Optimizing the performance of a server-based classification for a large business document flow by O. A. Slavin

“…The document categorization problem in the case of a large business document flow is considered. Textual and visual embeddings were employed for classification. …”
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Intelligent Environmental Health Risk Assessment System for the Elderly in Cold Regions Based on Artificial Intelligence Integrated Development Environment by Tianheng ZHANG, Yao FU, Jian GAO, Huanran XUE

“…The research addresses the unique challenges faced by the elderly in cold regions, where prolonged low temperatures significantly impact cardiovascular health and outdoor activity patterns, creating special health management challenges for this vulnerable population. …”
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HETMCL: High-Frequency Enhancement Transformer and Multi-Layer Context Learning Network for Remote Sensing Scene Classification by Haiyan Xu, Yanni Song, Gang Xu, Ke Wu, Jianguang Wen

“…To solve this problem, we propose a novel method based on High-Frequency Enhanced Vision Transformer and Multi-Layer Context Learning (HETMCL), which can effectively learn the comprehensive features of high-frequency and low-frequency information in visual data. First, Convolutional Neural Networks (CNNs) extract low-level spatial structures, and the Adjacent Layer Feature Fusion Module (AFFM) reduces semantic gaps between layers to enhance spatial context. …”
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Hydrophobization of polyester fabrics using tetrafluoroethylene telomers by Natalia P. Prorokova, Tatyana Yu. Kumeeva, Dmiriy P. Kiruchin

“…The hydrophobic properties are determined, among other things, by low values of water absorption of the modified material. …”
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Use of femtosecond laser generated reactive oxygen species to manage inflammation and enhance wound healing after ocular trauma by Jiashuai Fan, Mikhail Fomovsky, Chao Wang, Mariya Zyablitskaya, Christos Sazeides, Dusan Bogunovic, Sinisa Vukelic

“…In this study, we have utilized rabbit models to investigate whether femtosecond laser-generated reactive oxygen species (ROS) can enhance the wound healing process. A low-power femtosecond laser induced ROS-producing low-density plasma in the injured rabbit cornea, aiming to mitigate inflammation and avoid scar formation. …”
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Pedagogical applications of all-atom molecular dynamics simulation in coal seam seepage mechanics by Haiming Yu, Haochun Ma, Yao Xie

“…Abstract The low efficiency of water injection in low-permeability coal seams is the primary problem restricting safe production in coal mines. …”
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The frequency-response electroretinogram distinguishes cone and abnormal rod function in rd12 mice. by Xufeng Dai, Hua Zhang, Ying He, Yan Qi, Bo Chang, Ji-jing Pang

“…Early studies on Rpe65 knockout mice reported that remaining visual function was attributable to cone function. …”
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Screening for Emotional Expression in Frontotemporal Dementia: A Pilot Study by Andrew R. Carr, Mark M. Ashla, Elvira E. Jimenez, Mario F. Mendez

“…However, the bvFTD patients reported significantly less distress and had correspondingly few facial affective expressions when compared on vignettes of low intensity. Conclusions. Patients with bvFTD require a high intensity of emotional stimulus and are significantly hyporesponsive to low-intensity stimuli. …”
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Predator gaze captures both human and chimpanzee attention. by Will Whitham, Bradley Karstadt, Nicola C Anderson, Walter F Bischof, Steven J Schapiro, Alan Kingstone, Richard Coss, Elina Birmingham, Jessica L Yorzinski

“…Predation has likely shaped visual attention in primates to quickly assess the level of risk but we know little about the constellation of low-level (e.g., contrast, color) and higher-order (e.g., category membership, perceived threat) visual features that primates use to do so. …”
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Music interferes with expectation-induced pain modulation: a controlled cross-over experimental study by Mélysiane Marcotte, Pierre Rainville, Dan Tcaciuc, Anna Bendas, Todd A. Vogel, Robert Durand, Mathieu Roy, Elham Emami, Nathalie Gosselin

“…Pain perception was assessed using contact heat stimulation, and expectations were manipulated using prestimulus anticipatory cues signalling high or low pain. Results:. Perceived pain intensity, measured using a visual analog scale, was decreased during the music intervention and the audiobook compared to silence (P's < 0.001). …”
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Better Skeleton Better Readability: Scene Text Image Super-Resolution via Skeleton-Aware Diffusion Model by Shrey Singh, Prateek Keserwani, Partha Pratim Roy, Rajkumar Saini

