Update README.md

README.md

@@ -8,6 +8,8 @@ tags:
 - spatial-domains
 ---
 
+## Description
+
 Full [`novae`](https://github.com/MICS-Lab/novae) dataset, including:
 1. All the spatial transcriptomics samples used to train Novae
 2. Protein samples used in the article
@@ -19,4 +21,13 @@ You can download this dataset from the API, see [`novae.load_dataset`](https://m
 See [here](https://huggingface.co/collections/MICS-Lab/novae-669cdf1754729d168a69f6bd) the list of available models trained on this dataset.
 
 > [!NOTE]
-> Note that Novae was trained on the **image-based** spatial transcriptomics samples. This means that it was **not** trained on the Visium/VisiumHD samples and the spatial proteomics samples.
+> Note that Novae was trained on the **image-based** spatial transcriptomics samples. This means that it was **not** trained on the Visium/VisiumHD samples and the spatial proteomics samples.
+
+## Cite us
+
+Our article is published in [Nature Methods](https://www.nature.com/articles/s41592-025-02899-6). You can cite Novae as below:
+
+```txt
+Blampey, Q., Benkirane, H., Bercovici, N. et al. Novae: a graph-based foundation model for spatial transcriptomics data.
+Nat Methods (2025). https://doi.org/10.1038/s41592-025-02899-6
+```