Construction and Validation of a Model for Predicting Fear of Childbirth: A Cross-Sectional Population Study via Machine Learning by Zhang ZL, Chen KJ, Chen H, Zhu MM, Gu JJ, Jiang LS, Zheng L, Zhou SG

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Advanced Machine Learning Methods for the Prediction of the Optical Parameters of Tellurite Glasses by Fahimeh Ahmadi, Mohsen Hajihassani, Tryfon Sivenas, Stefanos Papanikolaou, Panagiotis G. Asteris

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Specifics of predicting the profitability of individual bank products based on machine learning by Inna Strelchenko, Dmytro Stognii, Anatolii Strelchenko

“…It explores the use of machine learning to build adaptive predictive models that can identify hidden patterns in financial data and provide more accurate estimates of the future profitability of banking products. …”
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TEEMLEAP—A New Testbed for Exploring Machine Learning in Atmospheric Prediction for Research and Education by J. Wilhelm, J. Quinting, M. Burba, S. Hollborn, U. Ehret, I. Pena Sánchez, S. Lerch, J. Meyer, B. Verfürth, P. Knippertz

Subjects: “…numerical weather prediction…”
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Predicting Deep Venous Thrombosis Using Artificial Intelligence: A Clinical Data Approach by Aurelian-Dumitrache Anghele, Virginia Marina, Liliana Dragomir, Cosmina Alina Moscu, Mihaela Anghele, Catalin Anghel

“…These models were rigorously tested using key metrics, including accuracy, precision, recall, F1-score, specificity, and receiver operating characteristic curve, to determine their effectiveness in clinical prediction. …”
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Vertical Stratification Increases the Capacity of Morphological Traits to Predict Trophic Position in Neotropical Ants by Jésica Vieira, Karen C. Neves, Lino A. Zuanon, Heloise Gibb, Alan N. Andersen, Heraldo L. Vasconcelos

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SWRVM: Sliding Window Recurrent Vision Mamba Model for Long-Term Spatial-Temporal Prediction by Ge Peng, Yujing Zhong

“…The quantitative and qualitative visualization results demonstrate the SWRVM model outperforms the state-of-the-arts (SOTA) models in multi-scale variations long-term spatial-temporal prediction tasks.…”
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Mathematical Modeling and Advanced Control of the Refinery Processes: A Review by Laith S. Mahmood, Khalid Alzobai, Salam K. Al-Dawery

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AI-Driven Post-Earthquake Emergency Material Demand Prediction: Integrating RAG With Reasoning Large Language Model by Song Zhang, Meng Huang, Shuai Liu, Fanxin Meng, Yingyao Xie, Xirui Ren, Yuanwang Zhang, Wenbo Shao

Subjects: “…Emergency relief supply prediction…”
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Prognostic prediction model for chronic postsurgical pain among adult patients: a systematic review and meta-analysis by Yanjie Dong, Huolin Zeng, Lei Yang, Huan Song, Qian Li

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Daily reference evapotranspiration prediction using empirical and data-driven approaches: A case study of Adana plain by Semin Topaloğlu Paksoy, Deniz Levent Koç

“…All data-driven methods with four inputs were superior to the original and calibrated empirical models. Generally, data-driven models provided increased accuracy and enhanced generalization in predicting daily reference evapotranspiration compared to empirical models. …”
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Predicting Range Shifts of Five <i>Alnus</i> (Betulaceae) Species in China Under Future Climate Scenarios by Wenjie Yang, Zhilong Huang, Chenlong Fu, Zhuang Zhao, Xiaoyue Yang, Quanjun Hu, Zefu Wang

“…This study employed the MaxEnt model to predict the current and potential future suitable habitats of five <i>Alnus</i> species in China under four Shared Socioeconomic Pathways. …”
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Limitations of panoramic radiographs in predicting mandibular wisdom tooth extraction and the potential of deep learning models to overcome them by Atsushi Danjo, Chiaki Kuwada, Reona Aijima, Asana Kamohara, Motoki Fukuda, Yoshiko Ariji, Eiichiro Ariji, Yoshio Yamashita

“…Two oral surgeons (a specialist and a clinical resident) predicted the difficulty level of the test data. This study also aimed to evaluate the performance of a deep learning model in predicting the necessity for tooth separation or bone removal during wisdom tooth extraction. …”
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Supervised machine learning statistical models for visual outcome prediction in macular hole surgery: a single-surgeon, standardized surgery study by Kanika Godani, Vishma Prabhu, Priyanka Gandhi, Ayushi Choudhary, Shubham Darade, Rupal Kathare, Prathiba Hande, Ramesh Venkatesh

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A comparative performance study on the development of hybrid extreme gradient boosting models for predicting rock layer subsidence in subsea gold mine by Weijun Liu, Zhixiang Liu, Meng Wang, Shuangxia Zhang

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Measurement and Prediction of Total Friction Losses in Drip Irrigation Laterals with Cylindrical Integrated in-line Drip Emitters using CFD Analysis Method by Vedat Demir, Hüseyin Yürdem, Arzu Yazgı, Tuncay Günhan

“…CFD simulation results were compared with experimental total friction losses in laterals. The highest prediction was obtained by RSM turbulence model with LPS using standard wall function with the lowest values of MAPE (2.96%) and RMSE (369 Pa).…”
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Data-Driven Enhancements for MPC-Based Path Tracking Controller in Autonomous Vehicles by Jianhua Guo, Zhihao Xie, Ming Liu, Jincheng Hu, Zhiyuan Dai, Jinqiu Guo

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Morphometric prediction of maximum cannibal-prey size for larvae of matrinxã, Brycon amazonicus (Spix and Agassiz, 1829) by R. L. Muller, F. F. Ribeiro, T. B. Carvalho

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Prediction of Neurodevelopmental Outcomes in Very Preterm Infants: Comparing Machine Learning Methods to Logistic Regression by Jehier Afifi, Tahani Ahmad, Alessandro Guida, Michael John Vincer, Samuel Alan Stewart

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A comparison of tournament systems for the men’s World Handball Championship by Donoghue Peter O’, Kristjánsdóttir Hafrún, Halldórsson Kristján, Þorgeirsson Sveinn

Subjects: “…predictive modelling…”
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