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Uncertainty Estimation in Medical Image Classification: Systematic Review2022 JMIR Medical Informatics review Medicine Artificial Intelligence in Healthcare and Education Open access
Katja Hauser, Hendrik Alexander Mehrtens, Eva Krieghoff‐Henning, Achim Hekler, Jakob Nikolas Kather, Stefan Fröhling, +2 more
81citations -
Uncertainty Quantification in Machine Learning Based Segmentation: A Post-Hoc Approach for Left Ventricle Volume Estimation in MRI2025 SIAM/ASA Journal on Uncertainty Quantification article Medicine Cardiac Imaging and Diagnostics Open access
Felix Terhag, Philipp Knechtges, Achim Basermann, Raul F. Tempone
1citations -
Uncertainty Quantification in Machine Learning Based Segmentation: A Post-Hoc Approach for Left Ventricle Volume Estimation in MRI2023 arXiv (Cornell University) preprint Medicine Cardiovascular Function and Risk Factors Open access
Felix Terhag, Philipp Knechtges, Achim Basermann, Raul F. Tempone
0citations -
Learning pole structures of hadronic states using predictive uncertainty estimation2026 Physical review. D/Physical review. D. article Physics and Astronomy Quantum Chromodynamics and Particle Interactions Open access
Felix Frohnert, Denny Lane B. Sombillo, Evert van Nieuwenburg, Patrick Emonts
1citations -
End-to-End Pipeline for Uncertainty Quantification and Remaining Useful Life Estimation: An Application on Aircraft Engines2022 PHM Society European Conference conference-paper Engineering Machine Fault Diagnosis Techniques Open access
Marios Kefalas, Bas van Stein, Mitra Baratchi, Asteris Apostolidis, Thomas Bäck
4citations -
Combining thermochronological data with 3D probabilistic kinematic modeling of the Bavarian Subalpine Molasse for uncertainty estimation2023 conference-abstract Earth and Planetary Sciences Geological and Geochemical Analysis Open access
Sofia Brisson, Josefine Ziegler, Nils Chudalla, Florian Wellmann, Christoph von Hagke
0citations -
Expecting the unexpected: a review of learning under uncertainty across development2023 Cognitive Affective & Behavioral Neuroscience article Neuroscience Neural and Behavioral Psychology Studies Open access
Selin Topel, Ili Ma, J.J.M. Sleutels, Henk van Steenbergen, Ellen R. A. de Bruijn, Anna C. K. van Duijvenvoorde
29citations -
Uncertainty quantification in energy and thermal management of immersion-cooled battery safety systems in electric vehicles using polynomial chaos expansion2026 Journal of Power Sources article Engineering Advanced Battery Technologies Research Open access
Abdul Wahab, Tim Wieder, Nima Amjady, Hossein Senobar, Hans Kemper, Hamid Khayyam
7citations