Interoceptive signals and emotional states shape temporal perception through heart rate modulation by Maria Volodina, Maria Volodina, Anna Rusinova, Kristina Terenteva, Vladimir Kosonogov, Vladimir Kosonogov

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Hyperspectral target detection based on graph sampling and aggregation network. by Tie Li, Hongfeng Jin, Zhiqiu Li

“…Notably, before this study, graph sampling aggregation networks had scarcely been employed in the realm of hyperspectral target detection. This proposed model is capable of autonomously learning the effective feature representations of nodes within the graph, thereby facilitating the extraction and processing of graph data. …”
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LncRNA LUCAT1 offers protection against human coronary artery endothelial cellular oxidative stress injury through modulating hsa-miR-6776-5p/LRRC25 axis and activating autophagy f... by Yanjun Wang, Xin Zhang, Mengmeng Ren, Shu He, Hengjie Bie, Mengyang Duan, Zhiyuan Chen, Qiaowei Jia, Boyu Chi, Xiongkang Gan, Chengcheng Li, Yahong Fu, Hanxiao Zhou, Sheng Zhang, Qian Zhang, Fenghui An, Xiumei Chen, Enzhi Jia

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A Garbage Detection and Classification Method Based on Visual Scene Understanding in the Home Environment by Yuezhong Wu, Xuehao Shen, Qiang Liu, Falong Xiao, Changyun Li

“…The test results show that, compared with the original YOLOv5 model, the detection and classification accuracy of the proposed model is higher, and the real-time performance can also meet the actual use requirements. …”
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Land in Limbo by Paolo De Martino

“…To answer the question, the thesis carried out a spatial-institutional analysis arguing that spatial transformations in port cities can be better understood as a result of a complex decision-making system and therefore strongly linked to governance models. …”
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The Application of Near-Infrared Spectroscopy Combined with Chemometrics in the Determination of the Nutrient Composition in Chinese <i>Cyperus esculentus</i> L. by Xiaobo Jiao, Dongliang Guo, Xinjun Zhang, Yunpeng Su, Rong Ma, Lewen Chen, Kun Tian, Jingyu Su, Tangnuer Sahati, Xiahenazi Aierkenjiang, Jingjing Xia, Liqiong Xie

“…In the period from 2022 to 2023, we collected a total of 75 TN tuber samples of 28 varieties from Xinjiang Uyghur Autonomous Region and Henan Province. The three main components were measured using common chemical analysis methods. …”
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Sentence Embedding Generation Framework Based on Kullback–Leibler Divergence Optimization and RoBERTa Knowledge Distillation by Jin Han, Liang Yang

“…Using TF-IDF-weighted cosine similarity evaluation, our model achieved a τ of 0.528, ρ of 0.518, and an MAE of 1.343. …”
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Critical Role of Skin in Pathogenesis: Bidirectional Crosstalk Between Skin and Multiple Organs by Wende Deng, Junyi Liu, Changheng Tang, Zhenghao Li, Ying Qiu, Han Zhou, Lanxuan Yang, Ting Li

“…Additionally, we discuss the implications of these interactions for the design and application of skin‐on‐a‐chip and organ‐on‐a‐chip technologies, emphasizing the importance of understanding these relationships for developing physiologically relevant in vitro models. By providing a comprehensive analysis of these complex interactions, this review establishes a solid theoretical foundation for the prevention, diagnosis, and treatment of diseases associated with the skin–organ axis, particularly regarding immune cells, cytokines, microorganisms, and their metabolites, ultimately aiming to advance research in related fields and offer new insights for clinical applications.…”
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An integrated IKOA-CNN-BiGRU-Attention framework with SHAP explainability for high-precision debris flow hazard prediction in the Nujiang river basin, China. by Hao Yang, Tianlong Wang, Nikita Igorevich Fomin, Shuoting Xiao, Liang Liu

“…The model is developed and validated using data from 159 debris flow-prone gullies, integrating deep convolutional, recurrent, and attention-based architectures, with hyperparameters autonomously optimized by IKOA. …”
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Consequences of the Aral Sea restoration for its present physical state: temperature, mixing, and oxygen regime by G. B. Kirillin, T. Shatwell, A. S. Izhitskiy

“…Using data from a series of expeditions to the North Aral Sea in 2016–2019 and year-long continuous monitoring of the thermal and oxygen regime by an autonomous mooring station, we present the first comprehensive analysis of the North Aral system behavior on seasonal to interannual scales after its restoration. …”
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Exploring parents’ physical activity motivation during the COVID-19 pandemic: a mixed-methods study from a self-determination theory perspective by Lydia Emm-Collison, Robert Walker, Ruth Salway, Danielle House, Kate Sansum, Katie Breheny, Sarah Churchward, Joanna G Williams, Frank de Vocht, Russell Jago

