Snorkel for
healthcare

From improving patient health to clinical trials, Snorkel Flow provides healthcare innovators with a data-centric platform to build custom AI/ML applications powered by programmatic data labeling.
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Trusted by world-leading healthcare services companies

Fortune 500 biotech

A Fortune 500 biotech pioneer leveraged Snorkel Flow to extract critical chronic disease data from clinical trials, accurately processing 300K documents in minutes.

Problem

Building AI applications to extract entities requires high domain expertise and large amounts of labeled training data, which is expensive and time-consuming.

$10M

saved on labeling for extraction

Solution

With Snorkel Flow they built a custom model with 99.1% accuracy by adjusting label schema and re-labeling programmatically.

<24hs

accuracy on complex ML pipeline

Results

With Snorkel Flow, this biotech giant programmatically labeled ~300K documents in minutes versus using manual labeling, all while saving $10M in costs.

1 day

vs. 1 year to adjust label schema
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AI solutions for healthcare

AI applications built using Snorkel Flow create speed, ease, and accuracy for your healthcare needs with custom cutting-edge models and expertise. Rapid results, for a fraction of the cost.

Improving patient outcomes

Analyze patient health records to detect anomalies and find potentially problematic medical conditions, as well as assist diagnosis and treatment recommendations.

Claims processing

Identify entities in patient records and recognize insured persons, loss amount, and policyholder information to process claims faster or monitor potentially spurious claim behavior to detect subrogation claims.

Enhancing research

Automate data extraction from clinical trial records for digital pathology, classify medical papers by topic to improve research access, and classify patient records to identify actionable clinical trial candidates.

Clinical trial analytics

Extract key invaluable data from clinical trials and patient records, assisting with trial design, optimization, site selection, and patient recruiting.
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