Machine learning analysis of DNA methylation profiles distinguishes primary lung squamous cell carcinomas from head and neck metastases

Keyphrases

• Head-and-neck Squamous Cell Carcinoma (HNSCC) 100%
• Head-and-neck 100%
• Lung Squamous Cell Carcinoma 100%
• DNA Methylation Profile 100%
• Neck Metastasis 100%
• Primary Lung 100%
• Machine Learning Analysis 100%
• Pulmonary Metastasis 60%
• Support Vector Machine 40%
• Random Forest 40%
• Neural Network 20%
• Prediction Accuracy 20%
• Artificial Neural Network 20%
• Healthy Lung 20%
• Classification Basis 20%
• Clinical Significance 20%
• Primary Tumor 20%
• Machine Learning Techniques 20%
• Validation Cohort 20%
• DNA Methylation Profiling 20%
• Lung Tumor 20%
• Primary Lung Cancer 20%
• Clinical Validation 20%
• Therapeutic Decision-making 20%
• Current Diagnostics 20%
• Probability Score 20%
• Diagnostic Differentiation 20%

Medicine and Dentistry

• Head and Neck Squamous Cell Carcinoma 100%
• DNA Methylation 100%
• Squamous Cell Lung Carcinoma 100%
• Head and Neck Metastasis 100%
• Lung Metastasis 60%
• Diagnosis 40%
• Lung 40%
• Lung Cancer 20%
• Primary Tumor 20%
• Squamous Cell Carcinoma 20%
• Lung Tumor 20%

Biochemistry, Genetics and Molecular Biology

• DNA Methylation 100%
• Support Vector Machine 100%
• Random Forest 100%
• Artificial Neural Network 50%