Author profile
Loyola University Chicago
To auto-classify radiation oncology safety events reported in narrative descriptions using a large language model (LLM) and propose a framework for future AI-assisted reporting systems.
Eclipse v18 introduces an enhanced leaf model (ELM) for multileaf collimator (MLC) configuration. The model requires dosimetric measurements acquired with MLC-shaped fields and is therefore sensitive to leaf condition. Although leaf cleaning is commonly recom...
To characterize the three-dimensional (3D) isocenter behavior of the Halcyon linear accelerator as a function of off-axis distance and multileaf collimator (MLC) layer, and to evaluate the need for spatially resolved isocenter metrics beyond a single-value sp...
Osteoarthritis (OA) affects nearly one in four adults worldwide and has become an escalating public health concern. Medical and surgical interventions often carry notable morbidity, cost, and side effects. As a noninvasive alternative, low-dose radiotherapy (...