AI modeling for outbreak prediction: A graph-neural-network approach for identifying vancomycin-resistant enterococcus carriers. by Gregor Donabauer, Anca Rath, Aila Caplunik-Pratsch, Anja Eichner, Jürgen Fritsch, Martin Kieninger, Susanne Gaube, Wulf Schneider-Brachert, Udo Kruschwitz, Bärbel Kieninger

“…Moreover, they could enable a more effective approach to managing antimicrobial resistance.…”
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A fast video coding algorithm using data mining for video surveillance by Bingyue Xie

“…Video surveillance is crucial for various applications, including unmanned aerial vehicle operations, flight safety monitoring, social security management, industrial safety, and criminal detection. …”
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Semi-automatic staging area for high-quality structured data extraction from scientific literature by Luca Foppiano, Tomoya Mato, Kensei Terashima, Pedro Ortiz Suarez, Taku Tou, Chikako Sakai, Wei-Sheng Wang, Toshiyuki Amagasa, Yoshihiko Takano, Masashi Ishii

“…This curation workflow allows both automatic and manual operations, the former contains ‘anomaly detection’ that scans new data identifying outliers, and a ‘training data collector’ mechanism that collects training data examples based on manual corrections. …”
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Application of geodetic and mine surveying technologies in monitoring deformations of man-made structures by Yu.O. Zabolotna, Ye.A. Koroviaka, O.A. Pashchenko, V.O. Rastsvietaiev

“…The integration of these technologies into digital geoinformation systems (GIS) and automated monitoring platforms significantly enhances the capability to model, forecast, and manage deformation processes at industrial sites, mining operations, dam structures, and urban territories. …”
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An Integrated Lightweight Neural Network Design and FPGA-Accelerated Edge Computing for Chili Pepper Variety and Origin Identification via an E-Nose by Ziyu Guo, Yong Yin, Haolin Gu, Guihua Peng, Xueya Wang, Ju Chen, Jia Yan

“…This system not only achieves rapid and accurate chili pepper variety and origin detection but also provides an efficient and reliable intelligent agricultural management solution, which is highly important for promoting the development of agricultural automation and intelligence.…”
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Diagnostic accuracy of isolated-check visual evoked potentials for glaucoma: a systematic review and meta-analysis by Yongran Li, Yanling Lu, Tulong Lin

“…Eligible studies underwent methodological quality was appraised using the QUADAS-2 tool and Review Manager 5.3. Meta-analysis was conducted using Meta-Disc 1.4 and Stata 13.0 based on the hierarchical summary receiver operating characteristic (HSROC) model to derive pooled sensitivity, specificity, diagnostic odds ratio (DOR), and area under the curve (AUC). …”
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A novel framework for identifying fishing grounds from AIS data containing vessels of unknown types by Changhai Huang, Jialong Kong, Jian Zheng, Yuli Chen, Jingen Zhou

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Rethinking dosimeter assignment for military radiation safety by Hosub Chi, Jungmi Park, Gyoungjun Choi, Kang Ku

“… The increasing use of portable X-ray generators in military operations—particularly for explosive detection and counter-terrorism—has highlighted the need for a radiation safety strategy tailored to field-based, low-dose environments. …”
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Revolutionizing pig farming: Japan's technological innovations and environmental strategies for sustainability by Md Kamrul Hasan, Hong-Seok Mun, Eddiemar B. Lagua, Hae-Rang Park, Young-Hwa Kim, Md Sharifuzzaman, Jin-Gu Kang, Chul-Ju Yang

“…Precision pig farming technologies address these by optimizing resource use, enabling early disease detection to reduce costs, improving herd health to promote better welfare, and managing manure to reduce emissions. …”
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Responding to cholera outbreak in the Mtwara Region, Tanzania: Lessons learned, effective strategies, and scalable recommendations for broader impact by Vulstan James Shedura, Shira Mangube, Sabina Julius Ipembe

