ZJU4HealthCare/HealthGPT

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1654 stars · 243 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

HealthGPT is a medical multimodal large language model family unifying medical image comprehension and generation via heterogeneous knowledge adaptation, with HealthGPT-Pro extending understanding to text, 2D images, and 3D volumes. It is the official research code release for an ICML 2025 Spotlight paper, with pretrained models on Hugging Face.

Use cases

• build a medical vision-language model
• analyze medical images with an LLM
• unified medical image understanding and generation
• run inference on 3D medical volumes
• research multimodal medical AI
• fine-tune a medical MLLM on clinical data

When to choose

• you need state-of-the-art medical multimodal understanding across text, 2D images, and 3D volumes
• you are doing research on unified medical comprehension and generation
• you want pretrained medical MLLM checkpoints to build on

When to avoid

• you need a production-ready clinical system with regulatory compliance
• you lack GPU resources for large multimodal models
• your task is general-purpose (non-medical) vision-language processing

Facets

library · maturity active

machine-learning deep-learning llm-training image-processing nlp artificial-intelligence large-language-models healthcare computer-vision deep-learning python medical-imaging multimodal-llm vision-language-model medical-ai research-code icml-2025 gpu linux

Member repositories

For agents

markdown · JSON · MCP: product_card(name="ZJU4HealthCare/HealthGPT")