Graph-Based Modeling for Healthcare Data Relationships

Patient care is data-driven, with each patient interacting with multiple providers, continuously generating data about conditions, diagnosis, treatment procedures, medications, and outcomes. These interactions produce vast amounts of healthcare data, including clinical records, medical imaging, genomics, and specialized records for devices and medication trails. Patients may share and receive information across different hospitals, health insurance systems, families, regulators (such as the U.S. FDA), or pharmaceutical companies conducting clinical trials.