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May 7, 2026 19 min

Using AI and Longitudinal Data to Transform Rare Disease Care

from RARECast

Matching phenotype to genotype at scale could transform how rare diseases are found, understood, and treated. Komodo Health has partnered with GeneDx to build one of the most comprehensive longitudinal rare disease datasets ever assembled. John Wollman, head of revenue strategy at Komodo Health, discusses how Komodo’s longitudinal real‑world data on more than 330 million de-identified U.S. patient journeys, combined with GeneDx’s genomic testing and rich phenotypic information, can shorten diagnostic odysseys, rapidly enable natural history studies, and help stakeholders across the rare disease continuum make smarter and faster decisions for people living with rare diseases.

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Using AI and Longitudinal Data to Transform Rare Disease Care

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