Title

AWS re:Invent 2023 - Innovating for health equity to drive social impact with generative AI (IMP202)

Summary

Danielle Morris, the global health equity lead for AWS's social responsibility and impact team, introduces the session, emphasizing the application of generative AI to improve global health and well-being.
Kingsley Undo, founder and CEO of Huron AI, discusses how his med-tech startup uses generative AI to make precision care accessible, focusing on underrepresented populations and improving drug safety.
Huron AI's solution, Gokiza, is tested in Rwanda, a country with a significant oncologist shortage, and is designed to be culturally sensitive, providing remote care and managing side effects in local languages.
The importance of algorithmic bias is highlighted, stressing the need for culturally sensitive technology that considers local epidemiology and clinical context.
Ridd, a principal solutions architect with AWS for Nonprofits, outlines various use cases for generative AI and key considerations for building generative AI applications, including model selection, customization, and infrastructure.
The session concludes with a Q&A, discussing the importance of partnerships, government collaboration, and staying informed about evolving technology and health equity needs.

Generative AI has the potential to significantly impact health equity by addressing the shortage of healthcare professionals and improving patient care in low-resource settings.
Cultural sensitivity and local context are critical when deploying AI solutions in diverse regions to ensure effectiveness and acceptance by both healthcare providers and patients.
Algorithmic bias is a major concern, and it is essential to select models and design systems that minimize bias and are fair, safe, and trustworthy.
Nonprofits and mission-driven organizations can benefit from generative AI by building applications that are resource-efficient and tailored to their specific needs.
AWS provides resources such as the AWS Health Equity Initiative to support organizations in leveraging cloud technology to advance health equity.
Continuous engagement with users and stakeholders is vital for innovating and ensuring that AI solutions remain impactful and relevant to the evolving needs of healthcare systems.