Update dataset_description.json

dataset_description.json

@@ -1,80 +1,280 @@
 {
-    "@context": "https://w3id.org/croissant/context/v1",
-    "@type": "Dataset",
-    "name": "nova_brain_mri_openworld",
-    "identifier": "nova-brain-mri-openworld",
-    "description": "NOVA: A benchmark of rare and unknown brain pathologies for evaluating open-world visual recognition in clinical neuroimaging.",
-    "license": "https://creativecommons.org/licenses/by/4.0/",
-    "creator": {
-      "@type": "Organization",
-      "name": "Ano-2090"
+  "@context": {
+    "sc": "https://schema.org/",
+    "cr": "http://mlcommons.org/croissant/schema/1.0"
+  },
+  "@type": "sc:Dataset",
+  "name": "NOVA: Clinical Distribution Shift Benchmark",
+  "description": "NOVA is a benchmark dataset designed to evaluate generalization of vision-language models in clinical scenarios. It includes brain MRI images with bounding box annotations from experts, image captions, clinical metadata, and diagnostic labels.",
+  "license": "https://creativecommons.org/licenses/by/4.0/",
+  "url": "https://huggingface.co/datasets/Ano-2090/Nova",
+  "conformsTo": "http://mlcommons.org/croissant/1.0",
+  "distribution": [
+    {
+      "@type": "cr:FileObject",
+      "@id": "captions.csv",
+      "name": "captions.csv",
+      "contentUrl": "https://huggingface.co/datasets/Ano-2090/Nova/resolve/main/captions.csv",
+      "encodingFormat": "text/csv"
     },
-    "distribution": [
-      {
-        "@type": "FileObject",
-        "name": "Images",
-        "encodingFormat": "image/png",
-        "path": "Images/{filename}",
-        "url": "https://huggingface.co/datasets/Ano-2090/Nova/resolve/main/Images/{filename}"
-      },
-      {
-        "@type": "Table",
-        "name": "captions",
-        "path": "captions.csv",
-        "url": "https://huggingface.co/datasets/Ano-2090/Nova/resolve/main/captions.csv",
-        "columns": [
-          { "name": "filename" },
-          { "name": "caption" },
-          { "name": "case_id" },
-          { "name": "scan_id" }
-        ]
-      },
-      {
-        "@type": "Table",
-        "name": "bboxes_gold",
-        "path": "bboxes_gold.csv",
-        "url": "https://huggingface.co/datasets/Ano-2090/Nova/resolve/main/bboxes_gold.csv",
-        "columns": [
-          { "name": "filename" },
-          { "name": "case_id" },
-          { "name": "scan_id" },
-          { "name": "x" },
-          { "name": "y" },
-          { "name": "width" },
-          { "name": "height" }
-        ]
-      },
-      {
-        "@type": "Table",
-        "name": "bboxes_raters",
-        "path": "bboxes_raters.csv",
-        "url": "https://huggingface.co/datasets/Ano-2090/Nova/resolve/main/bboxes_raters.csv",
-        "columns": [
-          { "name": "filename" },
-          { "name": "case_id" },
-          { "name": "scan_id" },
-          { "name": "rater" },
-          { "name": "x" },
-          { "name": "y" },
-          { "name": "width" },
-          { "name": "height" }
-        ]
-      },
-      {
-        "@type": "Table",
-        "name": "case_metadata",
-        "path": "case_metadata.csv",
-        "url": "https://huggingface.co/datasets/Ano-2090/Nova/resolve/main/case_metadata.csv",
-        "columns": [
-          { "name": "case_id" },
-          { "name": "title" },
-          { "name": "publication_date" },
-          { "name": "clinical_history" },
-          { "name": "differential_diagnosis" },
-          { "name": "final_diagnosis" },
-          { "name": "link" }
-        ]
-      }
-    ]
-  }
-  
+    {
+      "@type": "cr:FileObject",
+      "@id": "case_metadata.csv",
+      "name": "case_metadata.csv",
+      "contentUrl": "https://huggingface.co/datasets/Ano-2090/Nova/resolve/main/case_metadata.csv",
+      "encodingFormat": "text/csv"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "bboxes_gold.csv",
+      "name": "bboxes_gold.csv",
+      "contentUrl": "https://huggingface.co/datasets/Ano-2090/Nova/resolve/main/bboxes_gold.csv",
+      "encodingFormat": "text/csv"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "bboxes_raters.csv",
+      "name": "bboxes_raters.csv",
+      "contentUrl": "https://huggingface.co/datasets/Ano-2090/Nova/resolve/main/bboxes_raters.csv",
+      "encodingFormat": "text/csv"
+    }
+  ],
+  "recordSet": [
+    {
+      "@type": "cr:RecordSet",
+      "name": "Captions",
+      "description": "Captions associated with medical images.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "name": "filename",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "captions.csv"
+            },
+            "extract": {
+              "column": "filename"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "name": "caption",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "captions.csv"
+            },
+            "extract": {
+              "column": "caption"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "name": "CaseMetadata",
+      "description": "Clinical metadata for each case.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "name": "case_id",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "case_metadata.csv"
+            },
+            "extract": {
+              "column": "case_id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "name": "clinical_history",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "case_metadata.csv"
+            },
+            "extract": {
+              "column": "clinical_history"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "name": "final_diagnosis",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "case_metadata.csv"
+            },
+            "extract": {
+              "column": "final_diagnosis"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "name": "GoldBoundingBoxes",
+      "description": "Gold standard bounding boxes annotated by experts.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "name": "filename",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "bboxes_gold.csv"
+            },
+            "extract": {
+              "column": "filename"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "name": "x",
+          "dataType": "sc:Number",
+          "source": {
+            "fileObject": {
+              "@id": "bboxes_gold.csv"
+            },
+            "extract": {
+              "column": "x"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "name": "y",
+          "dataType": "sc:Number",
+          "source": {
+            "fileObject": {
+              "@id": "bboxes_gold.csv"
+            },
+            "extract": {
+              "column": "y"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "name": "width",
+          "dataType": "sc:Number",
+          "source": {
+            "fileObject": {
+              "@id": "bboxes_gold.csv"
+            },
+            "extract": {
+              "column": "width"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "name": "height",
+          "dataType": "sc:Number",
+          "source": {
+            "fileObject": {
+              "@id": "bboxes_gold.csv"
+            },
+            "extract": {
+              "column": "height"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "name": "RaterBoundingBoxes",
+      "description": "Bounding boxes annotated by individual radiologists.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "name": "filename",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "bboxes_raters.csv"
+            },
+            "extract": {
+              "column": "filename"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "name": "rater",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "bboxes_raters.csv"
+            },
+            "extract": {
+              "column": "rater"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "name": "x",
+          "dataType": "sc:Number",
+          "source": {
+            "fileObject": {
+              "@id": "bboxes_raters.csv"
+            },
+            "extract": {
+              "column": "x"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "name": "y",
+          "dataType": "sc:Number",
+          "source": {
+            "fileObject": {
+              "@id": "bboxes_raters.csv"
+            },
+            "extract": {
+              "column": "y"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "name": "width",
+          "dataType": "sc:Number",
+          "source": {
+            "fileObject": {
+              "@id": "bboxes_raters.csv"
+            },
+            "extract": {
+              "column": "width"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "name": "height",
+          "dataType": "sc:Number",
+          "source": {
+            "fileObject": {
+              "@id": "bboxes_raters.csv"
+            },
+            "extract": {
+              "column": "height"
+            }
+          }
+        }
+      ]
+    }
+  ]
+}