---
base_model:
- wisdomik/Quilt-Llava-v1.5-7b
tags:
- medical
- report
- generation
---

# 🏥 PathGenIC: Histopathology Image Report Generation with Multimodal In-Context Learning

**PathGenIC** is a multimodal in-context learning framework designed for **automatic medical report generation from histopathology images**. It enhances traditional vision-language models by integrating:
- **Nearest Neighbor**: Dynamically retrieves similar cases for context.  
- **Guideline**: Follows structured diagnostic rules for consistency.  
- **Feedback**: Learns from mistakes to refine report generation.  

We fine-tuned Quilt-Llava-v1.5-7b on **HistGen** Dataset, and achieves **state-of-the-art** performance with PathGenIC in BLEU, METEOR, and ROUGE-L scores.  

🔗 **[GitHub Repository](https://github.com/casperliuliuliu/PathGenIC)** | 📄 **MIDL 2025 (Under Review)**

👉 Download the pretrained model and put it at the model_weight folder.