Prediction of EGFR mutation status in non-small cell lung cancer based on CT radiomic features combined with clinical characteristics by YANG Taotao, WANG Xianqi, CHEN Cancan

“…Least absolute shrinkage and selection operator (LASSO) regression was employed to identify the optimal radiomic features, which were subsequently used to construct a radiomics model. …”
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An Advanced Approach for Predicting Workpiece Surface Roughness Using Finite Element Method and Image Processing Techniques by Taoming Chen, Chun Li, Zhexiang Zou, Qi Han, Bing Li, Fengshou Gu, Andrew D. Ball

“…Thus, the proposed model provides a precise predictive tool for surface roughness, offering valuable guidance for optimizing machining parameters and supporting proactive control in the turning process, ultimately enhancing machining efficiency and quality.…”
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Garbage prediction using regression analysis for municipal corporations of Indian cities by Raj Kumar Sharma, Manisha Jailia

“…This research, therefore, provides a Random Forest model that is optimal for such challenges and is recommended for this class of problem.…”
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Vision Transformer-Based Unhealthy Tree Crown Detection in Mixed Northeastern US Forests and Evaluation of Annotation Uncertainty by Durga Joshi, Chandi Witharana

“…Our findings underline the considerable influence of human annotation errors on model performance, emphasizing the need for standardized annotation guidelines and quality control measures.…”
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Integrating petrophysical data into efficient iterative cluster analysis for electrofacies identification in clastic reservoirs by Mohammed A. Abbas, Watheq J. Al-Mudhafar, Aqsa Anees, David A. Wood

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Data Analysis and Forecasting of COVID-19 Pandemic in Kuwait Based on Daily Observation and Basic Reproduction Number Dynamics by Kayode Oshinubi, Fahima Al-Awadhi, Mustapha Rachdi, Jacques Demongeot

“…Hence, updating the prediction model for the new cases of COVID-19 for different waves is essential to monitor the spreading of the virus and control the disease. …”
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An Improved Diagnosis Approach for Short-Circuit Fault Diagnosis in MPC-Based Current Source Inverter System by Jonggrist Jongudomkarn, Pirat Khunkitti, Apirat Siritaratiwat

“…Due to its excellent dynamic performance, the model predictive current control (MPC) method is widely adopted in power inverter systems, such as current source inverters (CSI). …”
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Servant Leadership and Teachers’ Emotional Exhaustion—The Mediation Role of Hindrance Stress and Depersonalization by Hongchao Wu, Jun Zhao, Shaoping Qiu, Xiuhong Li

“…Based on the Job Demand-Control-Support (JDCS) model and servant leadership theory, the research constructs a model for the influence mechanism of school servant leadership on teacher emotional exhaustion and validates it using Structural Equation Modeling (SEM). …”
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CFD-driven evaluation of winglet cant angle: Insights into aerodynamic and aeroacoustic performance by S. Amirreza S. Madani, Erfan Vaezi, Amir Keshmiri

“…These findings provide valuable insights into optimizing winglet design for improved fuel efficiency and noise control in commercial aviation.…”
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Forward and backward inference in spatial cognition. by Will D Penny, Peter Zeidman, Neil Burgess

“…This paper shows that the various computations underlying spatial cognition can be implemented using statistical inference in a single probabilistic model. Inference is implemented using a common set of 'lower-level' computations involving forward and backward inference over time. …”
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Vibration Analysis and Design of a Structure Subjected to Human Walking Excitations by M. Setareh, M. Lovelace

“…Tuned mass dampers were also designed as a back-up vibration control system. A series of dynamic tests were conducted on the building floor to identify the dynamic properties of the structure and these were then used to update the original computer model. …”
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Estimating Value Added Tax Gap in Uzbekistan by I. M. Niyazmetov

“…In order to improve compliance, it is recommended to optimize the collection and control systems in addition to policy modifications that include reforms of tax objects, subjects, rates, incentives, and other tax elements.…”
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A molecular dynamics study of the sputtering processes of beryllium species by hydrogenic plasma by Alexander Liptak, Kerry D. Lawson, Mohammad I. Hasan

“…The management of reactor component lifetimes and control of sputtered plasma impurities remain open problems in fusion research, where quantifying the sputtering yields and understanding the sputtering processes of each impurity species is pivotal for planning an effective maintenance schedule and ensuring optimal plasma performance. …”
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Soil Sharing and Equipment Operations Through Digitalization of Large-Scale Earthworks by Dongwook Kim

“…Recently, construction sites have sought to enhance productivity by leveraging building information modeling (BIM) and smart construction devices. The adoption of smart equipment, such as machine control and machine guidance, is on the rise in both structural and earthwork projects, with ongoing efforts to mitigate uncertainties. …”
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Training a Minesweeper Agent Using a Convolutional Neural Network by Wenbo Wang, Chengyou Lei

“…The mechanisms of the two methods in the Minesweeper task were analyzed, with the reasons for the faster training speed and more stable performance of supervised learning explained from the perspectives of means–ends analysis and feedback control. Although there is room for improvement in sample efficiency and training stability in the DQN model, its greater generalization ability makes it highly promising for application in more complex decision-making tasks.…”
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A Game-Theoretic Analysis of the Coexistence and Competition Between Hard and Fiat Money by Kjell Hausken, Guizhou Wang

“…Conversely, increasing the fiat money interest rate leads to money printing and inflation, benefiting both the player and the bank, but ultimately driving hard money out of existence. The model demonstrates how banks use selective fiat money printing and withdrawal to optimize their holdings at the expense of individual players. …”
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Simulation of Vortex-Induced Vibration for a Cylinder with Different Rounded Corners under Re = 150 by Maofeng Gong, Ruijia Jin, Mingming Liu, Jianmin Qin

“…This elucidates the crucial role of geometric design in controlling and optimizing the structural behavior of cylindrical structures under fluid flow conditions.…”
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Measurement Method of Comprehensive Transportation Development Quality Based on Transportation Efficiency by Jiahao Zhan, Shengwen Yang, Xueyin Wang, Ting Fan

“…Second, the static comprehensive evaluation value is calculated by the entropy weight method, and then the incentive control model is constructed by introducing incentive factors to achieve a dynamic comprehensive evaluation of comprehensive transportation development. …”
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Classification and Carbon-Stock Estimation of Mangroves in Dongzhaigang Based on Multi-Source Remote Sensing Data Using Google Earth Engine by Ruiwen Zhang, Jianchao Fan

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Time series data on typhoid fever incidence during outbreaks from 2000 to 2022 by Dae-Hyup Koh, Monica Duong, Nodar Kipshidze, Virginia E. Pitzer, Jong-Hoon Kim

“…This article contributes significantly to the field of infectious disease modeling, offering a valuable resource for enhancing typhoid fever control measures globally.…”
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