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datasets: |
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- ebrains |
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task_col: diagnosis |
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extra_cols: [] |
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task_type: classification |
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metrics: |
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- bacc |
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label_dict: |
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0: "Glioblastoma, IDH-wildtype" |
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1: "Gliosarcoma" |
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2: "Transitional meningioma" |
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3: "Anaplastic meningioma" |
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4: "Pituitary adenoma" |
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5: "Oligodendroglioma, IDH-mutant and 1p/19q codeleted" |
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6: "Haemangioma" |
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7: "Ganglioglioma" |
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8: "Pilocytic astrocytoma" |
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9: "Schwannoma" |
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10: "Anaplastic oligodendroglioma, IDH-mutant and 1p/19q codeleted" |
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11: "Fibrous meningioma" |
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12: "Anaplastic astrocytoma, IDH-wildtype" |
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13: "Angiomatous meningioma" |
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14: "Haemangioblastoma" |
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15: "Adamantinomatous craniopharyngioma" |
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16: "Anaplastic astrocytoma, IDH-mutant" |
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17: "Glioblastoma, IDH-mutant" |
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18: "Diffuse astrocytoma, IDH-mutant" |
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19: "Ependymoma" |
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20: "Anaplastic ependymoma" |
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21: "Atypical meningioma" |
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22: "Metastatic tumours" |
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23: "Meningothelial meningioma" |
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24: "Langerhans cell histiocytosis" |
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25: "Diffuse large B-cell lymphoma of the CNS" |
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26: "Secretory meningioma" |
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27: "Haemangiopericytoma" |
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28: "Lipoma" |
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29: "Medulloblastoma, non-WNT/non-SHH" |
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sample_col: slide_id |
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num_samples: 2319 |
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