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  1. 5341

    Winter Wheat Canopy Height Estimation Based on the Fusion of LiDAR and Multispectral Data by Hao Ma, Yarui Liu, Shijie Jiang, Yan Zhao, Ce Yang, Xiaofei An, Kai Zhang, Hongwei Cui

    Published 2025-04-01
    “…Four wheat canopy height estimation models were constructed based on the Optuna-optimized RF (OP-RF), Elastic Net regression, Extreme Gradient Boosting, and Support Vector Regression models. …”
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  2. 5342

    Integrating Random Forest With Boundary Enhancement for Mapping Crop Planting Structure at the Parcel Level From Remote Sensing Images by Junyang Xie, Yan Li, Hao Wu, Ziwei Wu, Ruina Zhao, Anqi Lin, Marcos Adami, Guoqiang Li, Jian Zhang

    Published 2025-01-01
    “…First, a boundary-enhanced deep-learning model is introduced for farmland parcel extraction (FPENet) from Gaofen-2 data, based on the U-Net model, to accurately obtain farmland parcel data. …”
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  3. 5343

    Cost utility analysis of acute rehabilitation approaches in the management of traumatic anterior shoulder dislocation by Henry Nwankwo, James Mason, Martin Underwood, Helen Parsons, Aminul Haque, David Torgerson, Chetan Modi, Rebecca S. Kearney

    Published 2025-05-01
    “…Estimate uncertainty was explored by bootstrapping and graphically displayed on the ICER plane. Net monetary benefits, probability of cost-effectiveness, and expected value of perfect information were explored at a range of willingness-to-pay thresholds and visualized graphically. …”
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    Polygenic risk scores in cardiovascular risk prediction: A cohort study and modelling analyses. by Luanluan Sun, Lisa Pennells, Stephen Kaptoge, Christopher P Nelson, Scott C Ritchie, Gad Abraham, Matthew Arnold, Steven Bell, Thomas Bolton, Stephen Burgess, Frank Dudbridge, Qi Guo, Eleni Sofianopoulou, David Stevens, John R Thompson, Adam S Butterworth, Angela Wood, John Danesh, Nilesh J Samani, Michael Inouye, Emanuele Di Angelantonio

    Published 2021-01-01
    “…The C-index, a measure of risk discrimination, was 0.710 (95% CI 0.703-0.717) for a CVD prediction model containing conventional risk predictors alone. Addition of information on PRSs increased the C-index by 0.012 (95% CI 0.009-0.015), and resulted in continuous net reclassification improvements of about 10% and 12% in cases and non-cases, respectively. …”
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    Brain tumor detection across diverse MR images: An automated triple-module approach integrating reduced fused deep features and machine learning by Yugal Pande, Jyotismita Chaki

    Published 2025-03-01
    “…The first module utilizes pre-trained deep learning models (DenseNet121 and ResNet101) to extract informative features. …”
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  20. 5360

    Analysis of embodied carbon and air pollutant transfers in China’s interprovincial trade in the context of regional environmental collaborative governance by Jingan Zhu, Yue Ling, Ping Jiang

    Published 2025-12-01
    “…Notably, significant quadrant shifts in the synergistic control coordinate system enabled identification of environmentally underperforming provinces, informing spatially targeted policy interventions. (2) At the regional scale, the Middle Yellow River and Southwest Economic Zone have transitioned into primary net exporters and importers respectively of embodied carbon and air pollutant equivalents. …”
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