MedLabel
The Data Engine for AI Diagnostics.
MedLabel is building the world’s most trusted source of compliant, segmented medical imaging data—automatically processed, ethically sourced from clinics, and licensed to the AI companies building the future of healthcare.
High-Quality Medical Data—At AI Scale.
AI is only as good as its training data. MedLabel delivers compliant, auto-segmented MRI datasets—accurate, diverse, and ready to train diagnostic AI. No manual labeling. No delays. Just scalable, high-fidelity data built for the future of healthcare.
We Deliver the Clinical-Grade Standard
Most medical AI fails in real-world deployment due to poor data quality. At MedLabel, we address this at the source—by partnering directly with private imaging clinics to acquire real-world MRI data and transform it into automated, de-identified, and globally compliant datasets, ready to train the next generation of AI diagnostics.
Public Datasets Lack Clinical Fidelity
Publicly available imaging datasets are often small, outdated, or lack the diversity and clinical context needed for robust, generalizable AI models.
Manual Labeling Doesn’t Scale
Traditional annotation relies on costly, slow human labeling—creating bottlenecks that delay AI development and inflate burn without guaranteeing consistency.
Data Sourcing Often Lacks Compliance
Many datasets are collected without proper consent or regulatory safeguards, making them unusable in HIPAA, GDPR, or PIPEDA-regulated environments.
High-Fidelity Automation, Not Guesswork
We use state-of-the-art AI (94.3% Dice score segmentation) to generate consistent, anatomically precise labels—no gig workers, no variability, just reproducible quality at scale.
Ethically Sourced from Private Clinics
We partner with clinics to ethically acquire historical and future MRI data—offering fair compensation, full transparency, and zero operational burden.
Built for Regulatory Compliance
Our end-to-end pipeline is designed from the ground up for HIPAA, GDPR, and PIPEDA—ensuring every dataset is pixel-safe, audit-logged, and ready for global licensing.