Auto-RMP, an autoregressive VQGAN plus causal transformer model, predicts future 4D CT phases from prior phases and reports higher lung and heart motion accuracy than DAM and DiffuseRT on public and private datasets.
Generative Machine Learning Models in Medical Image Computing p
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Patient-Specific Autoregressive Models for Organ Motion Prediction in Radiotherapy
Auto-RMP, an autoregressive VQGAN plus causal transformer model, predicts future 4D CT phases from prior phases and reports higher lung and heart motion accuracy than DAM and DiffuseRT on public and private datasets.