Convolutional neural networks trained on image-augmented data identify rectal radiation regions linked to quality-of-life changes and estimate organ-specific dosage thresholds for prostate radiotherapy.
Pearlstein, John Dooley, Jasmine Sun, Srinivas Saripalli, Shiva K
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A machine learning approach to using Quality-of-Life patient scores in guiding prostate radiation therapy dosing
Convolutional neural networks trained on image-augmented data identify rectal radiation regions linked to quality-of-life changes and estimate organ-specific dosage thresholds for prostate radiotherapy.