Development of a multimodal geomarker pipeline to assess the impact of social, economic, and environmental factors on pediatric health outcomes.

Erika Rasnick ManningQing DuanStuart TaylorSarah RayAlexandra M S CorleyJoseph MichaelRyan GilletteNdidi UnakaDavid HartleyAndrew F BeckCole Brokampnull null

Published in: Journal of the American Medical Informatics Association : JAMIA (2024)

We created an open framework for multimodal geomarker assessment by harmonizing and linking a set of over 100 geomarkers to hospitalization data, enabling assessment of links between geomarkers and hospital admissions.

Keyphrases

pain management
healthcare
mental health
electronic health record
machine learning
young adults
childhood cancer