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Patient-specific quality assurance (PSQA) for volumetric modulated arc therapy (VMAT) is essential for verifying plan deliverability, while it remains resource-intensive and inefficient. We developed a multi-task deep learning fr...

The Imaging and Radiation Oncology Core (IROC) IMRT head and neck (HN) phantom continues to show unacceptable delivery rates at ~10%. Increased understanding of what drives performance on this audit would assist in targeted impro...

Accurate radiotherapy dose prediction largely depends on beam configuration, but most deep learning-based dose prediction models rely on explicit beam Angle input, which is not feasible in the early stages of planning. This study...