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AI Summit Highlights: Transparency, Bias in AI, and Exciting Advances
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The Agilis by Kymanox experts in digital health, Lauren Horn, PhD and Alexandria Kruzer, attended the 2023 AI Summit and share their key takeaways. They showcased a notable shift in AI discussions from continuous learning to the evaluation of large language learning models. Transparency in AI, particularly using SHAP values, emerged as a critical theme, contributing to the usability of algorithms.
The summit delved into addressing bias in AI, emphasizing the importance of understanding how user interfaces can influence bias in datasets. Stakeholder involvement, especially healthcare providers, was highlighted as crucial in the development process to design for end-users. The summit also tackled the broader issues of medical errors as a system design problem, emphasizing the need for transparency in medical outcomes. Overall, the summit provided valuable insights into the evolving landscape of AI, its challenges, and the collaborative efforts needed to advance the field.
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The Factor, your trusted podcast for the life sciences industry. Join us as we tackle the essential factors that drive successful commercial products. Our team interviews industry thought leaders to explore regulatory compliance, market trends, and innovation. Stay ahead in this dynamic industry.
About Kymanox:
Kymanox has proven, collaborative, end-to-end solutions that help bring life science products to the market – and keep them there. We are a global professional services organization that supports comprehensive drug development with integrated science, engineering, compliance (e.g., QA/RA), and technical project management. Our work across small and large molecules, medical devices, and combination products affords us a wholly unique advantage. With our diverse team of experts, Kymanox helps clients navigate commercialization challenges that arise throughout a product’s life cycle – from early development to post-market – with optimized safety, quality, efficacy, and accessibility. We strive to advance life science innovation through insightful solutions and collaboration…because patients deserve better. Kymanox was founded in 2004 and is headquartered in Morrisville, North Carolina USA. Kymanox is backed by WestView Capital Partners, a Boston-based growth equity firm. For more information, visit https://www.kymanox.com/.
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