Machine learning-based prediction model for lung ischemia-reperfusion injury: insights from disulfidptosis-related genes by Yanpeng Zhang, Yanpeng Zhang, Yanpeng Zhang, Jingyang Sun, Jingyang Sun, Jingyang Sun, Yihan Lin, Yihan Lin, Yihan Lin, Rongxuan Jiang, Rongxuan Jiang, Rongxuan Jiang, Niuniu Dong, Niuniu Dong, Niuniu Dong, Huanhuan Dong, Huanhuan Dong, Huanhuan Dong, Peng Li, Peng Li, Peng Li, Jinteng Feng, Jinteng Feng, Jinteng Feng, Zijiang Zhu, Guangjian Zhang, Guangjian Zhang, Guangjian Zhang

“…Differential expressed analysis and functional enrichment analysis were conducted to identify key genes associated with lung transplant IRI. …”
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A New Dynamic Path Planning Approach for Unmanned Aerial Vehicles by Chenxi Huang, Yisha Lan, Yuchen Liu, Wen Zhou, Hongbin Pei, Longzhi Yang, Yongqiang Cheng, Yongtao Hao, Yonghong Peng

“…To enhance the path searching efficiency, a coordinate transformation is applied to move the origin of the map to the starting point of the path and in line with the source-destination direction. Cost functions are established to represent the dynamically changing threats, and the cost value is considered as a scalar value of mobile threats which are vectors actually. …”
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A Safety Case for the Use of Bipolar ±60V DC for Microgrids by Stephen A. Jay, David Clark, Chris Stone, Renke Han, Daniel J. Rogers, Malcolm McCulloch

“…Low voltage dc microgrids are an increasingly viable option for low-volume distribution of electrical power in developing countries. 48V systems have proven popular, owing largely to familiarity from the automotive sector, but there remains to date no universal consensus on optimal system voltage. …”
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Investigating barriers to drones implementation in sustainable construction using PLS-SEM by Ahmed Osama Daoud, Ahmed Farouk Kineber, Nicholas Chileshe, Ali Elmansoury, Khaled Mahmoud Abdel Aziz

“…Abstract Integrating sustainability values into decision-making processes is crucial for maximizing returns in residential construction projects while ensuring that project functions remain uncompromised. …”
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Analysis of Surface Roughness and Machine Learning-Based Modeling in Dry Turning of Super Duplex Stainless Steel Using Textured Tools by Shailendra Pawanr, Kapil Gupta

“…One of the most critical aspects of turning, and machining in general, is the surface roughness of the finished product, which directly influences the performance, functionality, and longevity of machined components. …”
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Precision Inverse Modeling of Highway Pavements Based on Standardized Alignment by Ruifeng Ma, Qing Zhu, Xuming Ge, Xin Jia, Han Hu, Tao Liu

“…This approach involves extracting vector lines from point clouds and applying constraints at pivotal points on highway pavement cross-sections. …”
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Theory and History of Project Management in the Context of Creative Industries: a Cultural Analysis of Artistic Practices by Khrystyna Pletsan

“…Particular attention is paid to monitoring changes and risks in the cultural sector, ensuring artistic initiatives’ stability and sustainable development. …”
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Leadership And Management for The New Era of Public Healthcare in Singapore: A qualitative study of senior healthcare leaders by Bryan Chow

“…Methods: A qualitative study was conducted with senior leaders in Singapore's public healthcare sector to identify the key qualities required in future leaders and the necessary environment for nurturing them. …”
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Antimicrobial Activity of Lavender Essential Oil from <i>Lavandula angustifolia</i> Mill.: In Vitro and In Silico Evaluation by Sylvia Stamova, Neli Ermenlieva, Gabriela Tsankova, Emilia Georgieva

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Designing a supply chain resilience assessment model with the approach of NDEA(case of study: government hospitals of Yazd province) by Mohsen Shafiei Nikabadi, Fereshteh Bahrami

“…Therefore, according to the type of function they have and being in the first place of reference for the injured, hospitals should have the best performance. …”
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Research Framework and Anticipated Results of Key Technologies for Distributed Certificate-less Network Identity Systems by ZHANG Xiaosong, CAO Sheng, LU Tianbo, YANG Kun, GUI Xun, XIE Guotao, NIU Weina

