Multimodal GRU with directed pairwise cross-modal attention for sentiment analysis by Zhenkai Qin, Qining Luo, Zhidong Zang, Hongpeng Fu

“…Abstract Multimodal sentiment analysis combines text, audio, and visual signals to understand human emotions. However, current methods often face challenges in handling asynchronous signals and capturing long-term dependencies between different modalities. …”
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Assessing the quality of angiographic display of brain blood vessels aneurysms compared to intraoperative state by Nikolić Igor M., Tasić Goran M., Jovanović Vladimir T., Repac Nikola R., Janićijević Aleksandar M., Šćepanović Vuk D., Nestorović Branislav D.

“…Clear visibility of the neck, the position of the aneurysm and surrounding structures are necessary for a proper choice of methods for excluding the aneurysm from the circulation. …”
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Fine-Tuning Models for Histopathological Classification of Colorectal Cancer by Houda Saif ALGhafri, Chia S. Lim

“…To validate the models’ decision-making and improve transparency, we integrated Grad-CAM to provide visual explanations that influence classification decisions. …”
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The Potential of a Laser-Aspiration Solution for Refractive Lens Exchange by D. E. Arakelyan, S. Yu. Kopaev, I. A. Il’inskaya, V. V. Pominova

“…And also about possible methods of minimization of ultrasound load during the surgery.Purpose. …”
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Effectiveness of low level laser therapy in the treatment of TMD myalgia - Two case reports by Heleine Maria Chagas Rêgo, Natalia Cortez Gutierrez, Maria Ângela Lacerda Rangel Esper, Pedro Henrique Corazza, Carolina da Silva Machado Martinelli, Fernanda Campos, Carlos Rocha Gomes Torres, Sérgio Eduardo de Paiva Gonçalves

“…Laser was punctually applied on masseter and temporalis muscles bilaterally. Three methods were used to evaluate the effectiveness of treatment: pressure algometer, visual analog scale (VAS) and maximal mouth opening. …”
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Building rooftop extraction from high resolution aerial images using multiscale global perceptron with spatial context refinement by Qinglie Yuan

“…Overall, quantitative analysis and visual experiments confirmed that the proposed model is more efficient and superior to other state-of-the-art methods, with a 95.18% F1 score on the WHU dataset and a 93.29% F1 score on the Massub dataset.…”
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RETRACTED ARTICLE: Chinese English language learners’ vocabulary retention: Investigating the effectiveness of neuro/metacognitive and socio-cultural strategies by Wei Hu, Yipeng Luo

“…The experimental group (n = 45) received instruction involving visual imagery, multisensory rotation, circle rotation, and mind mapping over eight sessions, while the control group (n = 45) received traditional teaching methods. …”
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FDI-VSR: Video Super-Resolution Through Frequency-Domain Integration and Dynamic Offset Estimation by Donghun Lim, Janghoon Choi

“…Extensive experiments on the Vid4, SPMCs, REDS4, and UDM10 benchmarks, supported by detailed ablation studies, demonstrate that FDI-VSR not only surpasses conventional VSR methods but also achieves competitive results compared to recent state-of-the-art methods, with improvements of up to 0.82 dB in PSNR on the SPMCs benchmark and notable reductions in visual artifacts, all while maintaining lower computational complexity and faster inference.…”
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Analysis of Microplastics in Industrial Processes—Systematic Analysis of Digestion Efficiency of Samples from Forestry, Wastewater Treatment Plants and Biogas Industries by Blaž Hrovat, Emilia Uurasjärvi, Arto Koistinen

“…The effects of selected enzymes were studied systematically to develop a basis for digestion protocols on industrial samples. Further, different methods of detection (micro FTIR and Raman) were compared to each other, and the samples were visually examined using SEM. …”
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Analysis of Posters for Informing the Population via Social Media during Covid-19: Ukrainian Network by Даніїл Шматков, Марія Луіса Загалас-Санчес, Хав'єр Кашон-Загалас

