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Predictive turbulence-driven flux model of scrape-off layer widths across confinement regimes in tokamaks
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Enhanced Inverse Model Predictive Control for EV Chargers: Solution for DC–DC Side
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Long-Horizon Direct Model Predictive Control for Medium-Voltage Converters Connected to a Distorted Grid
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Design of a Predictive Controller for the Current Loop of the Tubular Linear Motor Using a Discrete Model
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Robust Invariant Set Design for Reliable Stopping in Adaptive Cruise Control via Model Predictive Control
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Development and validation of a predictive model for critical illness in adult patients requiring hospitalization for COVID-19.
Published 2021-01-01“…We developed a free, web-based calculator to facilitate use of the prediction model (https://icucovid19.shinyapps.io/ICUCOVID19/).…”
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Development of a predictive model for systemic lupus erythematosus incidence risk based on environmental exposure factors
Published 2024-11-01“…Leave-one-out cross-validation confirmed that the ForestMDG model had the best accuracy (0.8338). Finally, we developed a dynamic nomogram for practical use, which is accessible via the following link: https://yingzhang99321.shinyapps.io/dynnomapp/.Conclusion We created a user-friendly dynamic nomogram for predicting the relative risk of SLE onset based on occupational and living environmental exposures.Trial registration number ChiCTR2000038187.…”
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Development of a Predictive Model for Hepatitis B Virus (HBV) Status Using Gender and Serum Biomarkers
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Clinical characteristics, outcomes, and predictive modeling of patients diagnosed with immune checkpoint inhibitor therapy-related pneumonitis
Published 2025-05-01“…The grading of pneumonitis was defined in accordance with ASCO guidelines (Schneider et al. in J Clin Oncol 39(36):4073–4126, 2021. https://doi.org/10.1200/JCO.21.01440 ). Predictive modeling was performed using gradient boosting machine learning technology, XGBoost (Chen in 1(4):1, 2015), to conduct binary classification and model reverse engineering using Shapley statistics (Lundberg and Lee in Adv Neural Inf Process Syst 30, 2017). …”
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