“…The text skeleton serves as a critical visual cue, helping the model to better restore the fine details of text, even in severely degraded low-resolution images. …”
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Assessment of the physical activity, body mass index and energy intake of HIV-uninfected and HIV-infected women in Mangaung, Free State province by Z. Hattingh, M. le Roux, M. Nel, C. Walsh

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Comparative study between the effect of dexmedetomidine versus dexamethasone as adjuvant to levobupivacaine in interscalene block using ultrasound in shoulder arthroscopy by Mohammed A.-S.A.A. Hatab, Hussein A.M. Mohammed, Ezzat M.A. Alsaudi, Mohamed M.A. Elenain, Medhat H.A. Khalil

“…Every patient had perioperative levobupivacaine and then, according to their group, received either normal saline, dexamethasone, or dexmedetomidine at low and high doses. The patients were subjected to the following measurements: heart rate (HR) and mean arterial blood pressure (MAP) before the block at baseline and then at 15, 30, 60, 90, and 120 min intraoperative, the onset time and the duration of sensory and motor blockade, and onset of analgesia postoperatively, visual analog scale score at 4, 8, 12, 16, 20, and 24 h postoperative, total amount of paracetamol taken, blood cortisol level, and postoperative complications. …”
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Empathic Traits Modulate Oscillatory Dynamics Revealed by Time–Frequency Analysis During Body Language Reading by Alice Mado Proverbio, Pasquale Scognamiglio

“…These neural patterns may underlie their superior ability to interpret body language and mental states from visual input.…”
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The Temporal Signature of Memories: Identification of a General Mechanism for Dynamic Memory Replay in Humans. by Sebastian Michelmann, Howard Bowman, Simon Hanslmayr

“…These results suggest low-frequency phase to be a domain-general mechanism that orchestrates dynamic memory replay in humans.…”
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Fusion of auto encoders and multi-modal data based video recommendation method by Qiuyang GU, Chunhua JU, Gongxing WU

“…Nowadays, the commonly used linear structure video recommendation methods have the problems of non-personalized recommendation results and low accuracy, so it is extremely urgent to develop high-precision personalized video recommendation method.A video recommendation method based on the fusion of autoencoders and multi-modal data was presented.This method fused two data including text and vision for video recommendation.To be specific, the method proposed firstly used bag of words and TF-IDF methods to describe text data, and then fused the obtained features with deep convolutional descriptors extracted from visual data, so that each video document could get a multi-modal descriptors, and constructed low-dimensional sparse representation by autoencoders.Experiments were performed on the proposed model by using three real data sets.The result shows that compared with the single-modal recommendation method, the recommendation results of the proposed method are significantly improved, and the performance is better than the reference method.…”
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Role of tumor mutational burden in patients with urothelial carcinoma treated with immune checkpoint inhibitors: a systematic review and meta-analysis by Zhe Wang, Danxue Huang, Su Li, Liyuan Ke

“…The statistical difference in benefit from ICIs for UC patients between the high TMB group and the low TMB group was significant when the p-value &lt;0.05. …”
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Human Pharmacokinetics and Adverse Effects of Pulmonary and Intravenous THC-CBD Formulations by Pascale Meyer, Manuela Langos, Rudolf Brenneisen

“… Background: Due to variable absorption and extensive first-pass metabolism, the bioavailability of oral delta-9-tetra­hydrocannabinol (THC) and cannabidiol (CBD) is low, and, therefore, alternative application forms are necessary. …”
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Research on the Flow Mechanism of a Large-Scale Wind Turbine Blade Based on Trailing Edge Flaps by Yifan Liu, Mingming Zhang, Bingfu Zhang, Haikun Jia, Na Zhao, Zhaohuan Zhang

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Novel <i>KIF11</i> Mutation Associated with Microcephaly, Chorioretinopathy and Impaired Intellectual Development: 20 Years of Follow-Up by Ashley H. Yaskanich, Ami Patel, Monique Leys

“…<b>Results</b>: The patient presented with ophthalmological features of low visual acuity and chorioretinal atrophy and later developed bilateral retinal detachments. …”
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