Ana M. Barragan-Montero

Orcid: 0000-0002-9485-3076

According to our database1, Ana M. Barragan-Montero authored at least 9 papers between 2018 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
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

Single-pass uncertainty estimation with layer ensembling for regression: application to proton therapy dose prediction for head and neck cancer.
Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2022
OpenKBP-Opt: An international and reproducible evaluation of 76 knowledge-based planning pipelines.
CoRR, 2022

2021
Improving proton dose calculation accuracy by using deep learning.
Mach. Learn. Sci. Technol., 2021

Domain adversarial networks and intensity-based data augmentation for male pelvic organ segmentation in cone beam CT.
Comput. Biol. Medicine, 2021

Estimating uncertainty in radiation oncology dose prediction with dropout and bootstrap in U-Net models.
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

2020
Dose Prediction with Deep Learning for Prostate Cancer Radiation Therapy: Model Adaptation to Different Treatment Planning Practices.
CoRR, 2020

2019
Application of deep neural networks for automatic planning in radiation oncology treatments.
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

2018
Three-Dimensional Dose Prediction for Lung IMRT Patients with Deep Neural Networks: Robust Learning from Heterogeneous Beam Configurations.
CoRR, 2018


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