Automated Free Text Analysis Methodologies for the Total Army Injury and Health Outcomes Database

摘要: Abstract : This project investigated how data mining techniques could be applied to the Total Army Injury and Health Outcomes Database (TAIHOD), developed by U.S. Research Institute for Environmental Medicine (USARIEM). In particular, we explored potential "information mining", a unique fusion of from with methods automatically extracting unstructured text reports that often accompany medical records. Data extracted may provide useful elements contribute predictive accuracy statistical models constructed techniques.