Development and external validation of machine learning-based models to predict patients with cellulitis developing sepsis during hospitalisation by Li Hu, Xilingyuan Chen, Rentao Yu

“…The best models were selected and then externally validated in 2506 patients with cellulitis from the YiduCloud database of our university. The performances and robustness of selected models were further compared in the external-validation group by area under the curve (AUC), diagnostic accuracy, sensitivity, specificity and diagnostic OR.Primary outcome measures The primary outcome of interest in this study was the development based on the Sepsis-3.0 criteria during hospitalisation.Results Patient characteristics were significantly different between the two groups. …”
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Impact of Cyclonic Storm “Sitrang” over the Bay of Bengal on Heavy Rain and Snow in Eastern Tibet by Xiaotao Zhao, Lunzhu Danzeng, Qu Chi, Xulin Ma, Yuting Tan, Luozhu Duodian, Ranzhen Danzeng

“…The results indicate that (1) the influence of the cloud systems surrounding the Bay of Bengal storm “Sitrang” was a significant factor contributing to the occurrence of this heavy rain and snow weather. (2) Sustained stability of the southern branch trough and the western Pacific subtropical high favored the establishment and maintenance of the mid-level jet stream ahead of the storm. …”
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Human Posture Recognition and Estimation Method Based on 3D Multiview Basketball Sports Dataset by Xuhui Song, Linyuan Fan

“…After feature extraction is performed on the RGB image and the depth image, respectively, the RGB feature, the local feature of the point cloud, and the global feature are spliced and fused to form a feature vector of N × 1152. …”
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Data-Driven Technologies for Energy Optimization in Smart Buildings: A Scoping Review by Joy Dalmacio Billanes, Zheng Grace Ma, Bo Nørregaard Jørgensen

“…The key technologies identified included big data analytics, Artificial Intelligence, Machine Learning, the Internet of Things, Wireless Sensor Networks, Edge and Cloud Computing, Blockchain, Digital Twins, and Geographic Information Systems. …”
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Timescales of Solar System Formation Based on Al–Ti Isotope Correlation by Supernova Ejecta by Tsuyoshi Iizuka, Yuki Hibiya, Satoshi Yoshihara, Takehito Hayakawa

“…We further use the Al–Ti isotope correlation to constrain the timing and location of the supernova explosion, indicating that the explosion occurred at 20–30 pc from the protosolar cloud, 0.94 +0.25/–0.21 Myr before the formation of the oldest solar system solids. …”
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Multispectral Polarization State Analyzer of Scanning Polarimeter ScanPol by Ivan Syniavskyi, Yevgen Oberemok, Yuriy Ivanov, Mikhail Sosonkin

“…The aim of the Ukrainian space mission Aerosol-UA is to create a database based on continuous satellite measurements of the optical characteristics of aerosol and cloud particles in the Earth’s atmosphere over a long period of time. …”
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A new experimental set-up for aerosol stability investigations in microgravity conditions by Graziani, Charles, Nespoulous, Mathieu, Denoyel, Renaud, Fauve, Stephan, Chauveau, Christian, Deike, Luc, Antoni, Mickaël

“…This work is part of the AEROSOL project of DECLIC-EVO supported by CNES and aims to help the understanding of cloud microphysics which remains a critical open problem in the context of global warming.…”
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TREMSUCS-TCGA – an integrated workflow for the identification of biomarkers for treatment success by Balogh Gabor, Jorge Natasha, Dupain Célia, Kamal Maud, Servant Nicolas, Le Tourneau Christophe, Stadler Peter F., Bernhart Stephan H.

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Seamless monitoring of marine heatwaves: capability of gap-filled, geostationary satellite sea surface temperature data by Seonju Lee, Myung-Sook Park

“…While geostationary satellites can provide hourly SST data at local and large scales, cloud cover poses a fundamental limitation due to its shielding of the infrared radiation from the ocean surface. …”
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Cosmic rays escape from their sources by A. Marcowith

“…In particular, we discuss in some detail the cosmic-ray cloud (CRC) model, which has been widely used to investigate CR propagation in the environment of supernova remnants. …”
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A Sensor-Based Data Acquisition System for Soil Parameters to Determine Suitable Crops by Blessing Olatunde Abisoye, Eustace Manayi Dogo, Buhari Ugbede Umar, Isaac Zhiri Mamman

