Streamline Cancer Data Standardization with mCodeGPT
Enhance the efficiency and effectiveness of your data standardization process with mCodeGPT - the cutting-edge solution that combines mCODE™ and large language model (LLM) to extract cancer concepts based on ontology.
Try our Hugging Face demo: https://huggingface.co/spaces/paopaoka3325/mCodeGPT
Welcome to mCodeGPT
At mCodeGPT, we offer a revolutionary approach to cancer data standardization. Our integrated solution leverages the power of mCODE™ and LLMs to streamline the process, ensuring accurate extraction of cancer concepts based on ontology.
Huggingface Space
mCodeGPT is deployed on Huggingface Space, can be accessed through both webapp interface and huggingface API
GPT-3.5/GPT-4 Empowered
The backend of mCodeGPT is the most powerful large lagnuage model from OpenAI (GPT-3.5-turbo and GPT-4)
Automatic Ontology Extraction
Auto-extracting cancer ontologies from unstructured clinical notes and covert them to easily managable stuctured format
Comprehensive Data Standardization
Our advanced technology combines mCODE™ and LLMs to provide comprehensive data standardization for cancer-related information, enabling better analysis and decision-making.
OpenSource
mCodeGPT is a fully open-source project, designed to empower contributors from all backgrounds. We welcome and value your contributions.
Download Cancer Ontology Example File to see the cancer ontology.
Contact us to help build other disease ontology.