“…This study aims to determine the extent to which psycholinguistic variables are included in the analysis of the quality of directive posters on social media during Covid-19. Methods. The methods used in the study include analysis of the relevant scientific literature on the identification of psycholinguistic categories and variables relevant to the study; expert assessment of qualitative parameters of posters published on Facebook by official organizations; methods of descriptive statistics. …”
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Flatfish lesion detection based on part segmentation approach and lesion image generation by Seo‐Bin Hwang, Han‐Young Kim, Chae‐Yeon Heo, Hie‐Yong Jeong, Sung‐Ju Jung, Yeong‐Jun Cho

“…Additionally, a flatfish lesion and disease image dataset, called FlatIMG, was created and verified using the proposed methods on the dataset. A flash salmon lesion dataset was also tested to validate the generalizability of the proposed methods. …”
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A comprehensive review of analytical solutions and advances in pressure transient analysis of conventional reservoirs by Mohammad Reza Arab Juneghani, Sajjad Moradi, Mohammad Reza Zavelaneh, Javad Siavashi, Mohammad Sharifi

“…This research offers a concise historical overview of PTA methods, tracing their evolution since the 1950s. …”
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Large language model comparisons between English and Chinese query performance for cardiovascular prevention by Hongwei Ji, Xiaofei Wang, Ching-Hui Sia, Jonathan Yap, Soo Teik Lim, Andie Hartanto Djohan, Yaowei Chang, Ning Zhang, Mengqi Guo, Fuhai Li, Zhi Wei Lim, Ya Xing Wang, Bin Sheng, Tien Yin Wong, Susan Cheng, Khung Keong Yeo, Yih-Chung Tham

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A study on the causes of the destruction of the high pressure hoses during operation and cyclic tests by I. V. Borisovets, T. P. Kurenkova

“…The article describes the main stages of the study of defective high-pressure hoses in determining the cause of their failure and provides examples of studies using visual, metallographic, electron microscopic methods of analysis in the metallographic laboratory of OJSC «BSW – Management Company of Holding «BMC».…”
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Grammar Tips Integrated with Telegram Bot: Strategies to Facilitate Learning English Grammar by Rajistha I Gusti Ngurah Adi, Claria Dewa Ayu Kadek

“…This research is a field research located in the English Literature Study Program, Faculty of Letters, at Universitas Warmadewa, which applies qualitative methods. This study employs the theory of multimodal communication. …”
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Muzyczny eklektyzm w trzech etiudach Romana Polańskiego. Rozbijemy zabawę, Lampa i Gdy spadają anioły by Piotr Pomostowski

“…In his early work Roman Polanski begins to create a kind of “range of methods” in relation to functions of music in the work of the film. …”
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Commentary to F-GP1, a Novel PET Tracer Designed for High-Sensitivity, Low-Background Detection of Thrombi: Imaging Activated Platelets in Clots—Are We Getting There? by Andrew W. Stephens MD, PhD, Norman Koglin PhD, Ludger M. Dinkelborg PhD

“…Current standard diagnostic imaging methods detect anatomic abnormalities such as vascular flow impairment but have limitations. …”
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Fatigue life investigation of notched TC4 specimens subjected to different patterns of laser shock peening by M. Zhelnin, A. Kostina, A. Iziumova, A. Vshivkov, E. Gachegova, O. Plekhov, S. Swaroop

“…The exhaustion of constructive ways for increasing the service life of parts has led to the development of new methods which can improve their material properties during operation under various loading conditions. …”
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Music training and brain plasticity during development and adulthood by Krystyna Rymarczyk, Agata Cybulska

“…Modern research conducted using neuroimaging methods has provided a lot of valuable information about the plasticity of the human brain. …”
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Correlation of melatonin and TNF-α levels with characteristics of sleep in patients with rheumatoid arthritis by Yu. K. Sikalo, M. A. Stanislavchuk

“…The aim was to investigate the nature of the correlation between sleep disorders and levels of serum melatonin and TNF-α in RA patients. Methods and results. 105 patients and 30 healthy control subjects were examined in the study. …”
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