04 Sep 2024 | 03:00 PM GMT
Past Meeting

Watch Out for Bias: What GenAI Doctors Need to Know

About this Meeting

Generative AI doctors are designed to assist human doctors by performing medical tasks like diagnosis, treatment planning, and patient interaction. This should improve healthcare access and efficiency. However, as the technology develops challenges remain, including the possibility of bias. 

The AI's decision-making process can make it  hard to pinpoint exactly where and how biases are influencing outcomes. 

Bias can stem from unrepresentative training data, algorithmic design flaws, cultural and socioeconomic blind spots and historical healthcare disparities. This can lead to inaccurate diagnosis or unfair treatment recommendations, especially for underrepresented groups. 

Addressing bias requires diverse data, careful algorithm design and continuous monitoring.

Join your peers to discuss the future use of generative AI doctors, specifically: 

  • Can Gen AI Doctors explain the decision making process?
  • What oversights exist to detect and correct bias?
  • How is the AI validated for different populations, cultural differences, and socio economic statuses?

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