Dose-Aware and Robust Contour Assessment for RT (DARCART)#
This is a WIP (Work-In-Progress): this message will be removed once sufficient progress has been made.
This page documents the structure and contents of the PhD thesis of Amith Kamath, at the ARTORG Center for Biomedical Engineering Research at the University of Bern. Navigate through the following links to read more:
Contents
- 1. Introduction
- 2. Background
- Dosimetric Awareness of Radiation Oncology Professionals
- Sensitivity of Dose Prediction Models
- 6: Deep-learning-based dose predictor for glioblastoma–assessing the sensitivity and robustness for dose awareness in contouring
- 7: How sensitive are Deep Learning based Radiotherapy Dose Prediction Models to Variability in Organs at Risk Segmentation?
- 8: ASTRA: Atomic Surface Transformations for Radiotherapy Quality Assurance
- Robustness of Segmentation Models
- 12. Conclusions
- 13. Outlook