Datasets:

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