{
  "title": "EEG Classification \u2014 Best Model Performance",
  "subtitle": "v5 data, bootstrap SE (2000 resamples)",
  "fda_threshold": 0.85,
  "indication_colors": {
    "Neurodegeneration": "#5B86E5",
    "Differential Dx": "#36CFC9",
    "Trauma": "#FF7043",
    "Psychiatric": "#AB47BC"
  },
  "regression_color": "#F39C12",
  "classification": [
    {
      "name": "Vascular Dementia",
      "tasks": [
        "vascular_dementia_caueeg"
      ],
      "indication": "Neurodegeneration",
      "auc": 0.97,
      "se": 0.0325,
      "n_patients": 20
    },
    {
      "name": "Alzheimer (vs healthy)",
      "tasks": [
        "alzheimer_adeeg",
        "alzheimer_caueeg",
        "alzheimer_ds004504",
        "ad_vs_healthy_ds004504_resplit"
      ],
      "indication": "Neurodegeneration",
      "auc": 0.907,
      "se": 0.0347,
      "n_patients": 84
    },
    {
      "name": "MCI vs Parkinson",
      "tasks": [
        "mci_vs_parkinson_caueeg"
      ],
      "indication": "Differential Dx",
      "auc": 0.906,
      "se": 0.0789,
      "n_patients": 16
    },
    {
      "name": "AD vs FTD",
      "tasks": [
        "ad_vs_ftd_ds004504",
        "ad_vs_ftd_resplit"
      ],
      "indication": "Differential Dx",
      "auc": 0.865,
      "se": 0.0604,
      "n_patients": 40
    },
    {
      "name": "Depression",
      "tasks": [
        "mdd_vs_healthy",
        "depression_downstream/depression_high_vs_low"
      ],
      "indication": "Psychiatric",
      "auc": 0.855,
      "se": 0.0369,
      "n_patients": 120
    },
    {
      "name": "Parkinson",
      "tasks": [
        "parkinson_caueeg",
        "parkinson_ucsd"
      ],
      "indication": "Neurodegeneration",
      "auc": 0.834,
      "se": 0.0705,
      "n_patients": 34
    },
    {
      "name": "AD vs Parkinson",
      "tasks": [
        "ad_vs_parkinson_caueeg"
      ],
      "indication": "Differential Dx",
      "auc": 0.797,
      "se": 0.1156,
      "n_patients": 16
    },
    {
      "name": "FTD (vs healthy)",
      "tasks": [
        "ftd_ds004504",
        "ftd_vs_healthy_ds004504_resplit"
      ],
      "indication": "Neurodegeneration",
      "auc": 0.79,
      "se": 0.0872,
      "n_patients": 34
    },
    {
      "name": "Dementia vs MCI",
      "tasks": [
        "dementia_vs_mci_caueeg"
      ],
      "indication": "Differential Dx",
      "auc": 0.78,
      "se": 0.123,
      "n_patients": 20
    },
    {
      "name": "AD vs MCI",
      "tasks": [
        "ad_vs_mci_caueeg"
      ],
      "indication": "Differential Dx",
      "auc": 0.76,
      "se": 0.11,
      "n_patients": 20
    },
    {
      "name": "AD vs Vasc. Dem.",
      "tasks": [
        "ad_vs_vad_caueeg"
      ],
      "indication": "Differential Dx",
      "auc": 0.735,
      "se": 0.1382,
      "n_patients": 14
    },
    {
      "name": "MCI (vs healthy)",
      "tasks": [
        "mci_caueeg"
      ],
      "indication": "Neurodegeneration",
      "auc": 0.731,
      "se": 0.0801,
      "n_patients": 40
    },
    {
      "name": "ADHD",
      "tasks": [
        "adhd_vs_healthy"
      ],
      "indication": "Psychiatric",
      "auc": 0.701,
      "se": 0.1221,
      "n_patients": 60
    },
    {
      "name": "TBI",
      "tasks": [
        "tbi",
        "tbi_resplit"
      ],
      "indication": "Trauma",
      "auc": 0.664,
      "se": 0.0633,
      "n_patients": 76
    }
  ],
  "regression": [
    {
      "name": "MMSE",
      "tasks": [
        "mmse"
      ],
      "pearson_r": 0.438,
      "se": 0.1843,
      "n_patients": 27
    },
    {
      "name": "Age",
      "tasks": [
        "age",
        "dortmund_downstream/age_regression",
        "srm_downstream/age_regression"
      ],
      "pearson_r": 0.603,
      "se": 0.0273,
      "n_patients": 577
    },
    {
      "name": "RAVLT",
      "tasks": [
        "srm_downstream/ravlt_total"
      ],
      "pearson_r": 0.474,
      "se": 0.1201,
      "n_patients": 30
    }
  ]
}