Consensus-Based Guardrails Improve Robustness of Deep Learning–Driven Respiratory Phase Prediction for Gated Radiotherapy
To evaluate consensus-based guardrails for improving the robustness of an in-house deep learning Long Short-Term Memory (LSTM) respiratory phase prediction model used for respiratory-gated radiotherapy. Consensus filter configurations were compared based on t...
Poster Program · Therapy Physics