Pharma & BiotechTransfer learning with few-shot domain adaptationresearch-validated proposed workflow; promising for operationalization but not described as deployed in production.

Few-shot adaptation workflow for disease-specific eligibility screening

Instead of building a brand-new trial-screening model for every disease, teams can start with an oncology-trained model and teach it a new disease using only a small number of examples.

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