Author profile

Yuntao Wang

Department of Radiation Oncology, University of Miami

Presenting AuthorPoster

Quantitative Risk Assessment In Radiation Oncology Via LLM-Powered Root Cause Analysis of Incident Reports

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...

Poster Program · Therapy Physics

Presenting AuthorPaper

Augmenting Patient Safety Surveillance In Radiation Oncology with Large Language Model-Based Root Cause Analysis

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...

Proffered Program · Therapy Physics