Different radiomics models in predicting the malignant potential of small intestinal stromal tumors by Yuxin Xie, Chongfeng Duan, Xuzhe Zhou, Xiaoming Zhou, Qiulin Shao, Xin Wang, Shuai Zhang, Fang Liu, Zhenbo Sun, Ruirui Zhao, Gang Wang

“…Objectives: To explore the feasibility of different radiomics models for predicting the malignant potential of small intestinal stromal tumors (SISTs), and to select the best radiomics model. …”
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Scalable earthquake magnitude prediction using spatio-temporal data and model versioning by Rahul Singh, Bholanath Roy

“…Abstract Earthquake magnitude prediction is critical for natural calamity prevention and mitigation, significantly reducing casualties and economic losses through timely warnings. …”
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Prediction Model of Vibration Feature for Equipment Maintenance Based on Full Vector Spectrum by Lei Chen, Jie Han, Wenping Lei, ZhenHong Guan, Yajuan Gao

“…Establishing a prediction model is a key step for the implementation of prognostic and health management. …”
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Establishment of an Early Prediction Model for Severe Fever With Thrombocytopenia Syndrome‐Associated Encephalitis by Yijiang Liu, Naisheng Zhu, Zimeng Qin, Chenzhe He, Jiaqi Li, Hongbo Zhang, Ke Cao, Wenkui Yu

“…A prediction model was constructed using these independent risk factors. …”
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Risk factors and prediction model for carbapenem-resistant organism infection in sepsis patients by Ronghua Liu, Xiang Li, Jie Yang, Yue Peng, Xiaolu Liu, Chanchan Tian

“…The clinical decision curve results indicate that the nomogram prediction model has a high net benefit, which is clinically beneficial. …”
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Developing a Model to Predict the Effectiveness of Vaccination on Mortality Caused by COVID-19 by Malihe Niksirat, Javad Tayyebi, Seyedeh Fatemeh Javadi, Adrian Marius Deaconu

“…Machine learning (ML) algorithms offer promising tools for predicting vaccine effectiveness and aiding public health decisions. …”
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Predicting binge drinking among university students: Application of integrated behavioral model. by Hordofa Gutema, Yamrot Debela, Bizuayehu Walle, Kidist Reba, Tebkew Shibabaw, Tolera Disasa

“…Linear and Logistic regression models were used to predict the role of explanatory variables on behavioral intention and binge drinking, respectively. …”
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Accuracy of Mathematical Models and Process Simulators for Predicting the Performance of Gas-Separation Membranes by Yousef Alqaheem

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Agent-based modeling for personalized prediction of an experimental immune response to immunotherapeutic antibodies by Omri Matalon, Andrea Perissinotto, Kuti Baruch, Shai Braiman, Anat Geiger Maor, Eti Yoles, Ella Wilczynski, Uri Nevo, Avner Priel

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Employee Turnover Prediction Model Based on Feature Selection and Imbalanced Data Handling by Yuan Fang, Zhongqiu Zhang

“…Employee turnover prediction is a critical task for organizations aiming to retain talent and reduce costs. …”
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Granular soil particle breakage prediction model based on population evolution theory by Yao Long, Junhua Chen, Yuanjie Xiao, Youquan Peng

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Effectiveness of models of degradation of functional parameters for predicting the parametric reliability of semiconductor devices by S. M. Borovikov, N. I. Tsyrelchuk, S. S. Dick, E. N. Shneiderov

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Multi-scale machine learning model predicts muscle and functional disease progression by Silvia S. Blemker, Lara Riem, Olivia DuCharme, Megan Pinette, Kathryn Eve Costanzo, Emma Weatherley, Jeff Statland, Stephen J. Tapscott, Leo H. Wang, Dennis W. W. Shaw, Xing Song, Doris Leung, Seth D. Friedman

“…All model stages revealed strong predictive performance in separate holdout datasets. …”
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Uncertainty prediction of wind speed based on improved multi-strategy hybrid models by Xinyi Xu, Shaojuan Ma, Cheng Huang

“…Finally, the NOA-BiTCN-BiGRU model was built to perform wind speed interval prediction. …”
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Prediction model for oil seal performance parameters based on PSO-MLP-KAN by Weixing Yan, Mingshuo Shi, Pengbo Xiao, Kui Zhang, Xin Wu

“…Comparative analysis with existing prediction models demonstrates that the proposed PSO-MPL-KAN model achieves significantly higher accuracy in predicting oil seal sealing performance.…”
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Construction and validation of frailty risk prediction model in elderly patients with colorectal cancer by Yuxiao Xia, Mengzhang He, Yiqun Guo, Fenghua Zhang, Xiongting Wu, Rong Chen, Linli Duan, Fang Chen, Xuewei Yang, Xiuli Feng

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Comprehensive Machine Learning Model for Cervical Cancer Prediction and Risk Factor Identification by null Mahendra, Mila Desi Anasanti

“…We developed a predictive model to aid early diagnosis and identify key risk factors. …”
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Modeling of Wildfire Digital Twin: Research Progress in Detection, Simulation, and Prediction Techniques by Yuting Huang, Jianwei Li, Huiru Zheng

“…This paper summarizes the key technologies required to establish a wildfire digital twin system, focusing on the technical requirements and research progress in fire detection, simulation, and prediction. This paper also proposes the wildfire digital twin (WFDT) model, which integrates real-time data and computational simulations to replicate and predict wildfire behavior. …”
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A Coal Bump Risk Assessment and Prediction Model Based on Multiparameter Indices by Tao Luo, Gangwei Fan, Shizhong Zhang, Shang Ren, Yibo Fan, Ruiliang Shen

“…This paper presents a model to assess and predict coal bump risk based on multiparameter indices. …”
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EVALUATION OF MACHINE LEARNING MODELS FOR BORON PREDICTION IN ANDISOL SOILS OF NARIÑO-COLOMBIA by David Álvarez Sánchez, Xilena López Estrella, Eduar Manso Ordoñez, Laura López Rivera, Jeison Rodriguez Valenzuela

“…That is why this research uses the predictive capacity of the machine learning (ML) approach. …”
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