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DARCART 0.1 documentation
Contents
1. Introduction
2. Background
Dosimetric Awareness of Radiation Oncology Professionals
Journal Submission, TBD
Comparing the Performance of Radiation Oncologists versus a Deep Learning Dose Predictor to Estimate Dosimetric Impact of Segmentation Variations for Radiotherapy
AutoDoseRank: Automated Dosimetry-Informed Segmentation Ranking for Radiotherapy
Sensitivity of Dose Prediction Models
Deep-learning-based dose predictor for glioblastoma–assessing the sensitivity and robustness for dose awareness in contouring
How sensitive are Deep Learning based Radiotherapy Dose Prediction Models to Variability in Organs at Risk Segmentation?
ASTRA: Atomic Surface Transformations for Radiotherapy Quality Assurance
Robustness of Segmentation Models
Journal Submission, TBD
Do We Really Need that Skip-Connection? Understanding Its Interplay with Task Complexity
How do 3D image segmentation networks behave across the context versus foreground ratio trade-off?
12. Conclusions
13. Outlook
.md
.pdf
Journal Submission, TBD
Journal Submission, TBD
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This is a WIP.