Samsung Medical Center

In proton therapy, precise beam range measurement and dose verification are critical to overcome range uncertainty and ensure patient safety. This study developed and evaluated a technique to reconstruct and visualize in vivo dose distribution from spot scann...

This study aims to develop a deep learning (DL) model capable of predicting Monte Carlo (MC)-level carbon-ion dose distributions from Pencil Beam Algorithm (PBA) calculations. The objective is to achieve the high accuracy of MC simulations while maintaining t...