University of Texas Southwestern Medical Center · Biomedical EngineeringAdaptive Radiotherapy and AI Quality Assurance Lab
Steve Bin Jiang · Dallas, Texas
Research Focus
Dr. Steve Bin Jiang's lab focuses on improving cancer treatment through advanced technologies in radiotherapy. They are developing an Artificial Intelligence-based system to enhance quality assurance for a new type of radiotherapy known as MR-LINAC, which combines radiation treatment with MRI imaging. This innovative approach aims to ensure that cancer treatments are safer and more personalized by accurately adapting to changes in a patient's anatomy over time.
MR-LINACadaptive radiotherapyquality assuranceartificial intelligenceradiation therapydose verificationtumor segmentationpatient safetyclinical research
Research Aims
4AIM 01Develop an AI-based system for quality assurance in adaptive radiotherapy.
AIM 02Create four AI models to assess the accuracy of tumor and organ segmentation.
AIM 03Implement a near real-time dose verification engine for radiation treatment.
AIM 04Translate and validate the AI system across multiple medical institutions.
Skills the Lab Values
Artificial Intelligence model developmentdata acquisitionMRI imaging analysisradiation treatment planningquality assurance protocol developmentmachine learningsoftware validationclinical workflow optimizationdose delivery checks