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Browsing by Author "Jonkers, Jef"

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    A novel day-ahead regional and probabilistic wind power forecasting framework using deep CNNs and conformalized regression forests

    Jonkers, Jef
    ;
    Nieves Avendano, Diego  
    ;
    Van Wallendael, Glenn  
    ;
    Van Hoecke, Sofie  
    Journal article
    2024, APPLIED ENERGY, 26, p.Art. 122900
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    Beyond binary AKI classification: development and external validation of a distributional model predicting serum creatinine and urine output trajectories in ICU patients

    Jonkers, Jef
    ;
    Rouze, Anahita
    ;
    Verhaeghe, Jarne  
    ;
    Van Biesen, Wim
    ;
    De Waele, Jan
    ;
    Duchateau, Luc
    Journal article
    2026, CRITICAL CARE, (30) 1, p.249
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    Conformal prediction for dose-response models with continuous treatments

    Verhaeghe, Jarne  
    ;
    Jonkers, Jef
    ;
    Van Hoecke, Sofie  
    Journal article
    2026, INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 197, p.109751
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    Conformal Predictive Systems Under Covariate Shift

    Jonkers, Jef
    ;
    Van Wallendael, Glenn  
    ;
    Duchateau, Luc
    ;
    Van Hoecke, Sofie  
    Proceedings paper
    2024, 13th Symposium on Conformal and Probabilistic Prediction with Applications (COPA), 2024-09-09, p.406-423
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    Conformal Risk Control for Trustworthy Parasite Egg Detection in Microscopy Stool Images

    Mohammed, Mohammed Aliy
    ;
    Jonkers, Jef
    ;
    Krishnamoorthy, Janarthanan
    ;
    De Neve, Wesley
    Proceedings paper
    2027, ARTIFICIAL INTELLIGENCE APPLICATIONS AND INNOVATIONS, AIAI 2026, PT I, 2026-07-16, p.353-369
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    landmarker: A Toolkit for Anatomical Landmark Localization in 2D/3D Images

    Jonkers, Jef
    ;
    Duchateau, Luc
    ;
    Van Wallendael, Glenn  
    ;
    Van Hoecke, Sofie  
    Journal article
    2025, SOFTWAREX, 30, p.102165
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    Reliable uncertainty quantification for 2D/3D anatomical landmark localization using multi-output conformal prediction

    Jonkers, Jef
    ;
    Coopman, Frank
    ;
    Duchateau, Luc
    ;
    Van Wallendael, Glenn  
    ;
    Van Hoecke, Sofie  
    Journal article
    2026, Medical Image Analysis, 110, p.103953

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