Predictive modeling using shape statistics for interpretable and robust quality assurance of automated contours in radiation treatment planning

Mathematics

• Predictive Modeling 100%
• Quality Assurance 90%
• Radiation 63%
• Planning 62%
• Statistics 41%
• Radiotherapy 22%
• Shape Feature 17%
• Kidney 13%
• Medical Image 7%
• Random Forest 7%
• Shapley Value 6%
• Image Segmentation 6%
• Classifier 5%
• Learning 4%
• Curve 3%

Engineering & Materials Science

• Radiotherapy 75%
• Quality assurance 64%
• Radiation 47%
• Statistics 45%
• Planning 38%
• Random forests 21%
• Image segmentation 19%
• Deep learning 18%
• Classifiers 14%

Medicine & Life Sciences

• Statistics 47%
• Radiotherapy 42%
• Datasets 13%
• Deep Learning 11%
• Kidney 9%
• Cervix Uteri 8%
• Area Under Curve 7%
• Research Design 6%
• Therapeutics 1%