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SITC Hosts Social Determinants of Health with Large/Moderate Language Models on EHR Data: AI in Immuno-oncology Webinar

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Many of these determinants are captured in the electronic health record (EHR), but very few methods can effectively analyze these data to better determine correlations between determinants and immunotherapy outcomes. This webinar on July 30th focused on new, prospective methods to analyze health record data for social determinant indicators that could help enhance immunotherapy administration and access. 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