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BrainAge-MultiModel

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sfcn eval_test

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  1. sfcn/eval_test.json +152 -0
sfcn/eval_test.json ADDED
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+ {
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+ "backbone": "sfcn",
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+ "age_range": "all",
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+ "raw": {
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+ "n": 673,
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+ "mae": 3.6478110777565664,
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+ "median_ae": 1.734375,
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+ "rmse": 5.94759342225206,
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+ "bias_me": 0.23774024218675108,
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+ "std_err": 5.942839985533934,
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+ "p90_ae": 10.433534240722658,
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+ "max_ae": 32.9921875,
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+ "r2": 0.9039437646178405,
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+ "pearson_r": 0.9561037140778909,
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+ "spearman_rho": 0.9521838528048818
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+ },
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+ "bias_corrected": {
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+ "n": 673,
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+ "mae": 3.7969441559872648,
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+ "median_ae": 1.9126297240335965,
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+ "rmse": 6.195652261203732,
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+ "bias_me": 0.362840153103989,
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+ "std_err": 6.18501850967759,
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+ "p90_ae": 10.656934310429444,
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+ "max_ae": 33.13806488655732,
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+ "r2": 0.8957641563481514,
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+ "pearson_r": 0.956103714077891,
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+ "spearman_rho": 0.9521838528048818
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+ },
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+ "age_bias_slope_raw": 0.009921726921238608,
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+ "age_bias_slope_corrected": 0.042454179653047826,
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+ "correction": {
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+ "a": 0.9687924386828812,
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+ "b": 0.6096821379011258
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+ },
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+ "per_age_bin": [
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+ {
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+ "group": "0-2y",
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+ "mae": 0.43819034794124506,
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+ "n": 59
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+ },
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+ {
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+ "group": "2-5y",
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+ "mae": 0.7630031605561575,
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+ "n": 48
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+ },
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+ {
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+ "group": "5-12y",
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+ "mae": 1.85860614549546,
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+ "n": 126
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+ },
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+ {
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+ "group": "12-18y",
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+ "mae": 2.001124633683099,
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+ "n": 72
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+ },
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+ {
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+ "group": "18-25y",
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+ "mae": 2.990614450465866,
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+ "n": 171
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+ },
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+ {
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+ "group": "25-50y",
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+ "mae": 6.915956779762551,
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+ "n": 108
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+ },
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+ {
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+ "group": "50-80y",
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+ "mae": 8.493435077452927,
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+ "n": 89
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+ }
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+ ],
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+ "per_site": [
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+ {
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+ "group": "DataSet-10_ABIDE-I",
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+ "mae": 4.2006064527175,
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+ "n": 85
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+ },
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+ {
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+ "group": "DataSet-11_ABIDE-II",
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+ "mae": 3.8308752789909457,
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+ "n": 81
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+ },
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+ {
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+ "group": "DataSet-12_ADHD-200",
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+ "mae": 1.5037768363952637,
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+ "n": 35
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+ },
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+ {
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+ "group": "DataSet-1_BCP",
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+ "mae": 0.5361177870737655,
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+ "n": 84
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+ },
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+ {
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+ "group": "DataSet-2_Calgary",
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+ "mae": 1.0754179805517197,
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+ "n": 32
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+ },
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+ {
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+ "group": "DataSet-3_ds002726",
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+ "mae": 1.623046875,
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+ "n": 4
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+ },
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+ {
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+ "group": "DataSet-5_PTBP",
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+ "mae": 1.65625,
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+ "n": 30
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+ },
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+ {
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+ "group": "DataSet-6_IXI",
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+ "mae": 7.775605341283287,
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+ "n": 82
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+ },
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+ {
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+ "group": "DataSet-7_MPI-Leipzig",
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+ "mae": 5.3408203125,
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+ "n": 48
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+ },
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+ {
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+ "group": "DataSet-8_AOMIC-ID1000",
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+ "mae": 1.540713028169014,
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+ "n": 142
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+ },
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+ {
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+ "group": "DataSet-9_NKI-Rockland",
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+ "mae": 9.7325,
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+ "n": 50
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+ }
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+ ],
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+ "per_sex": [
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+ {
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+ "group": "F",
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+ "mae": 5.05099849314303,
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+ "n": 185
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+ },
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+ {
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+ "group": "M",
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+ "mae": 4.84587132745935,
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+ "n": 258
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+ },
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+ {
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+ "group": "female",
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+ "mae": 1.517227564102564,
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+ "n": 78
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+ },
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+ {
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+ "group": "male",
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+ "mae": 1.5693359375,
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+ "n": 64
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+ }
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+ ]
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+ }