“…The system collects data through a network of sensors installed in the soil and wirelessly transmits the data to a cloud-based server. The collected data is then analyzed and visualized in through a web-based dashboard, providing farmers with information about the state of their soil. …”
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The Influence of the Intermittent Behavior of the Nocturnal Atmospheric Flow on the Prediction of the Diurnal Temperature Range: A Simplified Model Analysis by Leandro L. Gonzales, Felipe D. Costa, Otávio C. Acevedo, Daniel M. dos Santos, Luiz E. Medeiros, Arlindo D. Carvalho Junior, Franciano S. Puhales, Vagner Anabor, Luis G. N. Martins, Giuliano Demarco, Gervásio A. Degrazia

“…The variation of the atmospheric temperature near the surface associated with anthropogenic effects is analyzed using a simplified atmospheric model. Local changes in cloud cover and four different scenarios of atmospheric concentration of carbon dioxide are considered. …”
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Realizacija onlajn sistema monitoringa potrošnje i kontrole kvaliteta napajanja u kompaniji Gruner Serbian doo by Bojan Simonović, Miodrag Vuković, Željko V. Despotović

“…U sistemu je instaliran i Cloud podsistem kako bi se putem udaljenog računara ili posredstvom aplikacije na mobilnom telefonu mogli u realnom vremenu pratiti svi relevantni parametri.…”
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A study on the carbon emission reduction pathways of China’s digital economy from multiple perspectives by Xiaoyan Shi, Zhenhua Zhu, Jiaxin Wu, Zhijiang Li

“…As the share of the digital economy’s output continues to rise each year, the emergence of new industries such as e-commerce, mobile payments, and cloud computing has opened new avenues for carbon emission reduction (CER). …”
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IoT-enhanced smart road infrastructure systems for comprehensive real-time monitoring by Zhoujing Ye, Ya Wei, Songli Yang, Pengpeng Li, Fei Yang, Biyu Yang, Linbing Wang

“…To address these challenges, this study developed a self-powered distributed intelligent pavement monitoring system based on IoT, encompassing a sensor network, cloud platform, communication network, and power supply system. …”
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Management of Sustainable Development of the Fuel and Energy Complex of the Regional Economic System Based on Digital Technologies by Ekaterina A. Zemlyacheva

“…Features of the new approach are: 1) transition from public administration to corporate governance; 2) reliance on digital technologies in management; 3) flexible use of digital technologies in management, which involves the limited and careful use of controversial technologies (geographic information systems, Internet of things, cloud services and artificial intelligence) and the expansion of the use of key technologies that positively affect the sustainability of the fuel and energy complex in the regional economy of Russia: ERP systems, large data and digital platforms. …”
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Application of multi-dimensional team cooperation management in reducing the number of patient companions in the emergency ward during the COVID-19 outbreak (新型冠状病毒肺炎疫情防控期间运用多维度团队协... by CHEN Jiachun (陈佳春), SHI Hailiu (施海柳), PENG Lei (彭蕾)

“…A comprehensive set of interventions was carried out including the establishment of hospital Wetchat platform, implementation of visual inter-conversation door-entry control system, enhancing the screening of attendants, improving the nursing quality, strengthening the concept of unattended severe and adopting ICU Visiting based on cloud technology. The aim of multi-dimensional team cooperation management was to reduce the number of patient companions, as well as risk of cross-infection in the ward during the COVID-19 outbreak. …”
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Intelligent information systems for power grid fault analysis by computer communication technology by Ronglong Xu, Jing Zhang

“…The system incorporates a novel fault diagnosis model, combining advanced communication technologies such as distributed computing, real-time data transmission, cloud computing, and big data analytics, to establish a multi-layered information processing architecture for grid fault analysis. …”
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Enhanced gap-filling for satellite-derived crop monitoring using temperature-driven reconstruction techniques by Flavian Tschurr, Lukas Valentin Graf, Achim Walter, Helge Aasen

“…Our approach requires fewer satellite observations compared to traditional remote sensing time series algorithms, making it suitable for agricultural areas with high cloud cover. Consequently, it has significant potential to improve the reliability of crop productivity assessments based on remote sensing data.…”
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Developing a Robust Model Based on the Gaussian Process Regression Approach to Predict Biodiesel Properties by Inna Pustokhina, Amir Seraj, Hafsan Hafsan, Seyed Mojtaba Mostafavi, S. M. Alizadeh

“…These properties include kinematic viscosity (KV), pour point (PP), iodine value (IV), and cloud point (CP) as a function of fatty acid composition. …”
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