Benjamin Roberfroid, PhD

Deep inspiration breath-hold (DIBH) can reduce cardiac dose in left-sided breast cancer radiotherapy, but its benefit varies substantially between patients. DIBH is also more resource-intensive than free breathing (FB), increasing treatment time and workflow...

Deep learning dose prediction (DP) models rapidly predict radiotherapy dose distributions, addressing critical time constraints in adaptive radiotherapy (ART). Recent patient-specific (PS) approaches fine-tune models on individual initial plans for highly tai...