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Loss functions for imbalanced medical image segmentation

Discussed in 1 analyzed podcast episode across 1 show

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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)Foundation models and multi-task learning architectures FDA predetermined change control plans (PCCP)Model monitoring and production feedback loops