Construction and validation of a novel nomogram based on the log odds of positive lymph nodes to predict cancer-specific survival in elderly patients with gastric adenocarcinoma af... by Lei Wang, Jingjing Ge, Yihua Fang, Huiqiong Han, Yanru Qin

“…Using consistency index (C-index), calibration curve, time-dependent receiver operating characteristic curve (tdROC) and decision curve analysis (DCA) to evaluate the predictive performance of nomogram. …”
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Construction and verification of a prognostic model for bladder cancer based on disulfidptosis-related angiogenesis genes by Zhihao Zhou, Yuwei Zhang, Yuhua Zhou, Jiayu Gu, Jufa Li, Jianfeng Shao, Ninghan Feng

“…The characteristics of disulfidptosis-related ARGs may be used to evaluate the prognosis and immunotherapy response of BLCA patients.…”
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A Recommendation Algorithm Incorporating Adaptive Gating Mechanisms and Knowledge Graph Enhancements by Yi Yu, Teng Lv

“…Finally, a normalized inner product operation is used as an evaluation function to predict the user’s preferences for items. …”
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Developing stock sentiment rank metric for forecasting stock sentiments: a statistical perspective by Rachna Sable, Aman Singh, Sudhanshu Gupta, Shivani Goel, Pallavi Parlewar

“…Researchers suggest a wide range of review articles to carry out these tasks, as every model differs in its internal and external operating characteristics. …”
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Unidirectional and Bidirectional LSTM Models for Short-Term Traffic Prediction by Rusul L. Abduljabbar, Hussein Dia, Pei-Wei Tsai

“…These findings extend the set of AI models available for road operators and provide them with confidence in applying robust models that have been tested and evaluated on different freeways in Australia.…”
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Development of an Integrated Human Error Simulation Model in Nuclear Power Plant Decommissioning Activities by Chang-Su Nam, Byung-Sik Lee

“…A multiplier was selected for each PSF and then used for human error evaluation. To calculate the human error probability (HEP) for the NPP decommissioning activity, the relationship between each PSF is identified and linked to develop a human error evaluation model. …”
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Development and validation of nomograms to forecast overall survival and cancer-specific survival in Asian patients diagnosed with epithelial ovarian cancer by Hao He, Xin Cheng, Mengna Zhao, Shimeng Wan, Shijie Yao, Hongbing Cai

“…ObjectiveAsian females with ovarian cancer have different clinicopathological characteristics compared with other races. …”
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Unilateral remote temperature monitoring to predict future ulceration for the diabetic foot in remission by David G Armstrong, Lawrence A Lavery, Brian J Petersen, David R Linders, Jonathan D Bloom, Gary M Rothenberg

“…We analyzed data collected from a 129-participant longitudinal study to evaluate the predictive accuracy of our approach. To evaluate classification accuracy, we constructed a receiver operator characteristic curve and reported sensitivity, specificity, and lead time for four different monitoring settings.Results Using this approach, monitoring a single foot was found to predict 91% of impending non-acute plantar foot ulcers on average 41 days before clinical presentation with a resultant mean 4.2 alerts per participant-year. …”
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Age-related variation in hemoglobin glycation index and stroke mortality: mediation and machine learning in a cohort study by Xinyu Tong, Jianxiong Gu, Chuxin Lyu, Yichun Zhao, Ying Rui, Minjie Guo

“…Kaplan–Meier (K–M) survival curves and restricted mean survival time (RMST) analyses were used to evaluate the differences in survival among patients with different HGI levels. …”
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Subjective valuation as a domain-general process in creative thinking by Gino Battistello, Sarah Moreno-Rodriguez, Emmanuelle Volle, Alizée Lopez-Persem

“…Using computational modeling, we found that a consistent valuation mechanism governs idea valuation across different domains. Specifically, the same value function and value parameters were shared across the evaluation of word associations, object uses and drawing completions. …”
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Trajectory-Based Safety Analysis of Electric Battery Taxis by Yan Zhuang, Ning Li, Chunjiao Dong, Penghui Li, Bo Xu, Miaoyan Yang

“…A combination weighting VlseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR) evaluation method based on Nash equilibrium is constructed to comprehensively assess the operation safety of electric taxis in various spatiotemporal scenarios. …”
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A New Approach for Determination of Seed Distribution Area in Vertical Plane by Alper Gülbe, Sefa Altıkat

