Detect Drug Side Effect Narratives
Classify health-related text in colloquial language according to the presence or absence of drug side effects.
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
Pharmacovigilance monitoring | Post-market drug safety surveillance | Patient-reported outcome analysis | Clinical trial safety reporting | Regulatory compliance and risk management | Healthcare market research | Social listening for drug side effects
Delivery
API
Data Sources
proprietary modelssocial media
Detected Use Cases
compliance regulatoryhealthcare pharmarisk management
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 Authority16 mentions·3 platforms
Academic Papers
6 × 8 pts+48
LinkedIn
9 × 2 pts+18
Blogs & Newsletters
1 × 2 pts+2
Evidence5 sources
Academic Papers
A Large Language Models for Multi-Class and Multi-Label Detection ...
promising tool for side effect prediction in drug discovery. Viera et al ... To construct high-quality dataset for drug abuse detection and overdose symptom ...
Academic Papers
Utilizing AI and Social Media Analytics to Discover Adverse ...
Dataset 5: Side Effects Reported by Manufacturers and by ChatGPT. We manually searched on the web to collect ASEs reported by drug manufacturers ...
Academic Papers
A Weak Supervision Approach for Monitoring Recreational ...
We used two complementary sources of information to identify whether a tweet refers to the use or effects of recreational drugs: (1) a curated ...
Data Dictionary
Expected fields and columns in this data product
About Detect Drug Side Effect Narratives
Detect Drug Side Effect Narratives 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).
Classify health-related text in colloquial language according to the presence or absence of drug side effects.
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...