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Humedica, has recently been bought by Optum and is a clinical informatics company that has a database containing information for 18.5 million patients across the US. In 2012 it had 4,956,264 unique patients.<br /> Humedica contains an extract of clinical, operational, and financial data from client EHRs and other IT systems across the continuum of care. Data available includes structured data(e.g., diagnoses, procedures, prescriptions, lab results) and unstructured data (e.g., treatment rationale) using natural language processing. This patient-based EHR database is representative of the United States within 10% of census data. Inpatient, outpatient, and pharmacy claims are available. Data are indexed by patient from the provider EHR records.

Data may be licensed in the following ways:<br />1. Delivered as a single data extract. Client receives all structured data elements for internal analysis or as a Pan Therapeutic file <br />2. Client receives a custom enterprise license to utilize across the corporation for all therapeutic areas including HEOR, Epidemiology, and Drug Safety

Chi-Squared Test (33.33%), Logistic Regression (22.22%), Bootstrap (22.22%), Fisher's Exact Test (22.22%), Cox Regression (11.11%), T-Test (11.11%), Linear Regression (11.11%), Propensity Score Matching (11.11%), Survival Analysis (11.11%), Ensemble Learning (11.11%)