Clinical Dataset for Machine Learning

Clinical Data

The key resource in health & medical research, there are several ways clinical data is collected & managed. We are going to summarize in brief of 4 major types which are crucial to understanding in retrospect of our research

Electronic Health Records

These are records maintained at individual medical institutions, hospital, clinic etc., & it includes administrative and demographic information, diagnosis, treatment, prescription drugs, laboratory tests, physiologic monitoring data, hospitalization, patient insurance, etc. Even though such data is not generally available to outsiders for open research, larger collaborators may get mediated or collaborated access.

• UW De-identified Clinical Data Repository (DCDR)
• Stanford Center for Clinical Informatics

Patient Disease Registries

For widespread chronic conditions such as cancer, diabetes, heart disease, asthma, Alzheimer's disease etc, digital entries are sometimes kept to study a narrow prospect of the condition