Extract Drugs and their UMLS Codes
This model maps drug-related information to their respective UMLS Concept Unique Identifiers (CUI).
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
Clinical decision support | Pharmacovigilance monitoring | Electronic health record standardization | Pharmaceutical research and development | Population health analytics | Clinical trial patient matching | Regulatory compliance reporting
Delivery
API
Data Sources
proprietary models
Detected Use Cases
compliance regulatoryhealthcare 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
Notable7 mentions·2 platforms
Academic Papers
2 × 8 pts+16
Blogs & Newsletters
5 × 2 pts+10
Evidence5 sources
Academic Papers
arXiv:2412.07743v1 [cs.CL] 10 Dec 2024
by Z Chen · 2024 · Cited by 1 — Manual assignment of Anatomical Therapeutic. Chemical (ATC) codes to prescription records is a significant bottleneck in healthcare research.
Academic Papers
UMLS-KGI-BERT: Data-Centric Knowledge Integration in ...
We use the 2022AB release of the UMLS knowledge graph, which contains 8,751,471 concepts defined by 3,711,072 unique identifiers (CUIs), and ...
Blogs & Newsletters
MCP DrugBot: Leaner And Smarter - Sixing Huang - Medium
DrugDB stores each drug, disease, and MOA solely by its formal UMLS name (also known as its canonical name) and its unique UMLS CUI identifier.
Data Dictionary
Expected fields and columns in this data product
About Extract Drugs and their UMLS Codes
Extract Drugs and their UMLS Codes 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 maps drug-related information to their respective UMLS Concept Unique Identifiers (CUI).
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...