How digital therapeutic alliances influence the perceived helpfulness of online mental health Q&A: An explainable machine learning approach by Yinghui Huang, Hui Liu, Maomao Chi, Sujie Meng, Weijun Wang

“…Findings offer theoretical insights into the mechanisms of perceived helpfulness and practical guidance for optimizing platform design, training counselors, and improving user satisfaction through targeted language strategies.…”
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ICT-Net: A Framework for Multi-Domain Cross-View Geo-Localization with Multi-Source Remote Sensing Fusion by Min Wu, Sirui Xu, Ziwei Wang, Jin Dong, Gong Cheng, Xinlong Yu, Yang Liu

“…Furthermore, capitalizing on the Transformer’s flexible input processing mechanism, we develop an attention-guided non-uniform cropping strategy that dynamically eliminates redundant image patches with minimal impact on localization accuracy, thereby achieving enhanced computational efficiency. …”
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Exploring Sex-Based Neuropsychological Outcomes in Pediatric Brain Cancer Survivors: A Pilot Study by Chiara Colliva, Veronica Rivi, Pierfrancesco Sarti, Isabel Cobelli, Johanna M. C. Blom

“…While these treatments are lifesaving, they may pose risks to neurodevelopmental processes. Despite the substantial body of research highlighting cognitive impairments associated with cancer treatments, there remains a gap in understanding how these effects differ by sex. …”
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A hybrid attention-based deep learning framework for precise early diagnosis of Alzheimer’s disease by Romoke Grace Akindele, Shixin Cen, Ming Yu, Ifeoluwapo Aribilola, Tian Xinrang, Yu Liu

“…Our framework leverages attention mechanisms to refine feature representations at an early processing stage, enabling precise differentiation between disease stages. …”
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Analysis of the State and Development of the Economy of the Republic of Uzbekistan in the Conditions of Digitalization and Implementation of Strategic Reforms by B. A. Begalov, I. E. Zhukovskaya, A. A. Mamadzhanov

“…In addition, this study showed that the applied digital solutions, such as digital platforms and digital services specially developed for the field of statistics, artificial intelligence technologies, BIGDATA, cloud computing, business analytical engines, as well as specialized software products, the ability to work with mobile devices and the use of satellite navigation to collect statistical data in the regions of the country make it possible to conduct a multidimensional analysis of business processes of economic objects of the national economy and develop optimal management decisions for the further effective development of industries and spheres of the economy of the Republic of Uzbekistan.Conclusion. …”
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Research on rock fracture evolution prediction model based on Adam-ConvLSTM and transfer learning by Runze Liu, Ziwei Wang, Yanbo Zhang, Xulong Yao, Shaohong Yan, Zhiyuan Chen, Shuai Wang, Hua Li, Qi Wang

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Degradation of bisphenol A using a MOF@COF-modified polyacrylonitrile ultrafiltration membrane by Chloe G Hahn, Soraya P Malinga, Thollwana A Makhetha

“…Certain endocrine disrupting chemicals, such as Bisphenol A were found to persist in water after conventional water treatment processes due to their hydrophobicity and stability. …”
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The effectiveness analysis of traditional and new landscape indexes in indicating flood risk of watersheds from the perspective of source-sink landscapes: A case study of Changsha,... by Lingxuan Zhang, Sheng Jiao, Jie Lu

“…To address these gaps, this study integrated source-sink theory with stormwater runoff processes and flood risk formation mechanisms. It selected effective traditional indexes from a source-sink perspective to indicate flood risk, revised the location-weighted landscape index (LWLI), and compared the effectiveness of new and traditional indexes in representing flood risk. …”
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HESS Opinions: Towards a common vision for the future of hydrological observatories by P. Nasta, G. Blöschl, G. Blöschl, H. R. Bogena, S. Zacharias, R. Baatz, G. De Lannoy, K. H. Jensen, S. Manfreda, L. Pfister, L. Pfister, A. M. Tarquis, I. van Meerveld, M. Voltz, Y. Zeng, W. Kustas, X. Li, H. Vereecken, N. Romano

“…The already existing monitoring infrastructures have provided an enormous amount of hydrometeorological data, facilitating detailed insights into the causal mechanisms of hydrological processes, the testing of scientific theories and hypotheses, and the revelation of the physical laws governing catchment behavior. …”
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Effect of time-weighted average 25(OH)D on the occurrence of major adverse kidney events in IgA nephropathy—from a 10-year population-based cohort study by Fang Lu, Chang Liu, Dandan Song, Li Qian, Jingfeng Zhu, Jingjing Wu, Chengning Zhang, Zhimin Huang, Ming Zeng, Bin Sun, Bo Zhang, Suyan Duan, Yanggang Yuan, Changying Xing, Huijuan Mao

