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@@ -16,7 +16,7 @@ PubMedCLIP is a fine-tuned version of [CLIP](https://huggingface.co/docs/transfo
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  ## Model Description
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  PubMedCLIP was trained on the [Radiology Objects in COntext (ROCO)](https://github.com/razorx89/roco-dataset) dataset, a large-scale multimodal medical imaging dataset.
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- The ROCO dataset includes diverse imaging modalities (such as ultrasound, X-Ray, MRI, etc.) from various human body regions (such as head, neck, spine, etc.)
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  captured from open-access [PubMed](https://pubmed.ncbi.nlm.nih.gov/) articles.<br>
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  The authors of PubMedCLIP have released three different pre-trained models at
 
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  ## Model Description
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  PubMedCLIP was trained on the [Radiology Objects in COntext (ROCO)](https://github.com/razorx89/roco-dataset) dataset, a large-scale multimodal medical imaging dataset.
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+ The ROCO dataset includes diverse imaging modalities (such as X-Ray, MRI, ultrasound, fluoroscopy, etc.) from various human body regions (such as head, spine, chest, abdomen, etc.)
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  captured from open-access [PubMed](https://pubmed.ncbi.nlm.nih.gov/) articles.<br>
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  The authors of PubMedCLIP have released three different pre-trained models at