Author profile

Xiao Liang

The University of Texas MD Anderson Cancer Center

AuthorsPoster

Flexible Synthetic CT Generation Using Nnsyn Deep Learning Network with Single- and Multi-Sequence Clinical MRI

Magnetic resonance (MR)–only radiotherapy planning requires accurate synthetic CT (sCT) generation from images acquired using standard clinical MRI simulation protocols. However, MRI acquisition protocols vary substantially across anatomical sites, and many e...

Poster Program · Therapy Physics

Presenting AuthorPoster

Multi-Site Validation of a Universal Deep Learning–Based Synthetic CT Model for MR-Only Radiotherapy

MRI–only radiotherapy planning requires accurate synthetic CT (sCT) generation to enable dose calculation and patient positioning without a planning CT in Linac-based treatment delivery settings. While prior studies have demonstrated promising results for ind...

Poster Program · Therapy Physics