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BrainAge-MultiModel

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BrainAge-MultiModel
File size: 2,950 Bytes
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{
  "backbone": "sfcn",
  "age_range": "all",
  "raw": {
    "n": 673,
    "mae": 3.6478110777565664,
    "median_ae": 1.734375,
    "rmse": 5.94759342225206,
    "bias_me": 0.23774024218675108,
    "std_err": 5.942839985533934,
    "p90_ae": 10.433534240722658,
    "max_ae": 32.9921875,
    "r2": 0.9039437646178405,
    "pearson_r": 0.9561037140778909,
    "spearman_rho": 0.9521838528048818
  },
  "bias_corrected": {
    "n": 673,
    "mae": 3.7969441559872648,
    "median_ae": 1.9126297240335965,
    "rmse": 6.195652261203732,
    "bias_me": 0.362840153103989,
    "std_err": 6.18501850967759,
    "p90_ae": 10.656934310429444,
    "max_ae": 33.13806488655732,
    "r2": 0.8957641563481514,
    "pearson_r": 0.956103714077891,
    "spearman_rho": 0.9521838528048818
  },
  "age_bias_slope_raw": 0.009921726921238608,
  "age_bias_slope_corrected": 0.042454179653047826,
  "correction": {
    "a": 0.9687924386828812,
    "b": 0.6096821379011258
  },
  "per_age_bin": [
    {
      "group": "0-2y",
      "mae": 0.43819034794124506,
      "n": 59
    },
    {
      "group": "2-5y",
      "mae": 0.7630031605561575,
      "n": 48
    },
    {
      "group": "5-12y",
      "mae": 1.85860614549546,
      "n": 126
    },
    {
      "group": "12-18y",
      "mae": 2.001124633683099,
      "n": 72
    },
    {
      "group": "18-25y",
      "mae": 2.990614450465866,
      "n": 171
    },
    {
      "group": "25-50y",
      "mae": 6.915956779762551,
      "n": 108
    },
    {
      "group": "50-80y",
      "mae": 8.493435077452927,
      "n": 89
    }
  ],
  "per_site": [
    {
      "group": "DataSet-10_ABIDE-I",
      "mae": 4.2006064527175,
      "n": 85
    },
    {
      "group": "DataSet-11_ABIDE-II",
      "mae": 3.8308752789909457,
      "n": 81
    },
    {
      "group": "DataSet-12_ADHD-200",
      "mae": 1.5037768363952637,
      "n": 35
    },
    {
      "group": "DataSet-1_BCP",
      "mae": 0.5361177870737655,
      "n": 84
    },
    {
      "group": "DataSet-2_Calgary",
      "mae": 1.0754179805517197,
      "n": 32
    },
    {
      "group": "DataSet-3_ds002726",
      "mae": 1.623046875,
      "n": 4
    },
    {
      "group": "DataSet-5_PTBP",
      "mae": 1.65625,
      "n": 30
    },
    {
      "group": "DataSet-6_IXI",
      "mae": 7.775605341283287,
      "n": 82
    },
    {
      "group": "DataSet-7_MPI-Leipzig",
      "mae": 5.3408203125,
      "n": 48
    },
    {
      "group": "DataSet-8_AOMIC-ID1000",
      "mae": 1.540713028169014,
      "n": 142
    },
    {
      "group": "DataSet-9_NKI-Rockland",
      "mae": 9.7325,
      "n": 50
    }
  ],
  "per_sex": [
    {
      "group": "F",
      "mae": 5.05099849314303,
      "n": 185
    },
    {
      "group": "M",
      "mae": 4.84587132745935,
      "n": 258
    },
    {
      "group": "female",
      "mae": 1.517227564102564,
      "n": 78
    },
    {
      "group": "male",
      "mae": 1.5693359375,
      "n": 64
    }
  ]
}