Adaptive Scheduling in Cognitive IoT Sensors for Optimizing Network Performance Using Reinforcement Learning by Muhammad Nawaz Khan, Sokjoon Lee, Mohsin Shah

“…To address these challenges and to establish a connected network, there is always a need for a system to evaluate the contents of detected data values and dynamically switch sensor states based on their function. …”
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Ageing well in the urban environment: meeting the health and social needs of older Adults - study protocol for a prospective, longitudinal mixed-methods study by Marie Bolster, Abhijit Visaria, David Matchar, Denis Gerstorf, Tillman Schmitz, Benjamin Labohm, Raphael Kohl, Dagmar Haase, Paul Gellert, Angelique Chan, Wolfram J. Herrmann

“…Additionally, three functional tests (cognitive functioning, hand grip strength, and walking speed) are carried out with participants. …”
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Assessing spatially-compounding drought probabilities in inter-basin water diversion: Insights from the Tao River water diversion project in China by Wan Zhou, Dedi Liu, Yufei Cheng, Junde Wang

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Overcoming Stagnation in Metaheuristic Algorithms with MsMA’s Adaptive Meta-Level Partitioning by Matej Črepinšek, Marjan Mernik, Miloš Beković, Matej Pintarič, Matej Moravec, Miha Ravber

“…This study introduces <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>M</mi><mi>s</mi><mi>M</mi><mi>A</mi></mrow></semantics></math></inline-formula>, a novel meta-level strategy that externally monitors MAs to detect stagnation and adaptively partitions computational resources. …”
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Health-related quality of life, physical and mental capacity at one year follow up of COVID-19 ICU patients: A prospective cohort study by Anders Ersson, Henrik Överengen Reuterborg, Anestis Divanoglou, Richard Levi, Lotti Orwelius

“…Abstract Purpose In 2020 as COVID-19 rapidly overwhelmed ICU resources, patient care capacity was reduced thus increasing the risk of development of post intensive care syndrome (PICS). …”
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Targeting GJB4 to inhibit tumor growth and induce ferroptosis in pancreatic cancer by Xiangru Zheng, Wenjun Li, Xiaoli Li, Qianyi Yao, Luquan Zheng, Rongrong Fan, Ping Bie

“…Bioinformatics analysis was conducted to explore the function of GJB4 in PC cells. Changes in ferroptosis in PC cells following GJB4 downregulation were detected by immunofluorescence staining, transmission electron microscopy, and western blotting.ResultsGJB4 expression was found to be upregulated in PC tissues and positively correlated with patient survival. …”
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Optimizing processing methods for maximum bioactive retention: comparative metabolomic analysis of dried loquat (Eriobotrya japonica) flowers and their powdered extracts by Mingzheng Duan, Jieming Feng, Jing-Han Feng, Xi Wang, Xu Xiao, Shirong He, Hengcui Guo, Wenyan Zhang, Zhumao Jiang, Tongfa Wan, Muhammad Junaid Rao

“…The results demonstrate that freeze-drying optimizes flavonoid retention, making it ideal for high-quality nutraceuticals, while heat-drying may suit cost-effective production of select heat-stable compounds. These insights guide the development of standardized loquat flower products, balancing bioactive preservation with processing efficiency for functional food and herbal medicine applications.…”
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A Study on the Influence Mechanisms of Neighborhood Vitality and the Characteristics of Spatial and Temporal Differentiation in the Urban Fringe Areas of Wuhan City by Yan Long, Siyu Hu, Zhengyuan Lu, Lianghao Cheng, Cairui Zhen, Jingmei Shao, Yuqiao Zheng, Xuehui Zhou, Jin Li, Yudi Lin, Shu Zhang, Yue Wang, Tianyue Luo, Haijuan Zhao, Xuejun Liu

“…This paper quantifies the neighborhood vitality of the fringe areas by the short-stay visitors in the fringe areas and selects the 5D elements of the built environment and social media data from multiple sources to construct the indicator system assessing the neighborhood vitality of the urban fringe areas. …”
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Strategies and Challenges for Unmanned Aerial Vehicle-Based Continuous Inspection and Predictive Maintenance of Solar Modules by Ghulam E. Mustafa Abro, Amjad Ali, Sufyan Ali Memon, Tayab Din Memon, Faheem Khan

“…Our review paper emphasizes instant functionality and practical insights for predictive maintenance, without necessitating complex computing resources or optimization tools. …”
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The amino acid composition of Polygonum hydropiper L. and Polygonum persicaria L. herbs of Ukrainian flora by I. A. Lukina, O. V. Mazulin, H. P. Smoilovska, H. V. Mazulin, I. N. Shevchenko

“…The received results testify the promising use of the plant material and will be considered in the future work for the more in-depth study of the selected objects as a source of natural bioactive substances.…”
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Evaluation of innovative technology market potential on the basis of technology audit by Oleksandra Kosenko, Victoriia Cherepanova, Iryna Dolyna, Viktoriia Matrosova, Olena Kolotiuk

