Discerning tumor status from unstructured MRI reports-completeness of information in existing reports and utility of automated natural language processing

Medicine & Life Sciences

• Natural Language Processing 100%
• Neoplasms 21%
• Information Storage and Retrieval 13%
• Language Therapy 10%
• Support Vector Machine 9%
• Statistical Models 8%
• Electronic Health Records 7%
• Radiology 7%
• Brain Neoplasms 7%
• Disease Progression 6%
• Sensitivity and Specificity 5%
• Magnetic Resonance Imaging 4%
• Guidelines 4%
• Databases 4%

Engineering & Materials Science

• Magnetic resonance imaging 70%
• Tumors 69%
• Electronic medical equipment 8%
• Radiology 8%
• Magnetic resonance 7%
• Statistical Models 6%
• Brain 5%
• Support vector machines 5%
• Imaging techniques 5%
• Testing 3%