Dan Riskin

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software development real-world data real-world evidence high-validity rwe clinical development market access medical affairs pharmacovigilance regulatory compliance evidence generation deep phenotyping patient record integration healthcare data analytics electronic health records data quality clinical assertions registry data observational research longitudinal studies disease-specific registries ai data extraction research collaboration patient journey mapping data normalization healthcare resource utilization data traceability external control arms clinical trial recruitment value-based contracting regulatory approvals treatment outcomes clinical outcome parameters cohort analysis therapeutic areas health technology assessment pharma partnerships academic medical centers community health systems data standardization study implementation underlying patient characteristics accrued clinical findings risk management biotechnology firms healthcare analytics evidence-based decision making ai in healthcare precision medicine phenotype data extraction evidence-based treatments information technology & services health care information technology health care health wellness & fitness hospital & health care