Margerie Huet-Dastarac

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 3

Top Topics

Prediction Model

Prediction Accuracy

Top Venues

Publications

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)