Medical data is collected through multiple avenues. Some of the primary sources include electronic health records (EHRs), patient registries, laboratory tests, and imaging studies such as MRI and CT scans. Additionally, data from clinical trials and cancer research studies contribute significantly. Wearable devices and patient-reported outcomes are emerging as new sources of valuable data.