When pharma skips diverse populations, the result isn’t just bias—it’s failure. Overlooked groups mean misdiagnoses, ineffective treatments, and failed drug launches, costing pharma billions. Can we afford to exclude 84% of the world?
Know MoreDrug response varies by genetics and lifestyle. That’s why diverse data isn’t a nice-to-have—it’s a scientific necessity. Without it, we miss key biomarkers, leaving billions of people behind in the race toward precision medicine.
Know MoreCaucasians make up just 16% of the global population—yet they represent 82% of AI training data in healthcare. That leaves most of the world invisible to the very tools meant to help us. The future of medicine can’t be built on exclusion.
Know MoreAI is only as good as the data it’s fed. If that data isn’t inclusive, outcomes won’t be either. Bias in means bias out — and in healthcare, that leads to misdiagnoses, mistreatment, and lost lives. Diverse data isn’t optional—it’s essential.
Know MoreRaces
Primary Sites
Cases
Files
What if cancer AI worked for everyone, not just a select few? Most cancer AI is built on data from just 16% of the global population, primarily from homogeneous, Western datasets. At PAICON, we’re closing the remaining 84% gap.
Our mission is to bring equity to cancer diagnostics by training AI on diverse, representative data from across the world.
Whether you're exploring collaboration or simply curious about our work, our video will give you a quick understanding of our mission. Take a minute to see how we're challenging the status quo and contact us to explore how you can be part of the change.
PAICON’s Co-founder and CTO, Dr. Christian Aichmüller, presented at the...
June 15, 2025
The digitization of healthcare and the rise of AI-based diagnostics...
June 13, 2025
At the “Science Sparks Startups” event, our co-founder and CEO,...
June 10, 2025
A landmark systematic review and meta-analysis confirms what the health...
June 20, 2025
In the pursuit of global health equity, artificial intelligence (AI)...
June 27, 2025
We are proud to announce the official launch of Remaining84.com...
May 30, 2025