Medical model ideal for tasks like medical summarization or open-book question answering ; context of up to 40K tokens.
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 | Automated medical documentation | Patient record summarization | Scientific literature analysis | Pharmacovigilance monitoring | Healthcare research acceleration | Medical coding and billing optimization
Delivery
API
Data Sources
proprietary models
Detected Use Cases
competitive intelligencehealthcare 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 Authority12 mentions·2 platforms
Academic Papers
10 × 8 pts+80
LinkedIn
2 × 2 pts+4
Evidence5 sources
Academic Papers
Fine-Tuning LLMs on Small Medical Datasets
We investigate the effectiveness of fine-tuning large language models (LLMs) on small medical datasets for text classification and named entity recognition ...
Academic Papers
Small LLMs for Medical NLP: a Systematic Analysis of Few- ...
Our results show that small LLMs can match or even surpass larger baselines, with our best configuration based on Qwen3-1.7B achieving an ...
Academic Papers
[2503.21349] Fine-Tuning LLMs on Small Medical Datasets
by N Losch · 2025 · Cited by 5 — We investigate the effectiveness of fine-tuning large language models (LLMs) on small medical datasets for text classification and named entity recognition ...Read mor
Data Dictionary
Expected fields and columns in this data product
About Medical LLM - Small
Medical LLM - Small 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).
Medical model ideal for tasks like medical summarization or open-book question answering ; context of up to 40K tokens.
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...