Effects of the Vivifrail-B multicomponent exercise program based on society ecosystems theory on physical function in community-dwelling frail older adults: A randomized controlled... by Yue Li, Shasha Li, Xu Weng, Xinyu Yang, Jianyi Bao, Shufang Liao, Yingxue Xi, Xiaofang Song, Guojing Guo

“…Exercise compliance assessments and satisfaction surveys were conducted at post intervention. Generalized estimating equations was used to compare outcome measures. …”
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The Impact of the COVID-19 Pandemic on the Mental Health of Older Primary Care Patients and Their Family Members by Tara Seibert, Matthew W. Schroeder, Anthony J. Perkins, Seho Park, Eleanor Batista-Malat, Katharine J. Head, Tamilyn Bakas, Malaz Boustani, Nicole R. Fowler

“…Mean scores on the Patient Health Questionnaire-9 (PHQ-9) and the Generalized Anxiety Disorder Scale-7 (GAD-7) were measured and compared before and during the pandemic. …”
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CFD Modelling of a Centrifugal Compressor with Experimental Validation through Radial Diffuser Static Pressure Measurement by Brett Dewar, Jonna Tiainen, Ahti Jaatinen-Värri, Mike Creamer, Mariana Dotcheva, Jovana Radulovic, James M. Buick

“…The results show that the CFD model generally slightly underpredicts the static pressure value as compared to the experimental results. …”
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Few-shot Remote Sensing Imagery Recognition with Compositionality Inductive Bias in Hierarchical Representation Space by Shichao Zhou, Zhuowei Wang, Zekai Zhang, Wenzheng Wang, Yingrui Zhao, Yunpu Zhang

“…In this case, the prior knowledge learned from these data-driven methods may exhibit dataset bias, resulting in inadequate generalization to the current recognition task. Different from the naive data-driven strategies mentioned above, we alternatively devote to delicate feature modeling by constraining the mapping behavior of deep neural networks. …”
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Improved Neutral Density Predictions Through Machine Learning Enabled Exospheric Temperature Model by Richard J. Licata, Piyush M. Mehta, Daniel R. Weimer, W. Kent Tobiska

“…These comparisons show that EXTEMPLAR‐ML generally has the best performance of the three models during storms. …”
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A Spatial–Temporal Difference Aggregation Network for Gaofen-2 Multitemporal Image in Cropland Change Area by Chuang Liu, Liyang Bao, Zhiqi Zhang

“…In addition, we conduct generalization experiments on the remaining three mainstream datasets, demonstrating that our method is equally applicable to other change detection scenarios.…”
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Advances in Light Field Spatial Super-Resolution: A Comprehensive Literature Survey by Wenqi Lyu, Hao Sheng, Wei Ke, Xiao Ma

“…Future research should focus on enhancing the robustness, generalization, and capability of algorithms to handle complex scenarios. …”
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Missing Risk Factor Prediction in Cardiovascular Disease Using a Blended Dataset and Optimizing Classification With a Stacking Algorithm by Jannatul Mauya, Saad Sahriar, Sanjida Akther, Ruhul Amin, Sabba Ruhi, Md. Shamim Reza

“…The results show that our proposed stacked algorithm for the combined dataset with the ensemble features significantly improved accuracy by 93.47%, and an AUC score of 94.50% demonstrated more accurate and early prediction than the previous research and also provided the model's diversity, resilience, generalization, and adaptability to varied datasets.…”
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Study on Fracture Morphological Characteristics of Refracturing for Longmaxi Shale Formation by Yintong Guo, Lei Wang, Xin Chang, Jun Zhou, Xiaoyu Zhang

“…The refracturing breakdown pressure is generally slightly higher than that of initial fracturing. …”
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Machine Learning-Based Prediction of 2 MW Wind Turbine Tower Loads During Power Production Based on Nacelle Behavior by Soichiro Kiyoki, Shigeo Yoshida, Mostafa A. Rushdi

