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BrainAge-MultiModel

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BrainAge-MultiModel
File size: 2,735 Bytes
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{
  "backbone": "sfcn",
  "age_range": [
    0,
    25
  ],
  "raw": {
    "n": 476,
    "mae": 1.356584933234238,
    "median_ae": 1.006076455116272,
    "rmse": 1.876716589610047,
    "bias_me": 0.1365744352434613,
    "std_err": 1.8717405219088186,
    "p90_ae": 2.96484375,
    "max_ae": 7.4375,
    "r2": 0.9453165319978712,
    "pearson_r": 0.9735658120237055,
    "spearman_rho": 0.9417482663373195
  },
  "bias_corrected": {
    "n": 476,
    "mae": 1.3574197547196925,
    "median_ae": 1.0345774227350375,
    "rmse": 1.8776604922742532,
    "bias_me": 0.004286015357946206,
    "std_err": 1.8776556005614933,
    "p90_ae": 2.967067221573477,
    "max_ae": 7.558510462842502,
    "r2": 0.9452615115950752,
    "pearson_r": 0.9735658120237048,
    "spearman_rho": 0.9417482663373195
  },
  "age_bias_slope_raw": -0.0062542491720288754,
  "age_bias_slope_corrected": -0.0028280347618585915,
  "correction": {
    "a": 0.9965640686565511,
    "b": 0.17750229207621
  },
  "per_age_bin": [
    {
      "group": "0-2y",
      "mae": 0.25506687656802646,
      "n": 59
    },
    {
      "group": "2-5y",
      "mae": 0.6349445780118307,
      "n": 48
    },
    {
      "group": "5-12y",
      "mae": 1.3774066236284044,
      "n": 126
    },
    {
      "group": "12-18y",
      "mae": 1.6385595401128132,
      "n": 72
    },
    {
      "group": "18-25y",
      "mae": 1.8051381362111945,
      "n": 171
    }
  ],
  "per_site": [
    {
      "group": "DataSet-10_ABIDE-I",
      "mae": 2.246188366249816,
      "n": 73
    },
    {
      "group": "DataSet-11_ABIDE-II",
      "mae": 1.8590219020843506,
      "n": 72
    },
    {
      "group": "DataSet-12_ADHD-200",
      "mae": 1.0604643276759556,
      "n": 35
    },
    {
      "group": "DataSet-1_BCP",
      "mae": 0.379969464082803,
      "n": 84
    },
    {
      "group": "DataSet-2_Calgary",
      "mae": 0.8514595776796341,
      "n": 32
    },
    {
      "group": "DataSet-3_ds002726",
      "mae": 1.44921875,
      "n": 4
    },
    {
      "group": "DataSet-5_PTBP",
      "mae": 1.3020833333333333,
      "n": 30
    },
    {
      "group": "DataSet-6_IXI",
      "mae": 1.402326265970866,
      "n": 6
    },
    {
      "group": "DataSet-7_MPI-Leipzig",
      "mae": 1.5166015625,
      "n": 16
    },
    {
      "group": "DataSet-8_AOMIC-ID1000",
      "mae": 1.4039818548387097,
      "n": 124
    }
  ],
  "per_sex": [
    {
      "group": "F",
      "mae": 1.4566011672670192,
      "n": 88
    },
    {
      "group": "M",
      "mae": 1.737190144983205,
      "n": 176
    },
    {
      "group": "female",
      "mae": 1.3648200757575757,
      "n": 66
    },
    {
      "group": "male",
      "mae": 1.4485452586206897,
      "n": 58
    }
  ]
}