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Data in Biotech

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Data in Biotech

Data in Biotech · May 13, 2026

Cavities in the Data: Building FDA-Cleared AI for Dental Imaging with Overjet

Stratified evaluation and subgroup analysis in medical AI Data heterogeneity in dental imaging (sensors, modalities, tooth morphology)FDA predetermined change control plans (PCCP)Model monitoring and production feedback loops Sampling bias and shortcut learning in medical AI