Healthcare GenAI Benchmarking Dataset: Neurology

Task: Diagnostic prediction

List of Diseases and Conditions (Total=63)

No. Disease and Condition UMLS CUI Specialty
1 Essential tremor C0270736 Neurology
2 Myasthenia gravis C0026896 Neurology
3 Tension‑type headache C0033893 Neurology
4 Cluster headache C0009088 Neurology
5 Migraine C0149931 Neurology
6 Subarachnoid hemorrhage C0038525 Neurology
7 Intracerebral hemorrhage C2937358 Neurology
8 Ischemic stroke C0948008 Neurology
9 Transient ischemic stroke C0007787 Neurology
10 Bell's palsy C0376175 Neurology
11 Epilepsy C0014544 Neurology
12 Lyme neuroborreliosis C0752235 Neurology
13 Multiple sclerosis C0026769 Neurology
14 Tourette syndrome C0040517 Neurology
15 Neuromyelitis optica spectrum disorder C0027873 Neurology
16 Narcolepsy C0027404 Neurology
17 Insomnia disorder C0917801 Neurology
18 Cerebral palsy C0007789 Neurology
19 Duchenne Muscular Dystrophy C0013264 Neurology
20 Trigeminal neuralgia C0040997 Neurology
21 Restless legs syndrome C0035258 Neurology
22 Huntington's disease C0020179 Neurology
23 Obstructive sleep apnea C0520679 Neurology
24 Guillain‐Barré syndrome C0018378 Neurology
25 Wilson disease C0019202 Neurology
26 Vascular cognitive impairment C3805043 Neurology
27 Polymyositis C0085655 Neurology
28 Dermatomyositis C0011633 Neurology
29 Fatal familial insomnia C0206042 Neurology
30 Lewy Body Dementia C0752347 Neurology
31 Multiple system atrophy C0393571 Neurology
32 Medication-overuse headache C2349423 Neurology
33 Frontotemporal dementia C0338451 Neurology
34 Autoimmune encephalitis C5671289 Neurology
35 Neurofibromatosis Type 1 C0027831 Neurology
36 Chronic inflammatory demyelinating polyradiculoneuropathy C0393819 Neurology
37 Cerebral venous thrombosis C0338573 Neurology
38 Hereditary cerebral small vessel disease C5681259 Neurology
39 Cryptococcal meningitis C0085436 Neurology
40 Moyamoya disease C0026654 Neurology
41 Hemifacial spasm C0278152 Neurology
42 CNS echinococcosis C4543810 Neurology
43 CNS Tuberculosis C0275904 Neurology
44 Neurosyphilis C0027927 Neurology
45 Neurocysticercosis C0338437 Neurology
46 Dystonia C0393593 Neurology
47 Creutzfeldt‑Jakob disease C0022336 Neurology
48 Tardive Dyskinesia C0686347 Neurology
49 Subacute combined degeneration of spinal cord C0221065 Neurology
50 Sturge-Weber Syndrome C0038505 Neurology
51 Mitochondrial Myopathies C0162670 Neurology
52 Charcot-Marie-Tooth disease C0007959 Neurology
53 Lambert-Eaton syndrome C0022972 Neurology
54 Tuberous sclerosis complex C0041341 Neurology
55 Diabetic neuropathy C0011882 Neurology
56 Alzheimer's disease C0002395 Neurology
57 Myotonic dystrophy C0027126 Neurology
58 Hydrocephalus C0020255 Neurology
59 Parkinson's disease C0030567 Neurology
60 Parkinson′s disease dementia C1828079 Neurology
61 Dementia C0497327 Neurology
62 Spinocerebellar ataxia C0087012 Neurology
63 Meniere's disease C0025281 Neurology



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