This document discusses using registry data from 6.2 million Danish individuals and 66 million hospital admissions to complement patient medical records by providing additional information on comorbidities. The registry data contains 119 million diagnoses that can be analyzed using statistical tests like Fisher's exact test and relative risk to better understand relationships between comorbidities and factors like gender, age, and obesity while accounting for potential confounding issues and reporting biases.