Leverage human expertise at scale to build leading AI
Centaur Labs accurately labels medical data by intelligently combining the opinions of experts with medical knowledge and specialized training.
Scale expertise with an on-demand network of experts
Ensure label quality with built-in algorithmic quality systems
With leading security and privacy practices in place, you can rest assured we are handling your health data with care
177MM
TOTAL LABELS COMPLETED
2MM
LABELS COMPLETED PER WEEK
20,000+
LABELING SUBJECT MATTER EXPERTS
We work with organization on the forefront of AI
What We Annotate
TEXT
From scientific text, to chatbot conversations, to press releases
AUDIO
From lung to heart sounds
WAVEFORM
EEG and ECGs
2D IMAGE
Pathology images, dermoscopic images, to facial expression and body language
3D IMAGE
MRI, to ultrasound, to PET and CT scans
VIDEO
Surgical video e.g. endoscopic video, or
Why Centaur Labs
SPEED & 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 BUILT IN 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 & SECURITY Worry less with leading privacy and security capabilities
BIOMEDICAL DATA EXPERTS 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.
See why our customers love Centaur Labs
Segmenting graft-versus-host skin disease is a complex and time consuming task. Centaur collected over 10 vetted opinions per image from their network, and combining those segmentations together produced amazingly high-quality annotations.
Centaur's mobile-first labeling tools enable us to quickly and conveniently gather results from our residents. We've accelerated our research by building and refining our ML models on COVID-19 pathologies in near real time. Centaur Labs has been a crucial partner throughout.
Andrew J. Goldsmith, MD, MBA
Director of Emergency Ultrasound, Emergency Medicine
Any data scientist will love working with Centaur Labs. They provided us with rich information on labeler disagreement that is both critical to publishing results of our work andunlike any labeling vendor out there. Our project also had unique requirements for the population of labelers, and Centaur was able to recruit over 650 labelers that met those requirements.
We knew we couldn’t rely on individual neuroradiologists—or traditional, non-medical outsourced labeling services—to segment different kinds of hemorrhages in thousands of brain CT scans. Centaur tackled this problem quickly and accurately, enabling us to focus our time on building cutting-edge AI.
