Maria de la Luz De Ornelas, PhD, MS

Varian Ethos 2.0 recently introduced High-Fidelity (HF) Mode, featuring a 1.25 mm dose grid designed for small-target SRS/SBRT. While the Intelligent Optimization Engine (IOE) automates plan generation, the impact of user-defined optimization structures—speci...

Root Cause Analysis (RCA) is resource-intensive and prone to subjective bias. While Radiation Oncology Incident Learning System (RO-ILS) collects vast data, extracting insights from unstructured narratives remains a bottleneck. Large language models (LLMs) of...

To evaluate the reasoning capabilities of large language models (LLMs) in performing root cause analysis (RCA) of radiation oncology incidents using narrative reports from the Radiation Oncology Incident Learning System (RO-ILS), and to assess their potential...