From Faster Than 20
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Health eHeart. Rebecca Petzel and Brooking Gatewood helped kick off this research.
Project Baseline. Verily (an Alphabet company) is using devices (such as a smart watch) to collect longitudinal data about health.
Perhaps the best source of longitudinal data we have about health is from Add Health.