Chengzhu Zhang, PhD

Deep learning-based image reconstruction has shown substantial promise for addressing the highly non-uniform and under-sampled projections encountered in nonstop gated CBCT (ngCBCT). However, due to the statistical nature of data-driven learning and inherent...

This work commissioned a manual beam gating procedure for breast DIBH treatment on Ethos and Halcyon (O-ring) platforms, which included dosimetric consistency evaluation with an End-to-End (E2E) test and quantifying the response time of manual beam-hold using...

Proton LATTICE radiotherapy (LRT), a spatially fractionated radiotherapy (SFRT), delivers high dose to intratumoral vertices while maintaining low valley dose. Single-field optimization (SFO) is robust in preserving peak-to-valley patterns but may increase en...