“…The framework method was used for analysis. Results In separate linear regression models, intrinsic and identified regulation were associated with higher moderate-to-vigorous physical activity in waves 0 and 2. …”
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Fusion of MHSA and Boruta for key feature selection in power system transient angle stability by WANG Man, ZHOU Xiaoyu, CHEN Fan, LAI Yening, ZHU Ying

“…It generates a combination of real and virtual features, which the MHSA model trains to select the actual features that are higher than the maximum virtual feature weight, and the model autonomously determines the optimal number of key features. …”
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Multimodal Detection of Agitation in People With Dementia in Clinical Settings: Observational Pilot Study by Abeer Badawi, Somayya Elmoghazy, Samira Choudhury, Sara Elgazzar, Khalid Elgazzar, Amer M Burhan

“…For video analysis, the gated recurrent unit model achieved 95% accuracy and 99% area under the curve, and the long short-term memory model demonstrated superior response time for real-time use. …”
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IFNγ-inducible Gbp4 and Irgb6 contribute to experimental cerebral malaria pathology in the olfactory bulb by Julia Matsuo-Dapaah, Jalal Alshaweesh, Michelle Sue Jann Lee, Tomoya Hayashi, Rashmi Dash, Masafumi Kuroda, Kazuki Tainaka, Manabu Ozawa, Ayumi Kuratani, Masahiro Yamamoto, Kaiwen Liu, Ryutaro Fukui, Kensuke Miyake, Kouji Kobiyama, Laurent Rénia, Ken J. Ishii, Cevayir Coban

“…The olfactory bulb (OB) has emerged as a critical site of immunopathology in experimental cerebral malaria (ECM) models, but its contribution to disease progression is not fully understood. …”
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Tracking neural activity patterns during rapid high-altitude transitions by Ji-Yu Xie, Yi Zhang, Wei Shen, Liying Wu, Quanhao Yu, Zhen Lyu, Liangyuan Song, Rui Yang, Shuyi Ning, Wenwen Duan, Ying Li, Yimeng Liu, Xuemin Wang, Liping Chen, Jie Weng, Yonglan Du, Xiao Li, Taicheng Huang, Hailin Ma, Quansheng Gao, Haitao Wu, Ti-Fei Yuan

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Inclusion of Labor Migrants as a Potential Key Population for HIV: A Nationwide Study from Tajikistan by Brian Kwan, Hamid R. Torabzadeh, Adebimpe O. Akinwalere, Julie Nguyen, Patricia Cortez, Jamoliddin Abdullozoda, Salomudin J. Yusufi, Kamiar Alaei, Arash Alaei

“…Individual HIV cases resided in five regions: Districts of Republican Subordination (DRS), Dushanbe (Tajikistan’s capital city), Gorno-Badakhshan Autonomous Oblast (GBAO), Khatlon, and Sughd. We developed logistic regression models to investigate the relationships between key population status and demographic characteristics. …”
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Attitudes Toward AI Usage in Patient Health Care: Evidence From a Population Survey Vignette Experiment by Simon Kühne, Jannes Jacobsen, Nicolas Legewie, Jörg Dollmann

“…Costs and autonomy play a comparatively minor role (percentage of EVs of up to 1.5% and 1.3%), with preferences favoring collaborative AI systems over autonomous ones, and higher costs generally leading to rejection. …”
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Dravet syndrome: novel insights into SCN1A-mediated epileptic neurodevelopmental disorders within the molecular diagnostic-therapeutic framework by Guirui Zhang, Guirui Zhang, Shupeng Huang, Mingzhen Wei, Yongmo Wu, Zhengyi Xie, Jin Wang, Jin Wang, Jin Wang

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Microwave-Assisted Synthesized ZnO@APTES Quantum Dots Exhibits Potent Antibacterial Efficacy Against Methicillin-Resistant Staphylococcus aureus Without Inducing Resistance by Du F, Niu J, Hong Y, Fang X, Geng Z, Liu J, Xu F, Liu T, Chen Q, Zhai J, Miao B, Liu S, Zhang Y, Chen Z

“…After confirmation of synthesized ZnO@APTES QDs, its bactericidal effect on MRSA was detected through in vitro and in vivo experiments, and its mechanism of action was analyzed.Results: Characterization analysis revealed that the ZnO@APTES QDs have a particle size of 5 nm. …”
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Clouds Detection in Polar Icy Terrains: A Deformable Attention-Based Deep Neural Network for Multispectral Polar Scene Parsing by Shaojin Dong, Cailan Gong, Yong Hu, Long Cheng, Yang Wang, Fuqiang Zheng

“…Cloud detection is crucial for remote sensing image analysis. Presently, deep learning methods are the preferred choice for cloud detection. …”
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