A phenomenological study of knowledge concealment in country water and sewage engineering company by Gholamreza Moghadasi, Hamidreza Rezaei Kelidbari, Mohammad Doostar

“…Since knowledge sharing is essentially a behavioral issue, using a reward system is one of the ways to increase the probability of this behavior from employees. …”
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Expert consensus on the evaluation and management of high-risk indeterminate pulmonary nodules by Yang Dawei, Stephan Lam, Kai Wang, Zhou Jian, Zhang Xiaoju, Wang Qi, Zhou Chengzhi, Zhang Lichuan, Bai Li, Wang Yuehong, Li Ming, Sun Jiayuan, Li Yang, Fengming Kong, Haiquan Chen, Ming Fan, Xuan Jianwei, Fred R. Hirsch, Charles A. Powell, Bai Chunxue

“…Findings: The experts believed that the prevalence of pulmonary nodules was very high, and it that was difficult to diagnose early-stage lung cancer due to the small size of the nodules, often leading to delayed diagnosis or overtreatment. To address this issue and to improve long-term outcome, the panel considered important to revise the classification of high-risk IPNs, (1) as pulmonary nodules that cannot be clearly diagnosed with non-surgical biopsy procedures, but is highly suspicious for early-stage lung cancer. …”
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Cloud–Edge Collaborative Model Adaptation Based on Deep Q-Network and Transfer Feature Extraction by Jue Chen, Xin Cheng, Yanjie Jia, Shuai Tan

“…The framework enables category-level dynamic decision making, allowing for selective migration of classification head parameters to achieve on-demand adaptive optimization of the edge model and enhance consistency between cloud and edge results. …”
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Acceptance of the COVID-19 vaccine in Generation Z: A cross-sectional study in Southeast Sulawesi, Indonesia by Chevin Ramadhan Hadiwijaya, Muhammad Imam Zan Zabiyla Analuddin, Ayikacantya Sudayasa, Muhammad Hoki Akbar, Lilyana Aritonia Ahmad, Juminten Saimin

“…Generation Z is more concerned with environmental issues related to the pandemic situation. Objective: This study aimed to assess the acceptance of the COVID-19 vaccine in Generation Z. …”
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RETRACTED ARTICLE: Hybrid CNN-LSTM model with efficient hyperparameter tuning for prediction of Parkinson’s disease by Umesh Kumar Lilhore, Surjeet Dalal, Neetu Faujdar, Martin Margala, Prasun Chakrabarti, Tulika Chakrabarti, Sarita Simaiya, Pawan Kumar, Pugazhenthan Thangaraju, Hemasri Velmurugan

“…Speech changes or communication issues are among the challenges that Parkinson’s individuals may encounter. …”
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Stacking ensemble learning models diagnose pulmonary infections using host transcriptome data from metatranscriptomics by Tian Zhang, Ying Deng, Wentao Wang, Zhe Zhao, Yiling Wu, Haoqian Wang, Shutao Xia, Weifang Liao, Weijie Liao

“…While metatranscriptomic sequencing offers a powerful approach, its clinical utility is often limited by issues of timeliness. In this study, we conducted metatranscriptomic sequencing on bronchoalveolar lavage fluid (BALF) collected from critically ill, severely ill, and ICU patients. …”
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Gully Erosion Susceptibility Prediction Using High-Resolution Data: Evaluation, Comparison, and Improvement of Multiple Machine Learning Models by Heyang Li, Jizhong Jin, Feiyang Dong, Jingyao Zhang, Lei Li, Yucheng Zhang

“…Gully erosion is one of the significant environmental issues facing the black soil regions in Northeast China, and its formation is closely related to various environmental factors. …”
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The effect of the irrigation solutions on dentin organic components: Pilot study by Z. S. Khabadze, Yu. A. Generalova, Yu. A. Taptun, L. A. Kozhevnikova, F. Ya. Gadzhiev, M. Yu. Dashtieva

“…Tooth decay and its complications are prevalent dental issues among adults. Endodontic treatment is the standard of care for complicated caries, specifically pulpitis and periodontitis. …”
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Land Use Functions Serve as a Critical Tool for Advancing the Settlements Quality Assessment in Traditional Villages: A Case Study of Guizhou Province by Yan Wang, An Huang, Feier Wang, Zhe Cheng, Min Wang

“…A key challenge in addressing current settlement issues is the development of a scientifically grounded assessment framework for evaluating the quality of the settlement in traditional villages. …”
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Development characteristics and potential of fault-fracture reservoir in southwest margin of Ordos Basin by HE Faqi, LI Junlu, GAO Yilong, WU Jinwei, BAI Xingying, GAO Dun

“…However, this also complicates the reservoir's homogeneity and the variability of its capacity, posing challenges for fine characterization of the reservoir's internal structure and for researching capacity control factors. To address these issues, the study employs spatial characterization of the fracture system, fracture classification, and capacity comparative analysis. …”
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Hyper CLS-Data-Based Robotic Interface and Its Application to Intelligent Peg-in-Hole Task Robot Incorporating a CNN Model for Defect Detection by Fusaomi Nagata, Ryoma Abe, Shingo Sakata, Keigo Watanabe, Maki K. Habib