“…Strain measurement methods are generally used to monitor the load on a structure and are highly accurate, but their widespread implementation across all wind turbines is impractical due to cost and labor constraints. …”
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Experimental assessment of condition monitoring techniques for an OWC electrical generator operating at overload by Joseba Lopez-Mendia, Iker Erkiaga, Pablo Ruiz-Minguela, Ivan Ruibal, Eider Robles, Salvador Ceballos

“…Implementing this procedure for Wave Energy Converters would result in a generator operating well below its nominal power, leading to prolonged periods of suboptimal efficiency depending on the location of the device.Generators are generally engineered to manage brief periods of overload. …”
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Estrategias de dirección para el enfrentamiento a la pandemia de la COVID-19 by Daimilé López Tagle, Sara Amneris Urgellés Carreras, Yoel Alberto Fleites Alonso, Osvaldo Miranda Gómez

“…Una vez esclarecida la tarea, se definió en la institución, la misión, visión, objetivos generales y política de calidad para la asistencia médica en esta situación sanitaria. …”
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Plasma amino acid profiles of dogs with the hepatocutaneous syndrome and dogs with other chronic liver diseases by Rommaneeya Leela‐arporn, Karah Burns DeMarle, Cailin R. Heinze, Cynthia R. L. Webster

“…Conclusions and Clinical Importance Generalized plasma hypoaminoacidemia does not accompany non‐HCS CLD. …”
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Oral Health Status of the Elderly at Tonga, West Region, Cameroon by Yotat Michele Lolita, Agbor Ashu Michael, Ntumba Hubert, Djachechi Florence, Bolenge Jacques

“…The oral status of the elderly was generally poor.…”
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PeritonitiSoft, una herramienta para el aprendizaje de la peritonitis aguda by Iliana Guerra Macias, José Reynaldo Domínguez Pérez, Elsa Martínez Sariol, Nadina Travieso Ramos, María Eugenia García Céspedes

“…Presenta además los Créditos con los datos generales de los autores. Los expertos en informática y los usuarios valoraron de Muy adecuado el producto informático. …”
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A New Method of Central Axis Extracting for Pore Network Modeling in Rock Engineering by Xiao Guo, Kairui Yang, Haowei Jia, Zhengwu Tao, Mo Xu, Baozhu Dong, Lei Liu

“…The modeling results showed that the new developed method is generally effective for digital core and pore network simulation. …”
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Evaluating the Accessibility of Urban Public Open Spaces Based on an Improved 2SFCA Model: A Case Study Within Chengdu’s Second Ring Road by Ling Jian, Xiaojiang Xia, Yinbing Zhao, Yang Zhang, Yuanqiao Wang, Yi Tang, Jie Chang, Changliu Wang

“…There are substantial differences in service quality among UPOS, while the diversity of surrounding environmental service functions remains generally high. UPOS demand follows a “high in the northeast—low in the southwest” spatial pattern. …”
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Localization and detection of deepfake videos based on self-blending method by Junfeng Xu, Xintao Liu, Weiguo Lin, Wenqing Shang, Yuefeng Wang

“…However, these methods often suffer from limited generalization capabilities, exhibiting poor performance when detecting fake videos outside of their training datasets. …”
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Numerical Study on the Relationship between the Dominant Frequency of Blasting Vibration and the Development of Plastic Zone in Cylindrical Charge by Da Liu, Xiaohua Zhao, Jianglin Gao, Binghan Xue, Xiaobin Wu, Songtao Hu, Fang Chen

“…Based on symmetry, a theoretical analysis in terms of a spherical explosion source is generally sufficient to describe a cavity excited by a spherical explosion charge. …”
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Arrears behavior prediction of power users based on BP neural network and multi-scale feature learning: a refined risk assessment framework by Liang Yu, Yuanshen Hong, Hua Lin, Xu Jiang, Ziming Song

“…The study concludes that the effective fusion of multi-scale features not only enhances the model’s prediction performance but also strengthens its generalization ability. This method provides an advanced risk management tool for power companies, helping to increase the operational efficiency of smart grids and encouraging further research toward greater intelligence in the field.…”
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