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Healthcare

Fine-tuning Models for Healthcare via Differentially-Private Synthetic Text

How to safely fine-tune LLMs on sensitive medical text for healthcare AI applications using Gretel and Amazon Bedrock
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Synthesizing Private Patient Data with Gretel: A Step-by-Step Guide

Create privacy-safe synthetic patient data with Gretel, ensuring compliance, secure sharing, and actionable insights for AI and machine learning in healthcare.
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Deep dive on generating synthetic data for Healthcare

Take a deep dive on training Gretel’s open-source, synthetic data library to generate electronic health records that protect individual privacy (PII).
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Community Insights: Overcoming Medical Class Imbalance with Synthetic Data

An interview with one of Gretel's users on why medical practitioners turn to synthetic data when overcoming challenges with clinical data.
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Predicting Patient Stay Durations in the ER with Safe Synthetic Data

Here's how a hospital uses Gretel to help forecast staffing and resource needs for their emergency care unit, and to identify emerging trends in outbreaks.
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