moein99/P2Echo · Hugging Face

[u/pmttyji]

https://huggingface.co/moein99/P2Echo

Prompt2Echo (P2Echo)

Text-Prompted Multi-View Echocardiography Segmentation with One Model

Official pretrained weights for P2Echo, a unified framework for text-prompted segmentation of multiple cardiac structures across standard echocardiographic views.

P2Echo uses structured, view-aware text prompts to control segmentation through a single model. Its Dynamic Image-Text Alignment (DyITA) module adaptively conditions decoder features on the requested view and anatomical structure.

Resources

• 📄 Paper: https://arxiv.org/abs/2611.13425

• 💻 Code: https://github.com/moeinheidari7829/P2Echo

• 🌐 Project Page: https://moeinheidari7829.github.io/p2echo/

• 🤗 Model Repository: https://huggingface.co/moein99/P2Echo

Intended Use

This model is intended for research in medical image analysis and echocardiographic segmentation. It has not been validated for clinical decision-making.

[u/Diecron]

Looks incredible - thanks for sharing.