SatHealth combines Ohio satellite images, climate and air quality data, and all-disease prevalence from medical claims into a public dataset, and demonstrates that its environmental embeddings improve health prediction models.
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SatHealth: A Multimodal Public Health Dataset with Satellite-based Environmental Factors
SatHealth combines Ohio satellite images, climate and air quality data, and all-disease prevalence from medical claims into a public dataset, and demonstrates that its environmental embeddings improve health prediction models.