Imaging as a surrogate for the early prediction and assessment of treatment response through the analysis of 4-D texture ensembles (ISEPARATE)

Mathematics

• Texture 100%
• Surrogate 97%
• Imaging 88%
• Ensemble 79%
• Prediction 64%
• Image Analysis 49%
• Surrogate Endpoint 31%
• Texture Analysis 31%
• Feature Selection 26%
• Chemotherapy 26%
• Registration 26%
• Acquisition 25%
• Support Vector Machine 25%
• Breast Cancer 24%
• Quantitative Analysis 24%
• Histogram 23%
• Redundancy 22%
• Machine Learning 22%
• Diagnostics 20%
• Relevance 19%
• Evaluate 16%
• Series 12%

Engineering & Materials Science

• Image analysis 76%
• Textures 64%
• Imaging techniques 61%
• Chemotherapy 60%
• Magnetic resonance imaging 42%
• Redundancy 33%
• Support vector machines 32%
• Feature extraction 30%
• Machine learning 29%