“…Three different types of no-till seeders equipped with hoe (NS1), single disc (NS2) and winged hoe (NS3) type openers were used and operated at three different tractor forward speeds (0.75 m s-1, 1.25 m s-1 and 2.25 m s-1). …”
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INNOVATIVE ACTIVITY IN THE ROAD SECTOR AND THE STRATEGY FOR THE DEVELOPMENT OF SUCH ACTIVITY by A. V. Borovik, A. S. Sedova

“…All production systems operate in different conditions and are characterized by different levels of the resources consumption and, consequently, by different efficiency. …”
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Optimal design strategy of traditional courtyard based on performance and data-driven method—A case study of Yanshen ancient town, China by Zhixin Xu, Xin Zheng, Xiangfeng Li

“…To address the insufficient integration of performance evaluation and contextual analysis in traditional architectural design, this paper proposes a design workflow that combines data-driven and performance-driven approaches, establishing a comprehensive operational pathway from typology selection and design generation to performance assessment. …”
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Multimodal Ultrasound Radiomic Technology for Diagnosing Benign and Malignant Thyroid Nodules of Ti-Rads 4-5: A Multicenter Study by Luyao Wang, Chengjie Wang, Xuefei Deng, Yan Li, Wang Zhou, Yilv Huang, Xuan Chu, Tengfei Wang, Hai Li, Yongchao Chen

“…Moreover, SHAP analysis was used to examine the overall impacts of various radiomic features on model predictions and local explanations for individual patient evaluations. Our proposed multimodal ultrasound radiomic model can effectively integrate different data collected using multiple ultrasound sensors and has good diagnostic performance for TI-RADS 4-5 thyroid nodules.…”
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Comprehensive analysis of plasma cell heterogeneity and immune interactions in multiple myeloma by Shuang Qu, Zhihai Zheng, Xiaoling Guo, Jiaqi Mei, Sicong Jiang, Biyun Chen

“…We then constructed a prognostic prediction model using Least Absolute Shrinkage and Selection Operator and multiCox regression analysis. The predictive accuracy of the model was evaluated and robustness were confirmed in a separate validation cohort. …”
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A CT-based machine learning model for using clinical-radiomics to predict malignant cerebral edema after stroke: a two-center study by Lingfeng Zhang, Gang Xie, Yue Zhang, Yue Zhang, Junlin Li, Junlin Li, Wuli Tang, Wuli Tang, Ling Yang, Ling Yang, Kang Li

“…Ultimately, the efficacy of these models was evaluated by measuring the operating characteristics of the subjects through their area under the curve (AUCs).ResultsLogistic regression (LR) was found to be the most effective machine learning algorithm, for forecasting the MCE. …”
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Charting the landscape of rail human factors and automation: A systematic scoping review by Sarah A. Kusumastuti, Tom H.J. Kolkman, Julia C. Lo, Simone Borsci

“…Human-in-the-loop simulations emerged as a crucial method for evaluating new automated systems. Nevertheless, gaps emerged, e.g., studies focus mainly on drivers, use small sample sizes, and pay little attention to operators’ communications. …”
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Enhanced Monte Carlo-assisted Safety Monitoring in Process Industries: a Tank System Case Study by Huxiao Shi, David Javier Castro Rodriguez, Morena Vitale, Gabriele Baldissone, Micaela Demichela

“…Firstly, a model of the methanol storage tank is established through Phenomenology analysis. By sampling different types of failure data, simulation results can reflect system behavior responding to different failure scenarios. …”
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Association of individual and environmental factors exposure with asthma among children: a cross-sectional study in Northern and Southern cities, China by Di Lv, Jing Liu, Die Liu, Yuanmei Chen, Fang Ye, Qin Hui, Chao Wang, Lijuan Tang, Meihong Xia, Jianning Guo, Qi Sun, Qi Zhang

“…Abstract Background Although previous studies have explored many risk factors associated with childhood asthma worldwide, limited studies have examined whether these risk factors differ in different regions. Our study aims to investigate whether there are differences in the factors influencing childhood asthma in Northern and Southern China and to explore possible reasons for this. …”
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