Author profile
Memorial Sloan Kettering Cancer Center
To evaluate the safety and efficiency of respiratory-gated radiotherapy by using a long-short-term memory (LSTM) model and its hybridized version with time-domain cross-correlation (TCC) to adapt to breathing motion irregularities without remodeling.
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...
To enhance the image quality of low-resolution 3D cine magnetic resonance (MR) images acquired at 2Hz by applying two single-image super-resolution deep-learning neural networks, so that the enhanced 3D cine images serve as better templates for more accurate...
To determine whether natural-respiration breath hold (NRBH) should be used to freeze organ motion rather than deep-inspiration breath hold (DIBH) in abdominal cancer treatments, as NRBH should be more reproducible, retaining organ normal size, shape, and posi...