Mi Huang, PhD

This study aimed to evaluate Adapt LTE, a retrospective evaluation tool by Accuray to compare past helical treatment plans against original therapy goals.

Universal CT number to mass density (CTN-to-MD) curves in large hospital networks with multiple CT simulators and treatment planning systems reduces the potential for error during photon treatment planning. The goal of this study was to evaluate the effects o...

Proton pencil beam scanning (PBS) spot profiles are traditionally modeled using orthogonal X and Y profiles. In-air measurements may exhibit asymmetry and rotation. This study evaluates whether rotation-aware elliptical spot characterization produces meaningf...

This study aims to compare plan quality between helical photon and IMPT proton delivery platforms across multiple disease sites to evaluate whether helical plans could provide an effective and rapid backup to proton therapy.

Daily cone-beam CT (CBCT) is widely used in adaptive proton therapy; however, scatter artifacts can degrade image quality and introduce proton dose calculation inaccuracies. We developed a region-of-interest (ROI)–guided Swin-Transformer deep learning (DL) ne...