Accuracy driven by collective intelligence and automated quality checks
Accuracy driven by collective intelligence and automated quality checks
Human-powered labeling from a global network of experts
Human-powered labeling from a global network of experts
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Stop annotating data slowly with in-house teams or outsourcing to teams whose quality you can't control.
Access the Centaur Labs network of thousands of medical doctors, professionals, researchers and students for skilled annotation
Embed data annotation seamlessly into your data pipeline with end to end API integration
View labeler-level insights to give you confidence in the Centaur Labs network
You define quality. We rigorously measure and manage it.
Measure labeler performance. Only include opinions from labelers whose quality score meets your expectations
Incentivize labeler performance with small batch, mobile-first competitions. Labelers are only paid for performance and give 100% of their effort on every case
Generate multiple reads on each case, and even more on ambiguous cases
Proactively understand the nuances of your dataset, so your data works with you, not against you.
Access meaningful statistical information about your dataset
Leverage case-level insights to inform model development e.g. precision-recall curves, label distribution, labeler agreement
Identify edge cases and challenges with data quality based on flagged cases and labeler comments
With leading security and privacy practices in place, you can rest assured we are handling your health data with care.
Read the announcement →
“The Centaur Labs platform provided labels at a scale 10x, or 20x, anything we had done by ourselves. Tremendous scale, tremendous throughput, and high quality labels.”
Daniel Barbosa
Machine Learning Engineer
“We found ~5,000 potential new synonyms for the indication and anatomy vocabularies, but curating that many terms manually would have taken months of dedicated work”
Mark Streer
Scientific Coordinator
“We were able to improve our model dramatically - from .6 to .83 F1 score - in part, because of Centaur Labs.”
Fausto Milletarì
Sr. AI Scientist
From software as a medical device (SaMD) to next generation AI-enabled hardware devices.
LEARN MORE →From accelerating claims processing and reimbursement, to improving customer service.
LEARN MORE →From chatbots answering patient questions to expert review on LLM hallucinations.
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