Uncertainty estimation for reliable neural network-based radiotherapy dose modelling using Monte Carlo dropout, mean variance estimation and deep ensemble

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Uncertainty estimation for reliable neural network-based radiotherapy dose modelling using Monte Carlo dropout, mean variance estimation and deep ensemble

Author: Schneider, Moritz; Eberhardt, Tabea; Gani, Cihan; Fischer, Paul; Baumgartner, Christian F.
Tübinger Autor(en):
Schneider, Moritz
Eberhardt, Tabea
Gani, Cihan
Fischer, Paul
Baumgartner, Christian F.
Published in: Physics and Imaging in Radiation Oncology (2026-09), Bd. Volume 41
Verlagsangabe: Elsevier
Language: English
Full text: https://doi.org/10.1016/j.phro.2026.101072
ISSN: 2405-6316
DDC Classifikation: 004 - Data processing and computer science
Dokumentart: Article
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