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
Read more...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.
Read more...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).
Read more...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.
Read more...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.
Read more...