ARTORG Center for Biomedical Engineering Research

2023

2023/10/23 | People | Artificial Intelligence

PhD thesis defense Robert Poel

The ARTORG Center congratulates Robert Poel for successfully defending his PhD thesis “Radiotherapy oriented quality control for deep learning based fully automated segmentation of intracranial targets and organs at risk” on 20 October 2023! As member of the Medical Image Analysis lab, Robert’s PhD research focused on advancing the topic of AI-based segmentation for Radiation Therapy purposes closer to the clinical needs.

Publications:

The predictive value of segmentation metrics on dosimetry in organs at risk of the brain. Medical Image Analysis, 2021.
Impact of random outliers in auto-segmented targets on radiotherapy treatment plans for glioblastoma. Radiation Oncology Journal, 2022.
Deep learning-based dose predictor for glioblastoma – assessing the sensitivity and robustness for dose awareness in contouring. Cancers, 2023.
Dose Prediction for the Quality Assurance of Organs at Risk Segmentation in the Brain. International Journal of Radiation Oncology, Biology, Physics. 2023.

Medical Image Analysis