Machine Learning to Predict Delays in Adjuvant Radiation following Surgery for Head and Neck Cancer

Keyphrases

• Head-and-neck Cancer 100%
• Machine Learning 100%
• Adjuvant Radiation 100%
• National Cancer Database 75%
• High Risk 50%
• Novel Methodology 50%
• Inclusion Criteria 25%
• Patient Data 25%
• Observational Cohort Study 25%
• Model Building 25%
• Radiation Therapy 25%
• Adjuvant Therapy 25%
• After Surgery 25%
• National Cancer Registry 25%
• Exclusion Criteria 25%
• Patient Experience 25%
• Clinical Care 25%
• Overall Accuracy 25%
• Clinical Tool 25%
• Direct Impact 25%
• Rural-urban 25%
• Machine Learning Models 25%
• Overall System 25%
• Feature Importance Analysis 25%
• Weighted Model 25%
• Permutation Importance 25%

Medicine and Dentistry

• Malignant Neoplasm 100%
• Head and Neck Cancer 100%
• Patient-Data 33%
• Cohort Study 33%
• Cancer Registry 33%
• Adjuvant Therapy 33%
• Patient Experience 33%
• Radiation Therapy 33%
• Exclusion Criterion 33%