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@@ -21,7 +21,7 @@ MOJO (MultiOmics JOint representation learning) is a model that learns joint rep
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  - [**Repository**](https://github.com/instadeepai/multiomics-open-research)
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  - **Paper:** [Bimodal masked language modeling for bulk RNA-seq and DNA methylation
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- representation learning]()
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  ### How to use
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@@ -78,5 +78,14 @@ omic_mean_embeddings = model(omic_ids)["after_transformer_embedding"].mean(axis=
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  ### Citing our work
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  ```
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-
 
 
 
 
 
 
 
 
 
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  ```
 
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  - [**Repository**](https://github.com/instadeepai/multiomics-open-research)
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  - **Paper:** [Bimodal masked language modeling for bulk RNA-seq and DNA methylation
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+ representation learning](https://www.biorxiv.org/content/10.1101/2025.06.25.661237v1)
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  ### How to use
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  ### Citing our work
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  ```
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+ @article {G{\'e}lard2025.06.25.661237,
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+ author = {G{\'e}lard, Maxence and Benkirane, Hakim and Pierrot, Thomas and Richard, Guillaume and Courn{\`e}de, Paul-Henry},
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+ title = {Bimodal masked language modeling for bulk RNA-seq and DNA methylation representation learning},
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+ elocation-id = {2025.06.25.661237},
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+ year = {2025},
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+ doi = {10.1101/2025.06.25.661237},
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+ publisher = {Cold Spring Harbor Laboratory},
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+ URL = {https://www.biorxiv.org/content/early/2025/06/27/2025.06.25.661237},
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+ journal = {bioRxiv}
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+ }
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  ```