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{ |
|
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"@context": { |
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"@language": "en", |
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"@vocab": "https://schema.org/", |
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"cr": "http://mlcommons.org/croissant/", |
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"dct": "http://purl.org/dc/terms/", |
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"recordSet": "cr:recordSet", |
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"field": "cr:field", |
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"fileSet": "cr:fileSet", |
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"fileObject": "cr:fileObject", |
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"dataType": { "@id": "cr:dataType", "@type": "@vocab" }, |
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"source": "cr:source", |
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"extract": "cr:extract", |
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"subField": "cr:subField", |
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"repeated": "cr:repeated", |
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"key": "cr:key", |
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"path": "cr:path", |
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|
"column": "cr:column", |
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|
"conformsTo": "dct:conformsTo", |
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|
"citeAs": "cr:citeAs" |
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|
}, |
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|
"@type": ["Dataset"], |
|
|
"name": "NOVA", |
|
|
"description": "Annotated brain MRI cases with radiology captions, gold + multi-rater bounding boxes, and clinical metadata.", |
|
|
"url": "https://huggingface.co/datasets/c-i-ber/Nova", |
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|
"license": "https://creativecommons.org/licenses/by/4.0/", |
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|
"version": "1.0.0", |
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|
"citeAs": "Bercea C. et al., NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI, 2025.", |
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|
"conformsTo": "http://mlcommons.org/croissant/1.1", |
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|
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"distribution": [ |
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{ |
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"@type": "cr:FileObject", |
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|
"@id": "local-parquet", |
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|
"name": "NOVA Parquet", |
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|
"contentUrl": "https://huggingface.co/datasets/c-i-ber/Nova/resolve/main/data/nova-v1.parquet", |
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"encodingFormat": "application/x-parquet", |
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"sha256": "71880c12b710b8c82100da51d574f13312cc4811fb5b20073ef4f5d98d22a319" |
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} |
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], |
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"recordSet": [ |
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{ |
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|
"@type": "cr:RecordSet", |
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"@id": "records", |
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|
"name": "records", |
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|
"description": "One row per image.", |
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|
"key": { "@id": "records/filename" }, |
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"field": [ |
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{ |
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|
"@type": "cr:Field", |
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"@id": "records/image_path", |
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"dataType": "Text", |
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|
"source": { "fileSet": { "@id": "local-parquet" }, "extract": { "column": "image_path" } } |
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|
}, |
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{ |
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|
"@type": "cr:Field", |
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|
"@id": "records/filename", |
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|
"dataType": "Text", |
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|
"source": { "fileSet": { "@id": "local-parquet" }, "extract": { "column": "filename" } } |
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|
}, |
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|
{ |
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|
"@type": "cr:Field", |
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|
"@id": "records/split", |
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|
"dataType": "Text", |
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|
"source": { "fileSet": { "@id": "local-parquet" }, "extract": { "column": "split" } } |
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|
}, |
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|
{ |
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|
"@type": "cr:Field", |
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|
"@id": "records/case_id", |
|
|
"dataType": "Text", |
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|
"source": { "fileSet": { "@id": "local-parquet" }, "extract": { "column": "case_id" } } |
|
|
}, |
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|
{ |
|
|
"@type": "cr:Field", |
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|
"@id": "records/scan_id", |
|
|
"dataType": "Text", |
|
|
"source": { "fileSet": { "@id": "local-parquet" }, "extract": { "column": "scan_id" } } |
|
|
}, |
|
|
{ |
|
|
"@type": "cr:Field", |
|
|
"@id": "records/caption_text", |
|
|
"dataType": "Text", |
|
|
"description": "Radiology caption.", |
|
|
"source": { "fileSet": { "@id": "local-parquet" }, "extract": { "column": "caption_text" } } |
|
|
}, |
|
|
{ |
|
|
"@type": "cr:Field", |
|
|
"@id": "records/image", |
|
|
"dataType": "ImageObject", |
|
|
"source": { "fileSet": { "@id": "local-parquet" }, "extract": { "column": "image" } } |
|
|
}, |
|
|
{ |
|
|
"@type": "cr:Field", |
|
|
"@id": "records/bboxes", |
|
|
"dataType": "StructuredValue", |
|
|
"description": "Bounding boxes in pixel coords with source (gold/raters).", |
|
|
"repeated": true, |
|
|
"source": { "fileSet": { "@id": "local-parquet" }, "extract": { "column": "bboxes" } }, |
|
|
"subField": [ |
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|
{ "@type": "cr:Field", "@id": "records/bboxes/x", "dataType": "Float" }, |
|
|
{ "@type": "cr:Field", "@id": "records/bboxes/y", "dataType": "Float" }, |
|
|
{ "@type": "cr:Field", "@id": "records/bboxes/width", "dataType": "Float" }, |
|
|
{ "@type": "cr:Field", "@id": "records/bboxes/height", "dataType": "Float" }, |
|
|
{ "@type": "cr:Field", "@id": "records/bboxes/source", "dataType": "Text" }, |
|
|
{ "@type": "cr:Field", "@id": "records/bboxes/label", "dataType": "Text" } |
|
|
] |
|
|
}, |
|
|
{ |
|
|
"@type": "cr:Field", |
|
|
"@id": "records/meta", |
|
|
"dataType": "StructuredValue", |
|
|
"description": "Per-case metadata (Eurorad).", |
|
|
"source": { "fileSet": { "@id": "local-parquet" }, "extract": { "column": "meta" } }, |
|
|
"subField": [ |
|
|
{ "@type": "cr:Field", "@id": "records/meta/title", "dataType": "Text" }, |
|
|
{ "@type": "cr:Field", "@id": "records/meta/publication_date", "dataType": "Text" }, |
|
|
{ "@type": "cr:Field", "@id": "records/meta/clinical_history", "dataType": "Text" }, |
|
|
{ "@type": "cr:Field", "@id": "records/meta/differential_diagnosis", "dataType": "Text" }, |
|
|
{ "@type": "cr:Field", "@id": "records/meta/final_diagnosis", "dataType": "Text" }, |
|
|
{ "@type": "cr:Field", "@id": "records/meta/link", "dataType": "URL" } |
|
|
] |
|
|
} |
|
|
] |
|
|
} |
|
|
] |
|
|
} |
