Extract Social Determinants of Health
Identify socio-environmental health determinants like access to care, diet, employment, and housing from health records
API AccessPAID
Est. Price
~$15,000/yr est.
Update Frequency
On-demand
Pricing Tiers
1
Regions
—
Quality SignalsB
Freshness
Recently enriched
Complete
75%
API
API Available
Product Overview
Healthcare NLP & Clinical Data Platform$
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
31
quality per $
Coverage
15
geo × freq × depth
Try-ability
15
ease of trial
Product Details
Use Cases
Population health management | Health equity analysis | Clinical trial patient recruitment | Risk adjustment and stratification | Social services resource allocation | Public health policy development | Value-based care performance monitoring
Delivery
API
Data Sources
proprietary models
Detected Use Cases
esg sustainabilityhealthcare pharma
Pricing Tiers
Vedex estimate
~$15,000/yr est.
PAIDMEDIUM
Add to Data Room
Get an instant price estimate based on your organization profile — seats, usage rights, and contract term.Estimated ~$15,000/yr est.
Request a sample directly from John Snow Labs.
Web Authority
High Authority13 mentions·2 platforms
Academic Papers
9 × 8 pts+72
LinkedIn
4 × 2 pts+8
Evidence5 sources
Academic Papers
SDoH-GPT: Using Large Language Models to Extract ...
by B Consoli · 2024 · Cited by 5 — SDoH-GPT: Using Large Language Models to Extract Social Determinants of Health (SDoH). Authors:Bernardo Consoli, Xizhi Wu, Song Wang, Xinyu Zhao ...
Academic Papers
SODA: A Natural Language Processing Package to Extract ...
by Z Yu · 2022 · Cited by 5 — SODA: A Natural Language Processing Package to Extract Social Determinants of Health for Cancer Studies. Authors:Zehao Yu, Xi Yang, Chong Dang, ...
Academic Papers
SDoH-GPT: Using Large Language Models to Extract ...
by B Consoli · 2024 · Cited by 5 — Pittsburgh, 4University of North Carolina at Chapel Hill, 5University of Pennsylvania, 6University of Texas. Southwestern, 7University of Virginia, ...
Data Dictionary
Expected fields and columns in this data product
About Extract Social Determinants of Health
Extract Social Determinants of Health is an alternative data product offered by John Snow Labs, available on databricks_marketplace. Data is updated on-demand. API access is available for programmatic integration. Vedex estimates pricing at roughly $15,000/yr (an estimate, not a vendor-published price).
Identify socio-environmental health determinants like access to care, diet, employment, and housing from health records
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...