A novel method for EPID transmission dose generation using Monte Carlo simulation and deep learning

Key Points

• Improved dose generation accuracy can enhance radiation therapy outcomes.
• The method achieved a dose prediction error reduction of 20% compared to traditional techniques.
• Observational analysis utilizing Monte Carlo simulation and deep learning to model EPID transmission.
• Highlights the potential for better treatment planning and patient safety in radiation therapy.