Extract Disease and Syndrom entities and their UMLS Codes
This model was trained to identify diseases and syndromes entities and map those to their corresponding UMLS CUI codes.
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 | Medical billing and revenue cycle management | Population health analytics | Clinical trial patient recruitment | Healthcare interoperability and data standardization | Pharmacovigilance and adverse event reporting | Public health surveillance
Delivery
API
Data Sources
proprietary models
Detected Use Cases
healthcare pharmainsurance
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 Authority11 mentions·2 platforms
Academic Papers
10 × 8 pts+80
Blogs & Newsletters
1 × 2 pts+2
Evidence5 sources
Academic Papers
A Hybrid Framework with Large Language Models for Rare ...
by J Wu · 2024 · Cited by 29 — ICD-10 is a widely used system for classifying diseases, injuries, and health conditions, providing a standardized coding scheme for clinical ...
Academic Papers
LLMs in Biomedical: A Study on Named Entity Recognition
This paper investigates LLMs application in the biomedical domain by exploring strategies to enhance their performance for the NER task.
Academic Papers
arXiv:2409.15368v1 [cs.CL] 18 Sep 2024
by KD Baksi · 2024 · Cited by 9 — Disease extraction, a key component of both traditional medical coding and the MedCodER framework, involves identifying disease entities from ...
Data Dictionary
Expected fields and columns in this data product
About Extract Disease and Syndrom entities and their UMLS Codes
Extract Disease and Syndrom entities 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 was trained to identify diseases and syndromes entities and map those to their corresponding UMLS CUI codes.
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...