Curai

Curai uses GPT-3 to generate training data for medical summary purposes.

In their research paper, Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization, they present an algorithm for creating synthetic training data with an explicit focus on capturing medically relevant information. They use GPT-3 as the backbone of the algorithm and scale 210 labeled human examples to produce results comparable to using 6,400 labeled human examples (~30x) by leveraging low-speed learning. intensity and an overall method. In detailed experiments, they show that this approach produces high-quality training data that can then be combined with labeled human data to obtain summaries that are significantly preferable to those produced by models trained solely on human data, both in terms of medical precision as well as consistency.

Curai is a health technology company focused on expanding access to healthcare and providing the best possible care for everyone. They run a virtual primary care clinic and leverage AI and machine learning to help their doctors work faster and more efficiently.

Source: https://www.youtube.com/watch?v=j_WMAPKUsS4

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