Xue Hong

Monte Carlo (MC) methods are widely used for proton therapy dose calculation due to their high physical accuracy, but their stochastic nature results in statistical noise and long computation times, particularly for high-resolution dose calculations and itera...

Spatially fractionated proton therapy enables spatial dose modulation that may improve normal tissue tolerance; however, generating controlled peak–valley dose patterns while maintaining adequate target coverage remains challenging. In particular, achieving c...