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The risk of replicating social bias in synthetic patient data – The need for human intelligence partnered with AI

March 22, 2024 | AI, Synthetic Patients, artificial intelligence, market research

Authored by Paul Reed and Anabelle Gall

As we move forward in 2024, the healthcare industry has embraced the idea that AI-generated synthetic patients are here for the long haul. The remarkable ability to utilize artificial patients that mimic real-world patient data addresses crucial unmet needs, making it nearly impossible to envision a future healthcare industry without widespread usage and integration of synthetic patients.

However, we must strike a delicate balance between integrating AI tools into market research and acknowledging the invaluable role of human intelligence in understanding, verifying, supervising and analysing insights. In this article, we delve into the compelling arguments surrounding the opportunities and risks associated with the utilization of AI-generated synthetic patients in healthcare market research.

Read the full article here.

This content was provided by Research Partnership

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Latest Content from Research Partnership

Research Partnership has published a new Living with Ulcerative Colitis (UC) market report for 2016

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