EUEmory University · Biomedical Engineering
The Precision Imaging Lab
Xiaofeng Yang · Atlanta, Georgia
Research Focus
Dr. Xiaofeng Yang's lab at Emory University focuses on developing advanced imaging technologies to improve cancer treatments, particularly stereotactic body radiation therapy (SBRT) for lung tumors. Their research aims to enhance the precision of radiation delivery by enabling real-time tracking of tumors during treatment, which is crucial given that tumors can move due to the patient's breathing. By using cutting-edge techniques in deep learning and imaging, the lab hopes to create systems that improve treatment accuracy and ultimately lead to better patient outcomes across various cancer types.
real-time imagingtumor trackingradiation therapydeep learningadaptive radiotherapylung cancerSBRTdose verificationmotion management
Research Aims
3AIM 01Develop a real-time on-board volumetric imaging and tumor tracking method.
AIM 02Create an image correction method for volumetric images.
AIM 03Evaluate the performance of the RITD system for clinical benefit.
Skills the Lab Values
image processingdeep learning techniquesMonte Carlo simulationpatient anatomy imaging3D imaging systemsautomated segmentationclinical data evaluationalgorithm developmentradiation dosimetry
Output against the department
Publications224top 46% of dept.273rd of 595
this lab
most publishedleast published
Citations27ktop 11% of dept.68th of 595
this lab
most citedleast cited
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