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@@ -18,7 +18,7 @@ The model was trained and evaluated on a dataset of 19,636 melanocytic lesion ca
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  The supporting code is available from the corresponding GitHub repository.
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  We refer to the paper for more information regarding the dataset, training, evaluation, and limitations.
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- - **Paper: *["On the Importance of Text Preprocessing for Multimodal Representation Learning and Pathology Report Generation"](https://arxiv.org/abs/2502.19285)***
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  - **Repository:** [GitHub](https://github.com/nuldertien/PathBLIP-2)
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  - **Framework:** [BLIP-2](https://github.com/salesforce/LAVIS/tree/main/projects/blip2)
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  - **Base language model:** [BioGPT](https://huggingface.co/microsoft/biogpt)
 
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  The supporting code is available from the corresponding GitHub repository.
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  We refer to the paper for more information regarding the dataset, training, evaluation, and limitations.
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+ - **Paper: *["On the Importance of Text Preprocessing for Multimodal Representation Learning and Pathology Report Generation"](https://openreview.net/forum?id=5fQchwJgQr&referrer=%5Bthe%20profile%20of%20Ruben%20Lucassen%5D(%2Fprofile%3Fid%3D~Ruben_Lucassen1))***
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  - **Repository:** [GitHub](https://github.com/nuldertien/PathBLIP-2)
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  - **Framework:** [BLIP-2](https://github.com/salesforce/LAVIS/tree/main/projects/blip2)
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  - **Base language model:** [BioGPT](https://huggingface.co/microsoft/biogpt)