In this episode of our podcast, Dr. Parsa Mirhaji and James Green, CEO of Cognome, discuss the evolving landscape of healthcare data management. From real-world evidence generation to patient empowerment, they cover: Why OHDSI's Atlas falls short for learning health systems. Challenges with identified, de-identified, and limited-identified datasets. The implications of reidentification, IRB regulations, and compliance. Building a single-source dataset for better integration. Interoperable data ecosystems and frameworks for healthcare. The role of multimodal datasets: Bio repositories, PACS, Notes, and EMR. Self-service data extraction and auto-generated OHDSI OMOP datamarts. Patient-centered consent, privacy, and transparency in research. This episode is packed with insights on data quality, ontology management, and the future of healthcare interoperability. #real-world-evidence, #OHDSI, #Atlas-limitations, #learning-health-systems, #healthcare-data, #Dr-Parsa-Mirhaji, #James-Green, #Cognome, #IRB-regulations, #compliance, #data-privacy, #interoperability, #integration-frameworks, #multimodal-datasets, #patient-consent, #patient-empowerment, #Bio-repository, #PACS, #Notes, #EMR, #data-enclaves, #OHDSI-OMOP-datamarts, #audit-trails, #data-transparency, #data-quality, #ontology-management, #single-source-dataset, #healthcare-innovation