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Jian-Hua Ding

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Review Open access Oct 2026

Dynamic control of carbon‐ion radiation dose distribution amid respiratory motion challenges: A review of prediction research using geant4 and deep learning physics‐constrained models

Abstract Background Carbon ion radiotherapy (CIRT) offers superior dose conformity and biological effectiveness; however, its precision is highly sensitive to respiratory motion, leading to dose uncertainty and interplay effects that compromise treatment accuracy. Methods A comprehensive literature synthesis was conduc...

Jian-Hua Ding, Peng Li, C. H. Yeong · 0 citations

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