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MedVis: Medical Vision Data Hub
📑 Paper | 🌐 Project Page | 💾 Released Resources | 📦 Repo
We release the processed chest X-ray dataset for our MedVis framework, adopted from the NIH ChestX-ray14 dataset curated by the National Institutes of Health Clinical Center.
The data format for each line in the chest_xray_processed.jsonl is as follows:
{
"image_id": <unique identifier for the X-ray image>,
"findings": <radiologist-annotated findings>,
"pathologies": [<list of detected pathologies>],
"patient_age": <patient age group>,
"view_position": <AP or PA view>,
"bbox_annotations": [
{
"pathology": <pathology name>,
"coordinates": [x, y, width, height]
},
...
],
"source": <original dataset source>,
"split": <train/val/test split assignment>
}
Some pathology annotations may be missing for certain images. These cases are marked with empty bbox_annotations arrays.
*Note: Due to privacy considerations, we have anonymized all patient identifiers and removed any protected health information (PHI) from the original dataset.
License
The license for this dataset is CC0.
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