Support for family members who are caregivers to relatives with acquired brain injury by Janet Walker, Lourens Schlebusch, Bernhard Gaede

“…Most caregivers felt that it was predominantly the patient’s neuropsychological deficits, such as emotions and/or moods, cognitive ability, behavior and personality, executive function, and social factors that caused them profound stress. …”
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MedAlmighty: enhancing disease diagnosis with large vision model distillation by Yajing Ren, Zheng Gu, Wen Liu

“…In this approach, we utilize DINOv2—a pre-trained large vision model—as a frozen teacher, and a lightweight convolutional neural network (CNN) as the trainable student. …”
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Spatiotemporal Data Augmentation of MODIS‐Landsat Water Bodies Using Adversarial Networks by Soukaina Filali Boubrahimi, Ashit Neema, Ayman Nassar, Pouya Hosseinzadeh, Shah Muhammad Hamdi

“…We propose a new non‐saturating loss function for the Hydro‐GAN generator, which maximizes the log of discriminator probabilities to promote stable updates and aid convergence. …”
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Effects of climate change on goat production and mitigatory measures in semiarid savanna ecosystems by Alban Mugoti, Casper Nyamukanza, Anderson Munengwa, Sizo Moyo, Nation Chikumba

“…Climate change negatively affects goat productivity through decreased availability of high-quality forage, impaired reproductive function due to heat stress, and increased incidence of diseases associated with changing weather patterns. …”
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Real Time Fractional Robust Adaptive Scheme for Frequency Regulation in Double Area Hybrid Power System With Renewables by Ahmed Ragab, Dalia Allam, Ahmed F. Zobaa, Hazem Ali Attia

“…The proposed controller effectively minimizes area control error achieving stability and showing cost function enhancement of 15% to 152% compared to other tested controllers in all scenarios. …”
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Preparation and Characterization of Protein-Based Hydrogel: Cottonseed Protein Grafted with 2-Acrylamido-2-Methylpropanesulfonic Acid (AMPS) by Dehenenet Flatie Tassw, Tamrat Tesfaye, Murugesh Babu K.

“…N,N-methylene bisacrylamide serves as the crosslinking agent, while potassium persulfate (PPS) and sodium bisulfite (SBS) function as redox initiators. The optimization of hydrogel synthesis conditions was achieved using Design Expert-11 software, adjusting the AMPS to CSP ratio. …”
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Presenting a model of political behavior based on the theory of shadow management in the public sector with a hybrid method by Ghorbanali Khazaei Pool, davood kiakojouri, Mohammad Javad Tghipourian

“…The statistical population of the study includes scientific articles, academic theses, and books; 167 sources were examined, and ultimately 51 sources identified through a purposeful method of metasynthesis, components related to power, politics, and political behavior based on shadow management, were finally approved for analysis. …”
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The potential of biogas production and effects of alfalfa silage under the synergistic influence of Lactobacillus acidophilus and Rosa roxburghii pomace waste on the fermentation q... by Maoya Li, Jiachuhan Wang, Qiming Cheng, Zhongfu Long, Chao Chen, Yixiao Xie, Yao Lei, Yulian Chen, Yuanyuan Zhao, Xiangjiang He, Wei Yan, Zhijun Wang

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Stable microbial community promotes aerobic methanotrophy in a large river-reservoir system by Qiong Tang, Zhe Li, Lunhui Lu, Yan Xiao, Xinghua Wu, Dianchang Wang

“…In addition, the more pronounced niche differentiation also contributes to community stability in the lacustrine zone, which in turn facilitates the function of aerobic methanotrophy. In the riverine and lacustrine zones, the keystone species shift from the Alphaproteobacteria class (Alpha-MOB) to the Gammaproteobacteria class (Gamma-MOB), indicating distinct mechanisms for maintaining community stability in these zones. …”
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Replacement of soybean meal with fermented rapeseed meal in broiler diets: impacts on growth performance, gut health, and nutrient digestibility by Behrouz Dastar, Amin Ashayerizadeh, Fatemeh Sharifi, Vahid Jazi

