Solutions

Data annotation for
medical devices

From next generation AI-enabled devices to clinical decision support, Centaur Labs provides medical device innovators with high-quality medical data annotations at unprecedented speed and scale.

Brigham and Women's Hospital
Eko
Volastra
Memorial Sloan Kettering Cancer Center
Memorial Sloan Kettering Cancer Center
Brigham and Women's Hospital
Memorial Sloan Kettering Cancer Center
Volastra
Volastra
Massachussetts General Hospital

Use cases

Accelerating development of intelligent medical devices with leading data annotation capabilities

Clinical decision support

AI allows providers to leverage big data at the bedside, supporting decisions throughout the care continuum, and driving improved patient outcomes.

Image analysis

Assisted diagnosis

AI-enabled surgery

Teams are building AI to help make complex, time-sensitive diagnoses, increase the accuracy and efficiency of surgery, and prevent postoperative complications.

Robotic surgery

AR/VR surgery simulation

Patient monitoring

Physicians, caregivers and patients can make care decisions based on both patient-reported symptoms and data streams from next generation medical devices.

Wearables

Connected devices

Disease management software

Eko Health

Eko Health uses Centaur Labs to annotate lung sounds for its AI-enabled digital stethoscope that detects heart and lung abnormalities.

20,000
Lung sound recordings
120,000
Expert opinions
2
Week turnaround
.87 to .92
AUC

Trusted by AI leaders across healthcare

“The speed of Centaur Labs’ work - it’s incredible. If you've never used the product, it’s hard to even realize how much more efficient you can be at labeling if you've got thousands of medically knowledgeable people looking at your data and telling you how it should and shouldn’t be labeled.”

Clinical Operations Lead


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“The platform was able to provide labels at a scale that was 10x, maybe 20x, anything we had done ourselves. When I ran our model on our original dataset, I got an AUC of .87. With Centaur's labels, I got an AUC of .92. Tremendous scale, tremendous throughput, and high quality labels.”

Machine Learning Engineer


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Why Centaur Labs

Speed and scale

Access millions of annotations weekly from a network of thousands of medical experts, taking models from exploratory analysis to deployment in weeks, not months.

Quality by design

Experience how label quality is built into the Centaur Labs system, with frequent performance measurement and pay-for-performance incentives.

Advanced dataset insights

Leverage more reliable statistical information to inform your algorithm training plan.

Privacy and security

Worry less with leading privacy and security capabilities.

Health data focused

Lean on Centaur Labs’ expertise as the only annotation company focused on health, biological and scientific data.

All data types

From pathology slides to surgical video to unstructured clinical notes, get all of your annotation needs in one single platform.

Ready to accelerate your AI development?