“…In this paper, a hyper cutter location source (HCLS)-data-based robotic interface is proposed to cope with the issues. Due to the HCLS-data-based robot interface, the robotic control sequence can be visually and unifiedly described as NC codes. …”
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Automatic model of sleep apnea detection using optimized weighted fusion process of hybrid convolution (1D/2D) efficient attention network from EEG signals by R. Nandakumar, Rajesh Arunachalam, R Pugalenthi, Karthikayen Arunachalam

“…Abstract Background Sleep apnea (SA) is a sleep disorder characterized by breathing interruptions, and it causes significant health risks, including cardiovascular diseases, stroke, and secondary issues such as daytime accidents. The complex nature of SA necessitates accurate and timely diagnosis. …”
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Modern Approaches to the Management of Children with Atypical Hemolytic Uremic Syndrome by Khadizha M. Emirova, Tatiana Yu. Abaseeva, Alexander A. Baranov, Nato D. Vashakmadze, Elena A. Vishneva, Galina A. Generalova, Ekaterina Yu. Zakharova, Tatiana A. Kaluzhnaya, Sergey I. Kutsev, Leyla S. Namazova-Baranova, Tamara P. Makarova, Tea V. Margieva, Sofya A. Mstislavskaya, Aleksandr L. Muzurov, Tatiana E. Pankratenko, Marina M. Shilova, Marina V. Fedoseenko

“…Experts of the Union of Pediatricians of Russia have developed modern guidelines on management of children with atypical hemolytic uremic syndrome (aHUS). aHUS is ultra-rare (orphan) disease with progressive and relapsing course during the life with potentially life-threatening state. This article covers issues of disease etiology, pathogenesis, and classification. …”
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A case study for optimising the geometry and moment capacity of code compliant welded RWS connections by Meysam Bayat, Konstantinos Daniel Tsavdaridis, Andrés Alonso-Rodriguez

“…However, improper positioning or sizing of the web opening can lead to a non-compliant RWS connection compromising the capacity to withstand drift demands and altering the connection classification from fully restrained to partially restrained. …”
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Predicting Tropical Cyclone Extreme Rainfall in Guangxi, China: An Interpretable Machine Learning Framework Addressing Class Imbalance and Feature Optimization by Yuexing Cai, Cuiyin Huang, Fengqin Zheng, Guangtao Li, Sheng Lai, Liyun Zhu, Qiuyu Zhu

“…Additionally, it offers a valuable reference for addressing imbalance issues in similar research fields.…”
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Automated Analysis of Service Life of Air-Lines of the Electricity Transmission of Electric Power Systems by E. M. Farhadzadeh, A. Z. Muradaliyev, S. A. Abdullayeva, A. A. Nazarov

“…Attention is paid to the issues of quantitative assessment of the degree of aging for a set of overhead power transmission lines, classification of these lines to identify the most significant classes and methodology for assessing the difference in the degree of aging when classifying them according to specified types of signs (for example, the difference in the degree of aging of overhead power transmission lines of grid enterprises of electric power systems). …”
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Dynamic Approach to Update Utility and Choice by Emerging Technologies to Reduce Risk in Urban Road Transportation Systems by Francesco Russo, Antonio Comi, Giovanna Chilà

“…International research attention on evacuation issues has increased significantly following the human and natural disasters at the turn of the century, such as 9/11, Hurricane Katrina, Cyclones Idai and Kenneth, the Black Saturday forest fires and tsunamis in Japan. …”
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A Ship’s Maritime Critical Target Identification Method Based on Lightweight and Triple Attention Mechanisms by Pu Wang, Shenhua Yang, Guoquan Chen, Weijun Wang, Zeyang Huang, Yuanliang Jiang

“…To address these issues, this paper proposes a novel maritime target recognition method called DTI-YOLO (DualConv Triple Attention InnerEIOU-You Only Look Once). …”
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Clinical Decision Support System for Liver Fibrosis Prediction in Hepatitis Patients: A Case Comparison of Two Soft Computing Techniques by Shaker El-Sappagh, Farman Ali, Amjad Ali, Abdeltawab Hendawi, Farid A. Badria, Doug Young Suh

“…The two techniques achieve a classification accuracy of 93.3%. The results confirm the efficiency and effectiveness of both methods. …”
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Unveiling two decades of forest transition in Anamur, Türkiye: a remote sensing and GIS-driven intensity analysis (2000–2020) by Hasan Aksoy, Sinan Kaptan, Pelin Keçecioğlu Dağli, Davut Atar

“…LULC maps were generated through supervised classification of Landsat satellite images, focusing on seven classes: Coniferous, Broad-Leaved, Mixed, Treeless Gap, Settlement, Agriculture, and Water. …”
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