with statistical analysis built upon mach... by K. O. Osipov, E. A. Ablya, R. S. Sautkin, M. A. Bolshakova, A. A. Suslova, A. P. Antonov

“…A heat map of correlations was used as visualization tools.The principal component method helped us to reveal a clear difference between the organic matter of the Tutleim and Tyumen source rocks. …”
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Modern trends in diagnostics and prediction of results of anti-vascular endothelial growth factor therapy of pigment epithelial detachment in neovascular agerelated macular degener... by E. V. Kozina, S. N. Sakhnov, V. V. Myasnikova, E. V. Bykova, L. E. Aksenova

“…Dynamic registration of such biomarkers expands the ability of clinicians to predict morphological changes in pigment epithelial detachment during anti-VEGF therapy, as well as to optimize treatment regimens to prevent complications in the form of pigment epithelium tear leading to a decrease in visual acuity.Modern methods of deep machine learning and the use of neural networks allow achieving higher accuracy in diff erentiating the types of retinal fluids and automating the quantitative determination of fl uid under the pigment epithelium. …”
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Development of a Copro-RPA-CRISPR/Cas12a assay to detect Echinococcus granulosus nucleic acids isolated from canine feces using NaOH-based DNA extraction method. by Guoqing Shao, Xiaowei Zhu, Ruiqi Hua, Yanxin Chen, Guangyou Yang

“…This assay targeted the E. granulosus mitochondrial nad2 gene and utilized a lateral flow strip for visual readout. To improve field applicability, we integrated a simple and cost-effective NaOH-Based DNA extraction method. …”
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Review and practical excursus on the comparison between traditional statics methods and Classification And Regression Tree (CART) in real-life data: Low protein diet compared to Me... by Vincenzo Calabrese, Daniela Metro, Angela Alibrandi, Domenico Maviglia, Valeria Cernaro, Veronica Maressa, Elisa Longhitano, Guido Gembillo, Domenico Santoro

“…It computes the selection of features automatically, in contrast to traditional statistic methods. In this review, we compared CART to traditional statistics in patients who did not attempt a diet to patients who followed a low-protein diet (LPD) or the Mediterranean diet in chronic kidney disease (CKD) patients, and we analyzed them using linear regression and CART methods. …”
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