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Author profile
Derek Matthew Garcia
The University of Texas MD Anderson Cancer Center
Investigating Influential Factors of SRS Brain Phantom Delivery Accuracy Using Machine Learning
The IROC SRS brain phantom provides independent end-to-end tests for clinical trial credentialing; utilizing this unique dataset characterized by heterogeneous community practices, we aimed to evaluate the utility of machine learning in predicting audit outco...
Poster Program · Therapy Physics
ROC-Based Assessment of Clinical Quality Metrics for Iroc Houston SRS Phantom Performance Evaluation
To evaluate the utility of clinical quality metrics as a means of distinguishing appropriate performance for the IROC Houston stereotactic radiosurgery (SRS) phantom.
Poster Program · Therapy Physics