“…Following an alert on June 4, 2024, the Mtwara Regional Public Health Emergency Operations Center (RPHEOC) and the Masasi District Health Management Team (HMT) deployed a Rapid Response Team (RRT) to investigate and contain the outbreak. …”
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The Discriminants of Long and Short Duration Failures in Fulfillment Sortation Equipment: A Machine Learning Approach by Abed Mutemi, Fernando Bacao

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Multi-agent anti-drone architecture using an electromagnetic neutralization assisted by an event-triggered expert system and Blockchain-based approach by Yasmine Ghazlane, Bnouachir Hajar, El Maghraoui Hajar, Belkhala Sofia

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Demonstration Platform to Emulate Cognitive GEO-LEO Dual Satellite System by Kithmini Weththasinghe, Ying He, Quynh Tu Ngo, Beeshanga Jayawickrama, Eryk Dutkiewicz

“…The geostationary satellite is designated as the primary user (PU), while the LEO satellite operates as the secondary user (SU). A preamble detection-based sensing algorithm is developed to identify PU transmissions, ensuring efficient spectrum utilisation. …”
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A Deep Learning-Based Trajectory and Collision Prediction Framework for Safe Urban Air Mobility by Junghoon Kim, Hyewon Yoon, Seungwon Yoon, Yongmin Kwon, Kyuchul Lee

“…As urban air mobility moves rapidly toward real-world deployment, accurate vehicle trajectory prediction and early collision risk detection are vital for safe low-altitude operations. …”
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Fault Identification Model Using Convolutional Neural Networks with Transformer Architecture by Yongxin Fan, Yiming Dang, Yangming Guo

“…However, this also introduces new challenges, particularly the inability of machines to autonomously detect and diagnose faults. Such undetected issues may cause unexpected breakdowns, interrupting critical operations, leading to economic losses and potential safety hazards. …”
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Internet of Things-Enhanced Intelligent Agricultural Surveillance and Control System by Madina Jayanthi Rao, Bosubabu Sambana, Bondala Ramakrishna, Arangi Dasaradha, Malla Ramanaiah

“…Soil moisture monitoring, hydraulic pressure monitoring, soil testing, preventing trespassing through motion detection, and conserving energy are only some of the agricultural and irrigational operations that are the subject of this research. …”
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Gain efficiency with streamlined and automated data processing: Examples from high-throughput monoclonal antibody production. by Malwina Kotowicz, Magdalena Shumanska, Sven Fengler, Birgit Kurkowsky, Anja Meyer-Berhorn, Elisa Moretti, Josephine Blersch, Gisela Schmidt, Jakob Kreye, Scott van Hoof, Elisa Sánchez-Sendín, S Momsen Reincke, Lars Krüger, Harald Prüß, Philip Denner, Eugenio Fava, Dominik Stappert

“…We show that our approach streamlines data management operations, speeds up experimental cycles and leads to enhanced reproducibility. …”
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An explainable predictive model for anxiety symptoms risk among Chinese older adults with abdominal obesity using a machine learning and SHapley Additive exPlanations approach by Tengfei Niu, Shiwei Cao, Jingyu Cheng, Yu Zhang, Zitong Zhang, Ruiling Xue, Jingxi Ma, Qian Ran, Xiaobing Xian, Xiaobing Xian

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Geocoding Applications for Enhancing Urban Water Supply Network Analysis by Péter Orgoványi, Tamás Hammer, Tamás Karches

“…Geospatial tools and geocoding systems play an increasingly significant role in the modernization and operation of municipal water utility networks. This research explored how geocoding systems could improve network management, facilitate leak detection, and enhance hydraulic modeling accuracy. …”
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3D-CNN with Multi-Scale Fusion for Tree Crown Segmentation and Species Classification by Jiayao Wang, Zhen Zhen, Yuting Zhao, Ye Ma, Yinghui Zhao

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