Healthcare-specific LLM’s are More Accurate than General-purpose LLM’s
Clinical Note Summarization
is 30% more accurate than BART, Flan-T5 and Pegasus.
Clinical Entity Recognition
John Snow Labs’ models make half the errors that ChatGPT does.
Extracting ICD-10-CM Codes
is done with a 76% success rate versus 26% for GPT-3.5 and 36% for GPT-4.
0% Hallucinations, 100% Explanations
Watch: Medical Large Language Models for Clinical Text Summarization, Information Extraction, and Question Answering
Large language models like GPT-4 and their open-source counterparts provide a leap in capabilities on understanding medical language and context – from passing the US medical licensing exam to summarizing clinical notes. Recently, a wave of health-specific large language models shows that tuning models specifically on medical data and tasks can result in even higher accuracy on everyday use cases such as question answering, information extraction, and summarization.
Ask Questions
that Medical Professionals Care about
Answering Clinical Questions
Answering Biomedical Questions
Train On Your Own Data
- Load All Data: The Multi-Modal systems accepts structured data, unstructured text, PDF documents, and custom data formats.
- Freshness: Always ensure your users get the latest answers. Update documents in near-real-time without retraining the whole system.
- Scale: Ready to process millions or billions of documents. Scale the cluster to fit your needs.
Add Industry Data
Pre-load the knowledge base and pre-train the model with 2,300+ reference datasets curated by medical domain experts – including hundreds of terminologies, medical research, clinical trials, patents, population health, cost, public and regulatory data.
Expert curated
Always up to date
Clean & validated
Get Started
The Medical Chatbot is delivered as a 12-week implementation project that includes:
Installation & configuration of a cluster on your own infrastructure
Data integration, processing, and knowledge base creation
Instruction tuning of the large language models to your prioritized tasks