Flatiron Health, Inc.

Claire Saint-Donat

Lauren Sutton

Nisha Singh

Alexander Rich

Edward Liu

David Light

Frank Zexi Chen

Barry Leybovich

Prakrit Baruah

Forrest Xiao

A model-assisted system for identifying a group of patients for a cohort using a generalized biomarker model may include a processor programmed to provide, to a generalized biomarker model, a first biomarker associated with a cohort, the generalized biomarker model being trained based on one or more second biomarkers; receive, from the generalized biomarker model, an output indicating a plurality of individuals with associated likelihoods of at least one of: having an attribute associated with the third biomarker or having been tested for the attribute associated with the first biomarker; determine a likelihood threshold based on a predetermined cohort size associated with the first biomarker and identify, based on the output, a group of the plurality of individuals for inclusion in a cohort, each individual in the group of the plurality of individuals being associated with a likelihood received from the generalized biomarker model that satisfies the likelihood threshold.

Clinical trial matching system using inferred biomarker status

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New York, NY, United States of America

Claire Saint-Donat