“…Although FRSM did not fully match the growth performance achieved with SBM, it improved nutrient utilization and gastrointestinal health. These findings suggest that FRSM may serve as a functional alternative protein source to SBM by promoting gut integrity and supporting physiological health in broiler chickens.…”
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Construction and Completion of the Knowledge Graph for Cow Estrus with the Association Rule Mining by Zhiwei Cheng, Luyu Ding, Cheng Peng, Helong Yu, Baozhu Yang, Ligen Yu, Qifeng Li

“…To uncover potential relationships within the graph, we applied and compared two association rule algorithms: FP-Growth and Apriori. We utilized Boolean functions derived from association rule learning to validate the ability of the rules to identify normal estrus. …”
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Intellectual Rooms based on AmI and IoT technologies by Radhakrishnan Delhibabu, Pham Tuan Anh, Nataly Zhukova, Alexey Subbotin

“…This study successfully demonstrated the core functionalities using simulated data; future work will involve deployment and evaluation in real-world clinical environments to confirm its practical utility.…”
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Experimental determination and theoretical calculation for CO2 liquid-solid phase equilibrium in PLNG by Zihe LI, Jianlu ZHU, Qing MIAO, Feng YAN, Xin OUYANG, Chaofei NIE, Hui HAN, Yuxing LI

“…Methods A novel liquid-solid phase equilibrium test setup was designed and built with visualization and continuous sampling functions. This setup was employed to experimentally determine the liquid-solid phase equilibrium of carbon dioxide. …”
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Novel dihydroxybenzohydrazide grafted deoxycellulose for efficient removal of anionic food colorants and hexavalent chromium from wastewater by Magda A. Akl, Azza A. H. Fahim, El-Sayed R. H. El-Gharkawy

“…Ultimately, this study demonstrates that the fast-responsive CELL@HBH adsorbent can be effectively utilized to eliminate E122, E124, and Cr(VI) from a wide range of real water sources. …”
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Irrigation Water Salinity Affects Solute Transport and Its Potential Factors Influencing Salt Distribution in Unsaturated Homogenous Red Soil by Zhuoqi Zhang, Wangxing Yao, Yukun Huang, Xi Jiang, Zhentao Gao, Shaomin Chen, Shuai Tan

“…As a promising alternative water source to alleviate irrigation water scarcity in red soil regions in southern China, low-quality water could enhance regional water resource utilization and promote sustainable agriculture. …”
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Comprehensive behavioural study of senescence-accelerated mouse prone 8 and senescence-accelerated mouse prone 10 by Hiroshi Ueno, Yu Takahashi, Shinji Murakami, Kenta Wani, Tetsuji Miyazaki, Yosuke Matsumoto, Motoi Okamoto, Takeshi Ishihara

“…Conclusion: Together, these findings highlight the utility of SAMP8 and SAMP10 mice as models for studying age-related functional decline in the brain.…”
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Harnessing greylag goose optimization for efficient MPPT and seven-level inverter in renewable energy systems by K. Rajaram, R. Kannan

“…The inverter THD output voltage was used as the objective function, and the proposed method is particularly beneficial in agricultural settings. …”
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Designing a new tomato leaf disease classification framework using ran-based adaptive fuzzy c-means with heuristic algorithm model by Kanti Rongali Divya, Rao Gottapu Sasibhushana, Aruna Singam

“…It is done by assuming the AFCM parameters as a population of Dingoes and the maximum classification accuracy as its fitness function. Finally, the segmented images are fed to the classification process, where the Residual Attention Network (RAN) is used to attain the classified outcomes. …”
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An Improved Rule-Based Energy Management System: Effective Solution to Achieve Collaborative Control of Batteries in Multi-Prosumers Community Microgrid by Jiawei Huang, Chengxiong Mao, Bin Liu, Dan Wang, Rui Gao, Bo Gu

“…The integration of renewable energy sources into community microgrids is increasingly critical for reducing reliance on utility grids and promoting local energy consumption. …”
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Parent–Child Adaptive Responses for Digital Resilience by John P. Ziker, Jerry Alan Fails, Kendall House, Jessi Boyer, Michael Wendell, Hollie Abele, Letizia Maukar, Kayla Ramirez

“…Life history theory informs our approach to the development of parental control software that favors skill building and encourages parent–child discussions supporting child executive function and resilience to risks.…”
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