Datasets:
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README.md
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@@ -69,6 +69,11 @@ The dataset was created by downloading the full PMC Open Access Subset via FTP,
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4. Duplicate removal: removed 2,056 duplicates
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5. Caption filtering: removed 1,528 images with non-English captions and very short captions without relevant information
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## Dataset Labels and Concepts
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The dataset labels and concepts were generated using the Medical Concept Annotation Toolkit v1.10.0 (MedCAT) and manually curated concepts for modality (all images), body region (X-ray only), and directionality (X-ray only).
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4. Duplicate removal: removed 2,056 duplicates
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5. Caption filtering: removed 1,528 images with non-English captions and very short captions without relevant information
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## Transformers Dataset generation
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The dataset hosted in Hugging Face hub was generated with this [notebook](https://colab.research.google.com/#fileId=https://huggingface.co/datasets/eltorio/ROCOv2-radiology/blob/main/generate.ipynb)
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All the source images and code can be found on our [GitHub repo](https://github.com/sctg-development/ROCOv2-radiology)
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## Dataset Labels and Concepts
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The dataset labels and concepts were generated using the Medical Concept Annotation Toolkit v1.10.0 (MedCAT) and manually curated concepts for modality (all images), body region (X-ray only), and directionality (X-ray only).
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