“…The long-term maintenance of optimal VD levels from early in life might be associated with reduced future risk of kidney progression in IgAN.…”
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Advanced RuO2-based electrocatalysts for oxygen evolution reaction: A perspective from coordination structures by Qian Sun, Jiaxin Zhang, Wei Kong Pang, Bernt Johannessen, Peng Li, Guoqiang Zhao, Huaming Yang

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Transcriptional and Physiological Responses of <i>Saccharomyces cerevisiae</i> CZ to Octanoic Acid Stress by Zhi-Hai Yu, Ming-Zhi Shi, Wen-Xuan Dong, Xiao-Zhu Liu, Wei-Yuan Tang, Ming-Zheng Huang

“…This study elucidates the adaptive mechanisms of <i>Saccharomyces cerevisiae</i> CZ under octanoic acid stress, revealing concentration-dependent growth inhibition (76% lethality at 800 mg/L) and notable tolerance at 600 mg/L. …”
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Effects of Methyl Farnesoate on the Growth and Antioxidant Capacity of <i>Neocaridina denticulata</i> by Ying Chen, Xiaojuan Sun, Jiahao Du, Jingjie Hu, Zhenmin Bao, Zhe Qu

“…However, compared to insects, systematic studies on the mechanisms of sesquiterpenoid hormones in crustaceans are still lacking. …”
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ViTAU: Facial paralysis recognition and analysis based on vision transformer and facial action units by Jia GAO, Wenhao CAI, Junli ZHAO, Fuqing DUAN

“…These maps are then processed through a pyramid convolutional neural network interpreter to generate heatmaps. …”
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Photosynthetic characteristics of Paris polyphylla var. chinensis in response to different light intensities and soil water contents by Yaling Zhang, Yaling Zhang, Rong Xu, Rong Xu, Rong Xu, Zhaozhao Wang, Juan Zhang, Xinghao Tang, Yu Chen, Xiao-Li Yan, Lu-Ping Qu, Lu-Ping Qu

“…It is imperative to study the photochemical processes of P. polyphylla in order to determine the optimal levels of shading and moisture management for its cultivation in artificial environments.MethodsIn this study, six shading levels (no shading, 30%, 50%, 70%, 80% and 90% shading) and three soil water contents (20%, 40% and 60% of the soil water saturation capacity) were established to determine the appropriate shade intensity and soil moisture content for the growth of P. polyphylla.ResultsThe results showed that only the low shade groups (no shade and 30% shade) showed irreversible damage to the daily photosynthetic dynamics of the plant over the course of a day. …”
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Evaluation study on gas-phase passivation inhibiting the spontaneous combustion tendency of ferrous sulfide compounds by Yuanyuan Zhang, HaSung Kong, Ruixuan Hao, Qin Xu, Long Zhao

“…The entropy-weight TOPSIS method was then used to evaluate the passivated samples and determine the optimal passivation conditions. The results show that the entropy-weight method assigns dominant weights to the duration temperature in the room-temperature spontaneous combustion stage (ΔT1, 10.2%) and the activation energy in the high-temperature combustion stage (E3, 9.3%), indicating that the thermodynamic suppression effect, driven by the passivation mechanism, plays a more significant role than the changes in the microstructure. …”
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CLIP-BCA-Gated: A Dynamic Multimodal Framework for Real-Time Humanitarian Crisis Classification with Bi-Cross-Attention and Adaptive Gating by Shanshan Li, Qingjie Liu, Zhian Pan, Xucheng Wu

“…Hierarchical learning rate scheduling and multidimensional data augmentation further optimize feature fusion for real-time multiclass classification. …”
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All identical objects reduce memory load at the late maintenance stage in working memory by Lijing Guo, Hyung-Bum Park, Guofang Ren, Penglan Liu, Ruyi Liu, Dan Nie, Chaoxiong Ye

“…These findings highlight the distinct contributions of early consolidation and maintenance phases in optimizing VWM through perceptual grouping and provide evidence that the facilitative effect of identical objects relies on their complete repetition and late-stage cognitive processes.…”
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Lightweight Brain Tumor Segmentation Through Wavelet-Guided Iterative Axial Factorization Attention by Yueyang Zhong, Shuyi Wang, Yuqing Miao, Tao Zhang, Haoliang Li

“…Conclusions: This study underscores the advantages of integrating frequency-domain analysis with optimized attention mechanisms, paving the way for scalable, high-performance medical image segmentation algorithms with broader clinical diagnostic applications.…”
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Integrating cyber-physical systems with embedding technology for controlling autonomous vehicle driving by Manal Abdullah Alohali, Hamed Alqahtani, Abdulbasit Darem, Monir Abdullah, Yunyoung Nam, Mohamed Abouhawwash

“…Because of their post-manufacturing adaptability, parallel processing capabilities, and reconfigurability, field programmable gate arrays (FPGAs) are used to execute reinforcement learning in real-time. …”
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