Sensitivity of Dose Prediction Models#
6: Deep-learning-based dose predictor for glioblastoma–assessing the sensitivity and robustness for dose awareness in contouring#
This work was published in the journal Cancers with impact factor 4.5.
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#
This work was presented as an oral talk at EMBC 2023. This work won the 2nd best student paper award at this conference.
Contents
- 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