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flowcytometry
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Millions of Flow Cytometry Datasets Are Useless for AI — Here's Why, and What It Would Take to Fix It
NIST, FDA, and NIAID convened a first-of-its-kind workshop to address a crisis hiding in plain sight: millions of flow cytometry datasets are unusable for AI. We traced the evidence trail from 211,359 non-compliant FCS files to a 98%-accuracy proof that cross-lab ML works — when the data is right.
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