Unlocking Healthcare AI: I'm Releasing State-of-the-Art Medical Models for Free. Forever.
Blog post from HuggingFace
Maziyar Panahi's initiative, OpenMed, aims to revolutionize healthcare AI by releasing over 380 state-of-the-art Named Entity Recognition (NER) models for medical and clinical text, all free and open-source under the Apache 2.0 license. These models, which have been fine-tuned and tested across 13 major medical datasets, outperform many commercial alternatives by offering superior performance, with F1 scores reaching up to 0.998. OpenMed addresses significant barriers in medical AI, such as the costly licenses, lack of transparency, and limited access prevalent in closed-source systems. By providing models in various sizes and ensuring compatibility with platforms like Hugging Face and PyTorch, OpenMed facilitates a broad range of applications, from drug research to clinical diagnostics, thereby enhancing research, clinical progress, and equitable access to advanced healthcare solutions.