Lightweight neural networks trained on synthetic Monte Carlo data estimate 3D scatter radiation fields with SMAPE above 84% in regions of interest for interventional radiology dosimetry.
Villa Arias.Radiation exposure in x-ray guided interventions by using deep learning and Monte Carlo simulations
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Learning-Based Estimation of Spatially Resolved Scatter Radiation Fields in Interventional Radiology
Lightweight neural networks trained on synthetic Monte Carlo data estimate 3D scatter radiation fields with SMAPE above 84% in regions of interest for interventional radiology dosimetry.