Identifying who has long COVID in the USA: a machine learning approach using N3C data
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Patients identified by our models as potentially having long COVID can be interpreted
as patients warranting care at a specialty clinic for long COVID, which is an essential
proxy for long COVID diagnosis as its definition continues to evolve. We also achieve
the urgent goal of identifying potential long COVID in patients for clinical trials.
As more data sources are identified, our models can be retrained and tuned based on
the needs of individual studies.
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