“…This mechanism is built on structure evaluation table of technology market potential level detection as an object of commercialization. To ensure the efficiency of practical effect of the mechanism proposed, the authors systematized and completed methods of functional analysis and scanning of market environment for the purpose of qualitative comprehensive evaluation and innovative technology market potential forecasting.Introduction of the proposed evaluation method for technology market potential will result in the improvement of efficiency of enterprise innovation activity due to more rational distribution of available resources and immediate financing of developments with greater market potential.…”
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Fe foam supported FeVO4 nanoparticles for electrochemical nitrogen fixation at ambient conditions by Abdulmalik Aminu, Bilal Masood Pirzada, Shamraiz Hussain Talib, Janah Shaya, Ibrahim Yildiz, Sharmarke Mohamed, Ahsanulhaq Qurashi

“…As global energy demand continues to rise with fossil fuels dwindling at a faster rate, posing energy and environmental concerns, there is a growing interest in exploring alternative, green, and renewable energy sources. Ammonia is a key hydrogen energy carrier and precursor to many value-added products, and the efforts for its generation at commercial scale using greener methods are intensifying to mitigate the reliance on the energy-intensive Haber-Bosch process. …”
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Feedback of patient-reported outcomes to healthcare professionals for comparing health service performance: a scoping review by Dominique A Cadilhac, Shaun L Hancock, Olivia F Ryan, Violet Marion, Sharon Kramer, Paulette Kelly, Sibilah Breen

“…Therefore, the aim of this scoping review was to summarise the emerging approaches to PROs data for ‘service-level’ feedback to healthcare professionals.Setting Healthcare professionals receiving PROs data feedback at the health-service level.Data sources Databases selected for the search were Embase, Ovid Medline, Scopus, Web of Science and targeted web searching. …”
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Influence of Water Immersion on Coal Rocks and Failure Patterns of Underground Coal Pillars Considering Strength Reduction by Haihua Zhu, Peitao Wang, Kewei Zhang, Yijun Gao, Zhenwu Qi, Meifeng Cai

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Thermophilic microbial agents promote the fermentation progression of spent mushroom compost and pig manure by Hongbo Du, Chongchong Lu, Muhanmad Zunair Latif, Jianfeng Du, Yong Liu, Hongxin Li, Xinhua Ding

“…Overall, the application of thermophilic microbial agents not only extended the high temperature phase of composting by over 30% and shortened the composting cycle by 50%, but more importantly, it achieved comprehensive improvement in compost quality by selectively enriching functional microbial communities such as Pseudomonas. …”
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Degradation of Tetracycline in Wastewater by Persulfate Activated by Sulfidated Nanometer Zero-valent Iron by Qiuyue YE, Zhengchun HU, Ziyi WANG, Wen XU, Shiyi ZHAO, Xuying DENG, Minghao GUO, Na GUO, Bing LIAO

“…This study employs thiourea as the sulfur source to prepare highly active S–nZVI and constructs an S–nZVI-activated per-disulfide PDS oxidation system to achieve efficient tetracycline degradation. …”
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Prediction of Alzheimer’s Disease Based on Multi-Modal Domain Adaptation by Binbin Fu, Changsong Shen, Shuzu Liao, Fangxiang Wu, Bo Liao

“…<b>Background/Objectives:</b> Structural magnetic resonance imaging (MRI) and 18-fluoro-deoxy-glucose positron emission tomography (PET) reveal the structural and functional information of the brain from different dimensions, demonstrating considerable clinical and practical value in the computer-aided diagnosis of Alzheimer’s disease (AD). …”
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Exploring exhaled breath biomarkers for lactose intolerance diagnosis: the Lactobreath pilot study protocol by Daniel Pohl, Stamatios Giannoukos, Kathryn Jane Burton-Pimentel, Roxane Guillod, Guy Vergères

“…Diagnosis is complicated as food intolerance is often associated with functional GI disorders, while FODMAPs may exert their effects individually or in combination. …”
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Evaluation Methods for the Human–Land Coupling Coordination Relationship in a Metro Station Area: A Case Study of Chengdu Metro Line 1 by Zhiyue Qiu, Shirui Wen, Hong Yuan, Ziyi Liu, Yao Wei, Siqi Yanling, Runlong Dai, Xiang Li, Yuxin Gu

“…Finally, some improvement strategies are put forward, such as optimizing the network layout, building multi-level centers, strengthening functional connections, and enhancing the development intensity. …”
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Decellularized porcine liver scaffold for maintaining the viability and capacity of pancreatic islets by N. V. Baranova, A. S. Ponomareva, A. D. Belova, L. A. Kirsanova, D. D. Filin, E. A. Nemets, Yu. B. Basok, V. I. Sevastianov

“…Bioengineered pancreatic constructs based on scaffolds made from decellularized tissues and pancreatic islets (PIs) may be used to extend the functional activity of transplanted PIs in patients with type I diabetes. …”
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