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November 7, 2024
Generative AI Transforms Healthcare: Boosting Diagnostics and Trustworthiness
Mayo Clinic Platform
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Contributed by: Kate Gamble
Summary
Generative AI is making notable strides in the healthcare sector since the launch of ChatGPT in late 2022, attracting around 200 million weekly users, although concerns about misinformation persist. Advances in AI functionality, particularly through the development of transformers and attention mechanisms by data scientists, are improving diagnostic accuracy, as shown by research from the University of Cologne that indicates aggregating outputs from multiple large language models (LLMs) enhances trustworthiness in clinical settings. While these developments are promising, ongoing efforts to evaluate the effectiveness and safety of AI in real-world healthcare applications are essential, with tech companies like OpenAI actively working to enhance the reliability of their AI models.

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