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Margerie Huet-Dastarac
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 3
2025
2016
Top Topics
2025
2016
Breast Cancer
2025
2016
Models Built
2025
2016
Prediction Model
2025
2016
Prediction Accuracy
Top Venues
ESANN
CoRR
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Publications
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Ana Maria Barragán-Montero
,
Robin Tilman
,
Margerie Huet-Dastarac
,
John A. Lee
Single-pass uncertainty estimation with layer ensembling for regression: application to proton therapy dose prediction for head and neck cancer.
ESANN
(2023)
Margerie Huet-Dastarac
,
Dan Nguyen
,
Steve B. Jiang
,
John A. Lee
,
Ana M. Barragan-Montero
Can input reconstruction be used to directly estimate uncertainty of a regression U-Net model? - Application to proton therapy dose prediction for head and neck cancer patients.
CoRR
(2023)
John A. Lee
,
Alyssa Vanginderdeuren
,
Margerie Huet-Dastarac
,
Ana Maria Barragán-Montero
Estimating uncertainty in radiation oncology dose prediction with dropout and bootstrap in U-Net models.
ESANN
(2021)