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
deep learning