“…In multi-level parallel smart contract virtual machines, a co-processing architecture was developed, overcoming challenges in vector instruction set design and memory management, which led to the implementation of a smart contract co-processor on domestic chips. …”
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The Circular Kitchen by Bas Jansen

“…Within that context, the housing sector could benefit the most from becoming more circular. …”
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Research on automatic identification method for pipeline girth weld defects based on X-ray images and sparse representation by Shaohui JIA, Yaping LI, Weixin GAO, Yunchao PENG, Xinjian ZHANG, Yuxia WANG

“…To facilitate judgments with sparse coefficient vectors, coefficient vectors were solved by 0-norm optimization. …”
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Bioactive Enrichment and Sustainable Processing of Vegetable Oils: New Frontiers in Agri-Food Technology by Sandra Montoro-Alonso, Xavier Expósito-Almellón, Daniel Martínez-Baena, Joana Martínez-Martí, Ascensión Rueda-Robles, Raúl Pérez-Gálvez, Rosa Quirantes-Piné, Jesús Lozano-Sánchez

“…Vegetable oils are highly valued for their nutritional and functional properties, driving scientific interest in developing innovative technologies to enhance production processes. …”
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SEISMIC BELTS AND ZONES OF THE EARTH: FORMALIZATION OF NOTIONS, POSITIONS IN THE LITHOSPHERE, AND STRUCTURAL CONTROL by Semen I. Sherman, Olga G. Zlogodukhova

“…In real time, SB is generally characterized by a permanent state of lithospheric stresses. Stress vectors in local segments of SB may differ from the dominant type of stresses. …”
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User satisfaction and dissatisfaction with assistive technology devices and services in India by Suraj Singh Senjam, Souvik Manna, Jeewan Singh Titiyal, Anil Kumar, Jugal Kishore

“…Satisfaction was good for AT received from friends and family but was poor for those received from the public sector. The study shows that overall satisfaction and suitability with AT were high among users with functional difficulties, but few have reported barriers to effective device use and facing challenges in accessing repair and follow-up services.…”
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THE MODEL OF DECISION SUPPORT IN CENTRALIZED HEATING MANAGEMENT ON THE CONSUMER SIDE by Yuliia Parfenenko

“…The result of the model operation is making the recommendation as for controlling the current mode of heat supply, which can take the values "below the required", "acceptable", "optimal", "exceeds the optimum" up to the required one among the probable values of "acceptable", "optimal" uner the temperature conditions of the environment "very cold", "cold", "moderate" or "warm". …”
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Linguistic-stylistic analysis of the language of leadership in the political arena and the business world by Oremire J. Ehibor, Joy Eyisi, Jonathan A. Odukoya, Charles U. Ogbulogo, C. U. C. Ugorji, Onyekachi Odo, Lily Chimuanya, Eugenia Abiodun-Eniayekan, Edith Awogu-Maduagwu, Rebecca U. Adesiyan

“…Findings reveal that each sector’s language reflects its unique strategies, styles, and objectives, shaping public opinions and societal societal values. …”
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Decreased Nucleus Accumbens Connectivity at Rest in Medication-Free Patients with Obsessive-Compulsive Disorder by Yunhui Chen, Yangpan Ou, Dan Lv, Jidong Ma, Chuang Zhan, Ru Yang, Cuicui Jia, Tinghuizi Shang, Lei Sun, Yuhua Wang, Zhenghai Sun, Guangfeng Zhang, Xiaoping Wang, Wenbin Guo, Ping Li

“…Forty medication-free patients and 38 gender-, education-, and age-matched healthy controls (HCs) were recruited for resting-state functional magnetic resonance imaging. Seed-based functional connectivity (FC) was used to analyze the data. …”
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Application of Machine Learning Models for the Early Detection of Metritis in Dairy Cows Based on Physiological, Behavioural and Milk Quality Indicators by Karina Džermeikaitė, Justina Krištolaitytė, Ramūnas Antanaitis

“…To address class imbalance, model loss functions were adjusted using class weights. Models were evaluated based on accuracy, sensitivity, specificity, positive and negative predictive values (PPV, NPV), area under the receiver operating characteristic (ROC) area under the curve (AUC), and Matthews correlation coefficient (MCC). …”
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