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Medical summarization with GPT-3

About Curai

Curai is a health tech company that uses GPT-3 to generate training data for medical summarization. Their research paper, Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization, presents an algorithm that creates synthetic data with emphasis on capturing medically relevant information. This algorithm leverages GPT-3 and low-shot learning to generate results comparable to using 6400 human labeled examples (~30x) with an ensemble method. Experiments show that this approach produces high-quality training data that can be combined with human labeled data to generate summaries that are more accurate and coherent than those created from models trained on human data alone.

Curai is a health tech company that aims to expand healthcare access and provide the best care to everyone. They operate a virtual primary care clinic and use AI and machine learning to help their doctors work efficiently.


Curai screenshots

Curai - screen 1

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