Author profile
Department of Radiation Oncology, University of Miami
Understanding of medical physics is essential for safe and effective radiation oncology practice. This study evaluates current instructional practices for physics education in radiation oncology physician residency programs following the release of the AAPM/A...
Radiation segmentectomy using yttrium-90 (Y‑90) transarterial radioembolization (TARE) is an established treatment for hepatocellular carcinoma (HCC), with the goal of achieving complete tumor necrosis through delivery of high doses (>400 Gy). Despite widespr...
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...