Extract clinical risk factors
This model specializes in identifying key risk factors such as Coronary Artery Disease, Diabetes, Family History, etc.
API AccessPAID
Est. Price
~$12,000/yr est.
Update Frequency
—
Pricing Tiers
1
Regions
—
Quality SignalsB
Freshness
Recently enriched
Complete
63%
API
API Available
Product Overview
Healthcare NLP & Clinical Data Platform$
Offering: A comprehensive suite of NLP-based clinical entity recognition models and structured healthcare datasets for pharmacovigilance, clinical research, and population health analytics.
Best for: Healthcare data scientists and clinical researchers building automated pipelines for medical record de-identification and drug safety monitoring.
Benefits
- Extensive library of pre-trained clinical NLP models
- Multi-language support for clinical de-identification
- High-granularity SDoH and clinical entity extraction
- Cost-effective pricing compared to enterprise-scale healthcare data platforms
Drawbacks
⚠ Limited longitudinal patient journey tracking compared to Komodo Health · ⚠ Requires technical integration via API rather than turnkey dashboard solutionsProduct Intelligence
Value Score
26
quality per $
Try-ability
15
ease of trial
Product Details
Use Cases
Population health management | Clinical trial patient recruitment | Preventive care strategy development | Electronic health record optimization | Automated medical coding and billing | Clinical decision support systems | Chronic disease risk stratification
Delivery
API
Data Sources
proprietary models
Detected Use Cases
healthcare pharma
Pricing Tiers
Vedex estimate
~$12,000/yr est.
PAIDMEDIUM
Add to Data Room
Get an instant price estimate based on your organization profile — seats, usage rights, and contract term.Estimated ~$12,000/yr est.
Request a sample directly from John Snow Labs.
Web Authority
High Authority18 mentions·3 platforms
Academic Papers
15 × 8 pts+80
Blogs & Newsletters
2 × 2 pts+4
LinkedIn
1 × 2 pts+2
Evidence5 sources
Academic Papers
Automatic Extraction of Disease Risk Factors from Medical ...
by M Rubchinsky · 2024 · Cited by 1 — We present a novel approach to automating the identification of risk factors for diseases from medical literature, leveraging pre-trained models in the bio- ...Re
Academic Papers
Automatic Extraction of Disease Risk Factors from Medical ...
The risk factor annotation system comprises three main components designed to streamline the process of annotating risk factors in medical ...
Academic Papers
Leveraging Large Language Models to Extract Information ...
This study is the first foundational effort in a broader goal to extract additional granular risk factors associated with SUD patients.
Data Dictionary
Expected fields and columns in this data product
About Extract clinical risk factors
Extract clinical risk factors is an alternative data product offered by John Snow Labs, available on databricks_marketplace. API access is available for programmatic integration. Vedex estimates pricing at roughly $12,000/yr (an estimate, not a vendor-published price).
This model specializes in identifying key risk factors such as Coronary Artery Disease, Diabetes, Family History, etc.
About John Snow Labs
John Snow Labs is a data provider vendor based in Wilmington, Delaware, USA. The model is a powerful tool for extracting SDoH entities from clinical text. It was specifically trained to identify the conditions in which people are born, grow, live, work, and age that impacts th...