cosie-foundation / README.md
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---
language:
- en
library_name: pytorch
tags:
- spatial-multimodal
- spatial-transcriptomics
- spatial-proteomics
- histopathology
- foundation-model
---
<p align="center">
<img src="./COSIE_Foundation_logo.png" width="500">
</p>
[![python >3.9.19](https://img.shields.io/badge/python-3.9.19-blue)](https://www.python.org/)
**COSIE-Foundation** is a unified framework for large-scale spatial multimodal integration, virtual pathology annotation, and virtual gene&protein prediction, all at cellular resolution.
<p align="center">
<img src="./COSIE_Foundation_framework.png" width="100%">
</p>
# Usage
Please check the instruction of COSIE-Foundation at [Github Repo](https://github.com/weilicode/cosie-foundation)
# Questions
If you have any questions about COSIE-Foundation, feel free to open an [issue](https://github.com/weilicode/cosie-foundation/issues) or contact us via email(Wei.Li@PennMedicine.upenn.edu).