BrainAge-MultiModel / resnet50 /eval_pediatric.json
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resnet50 eval_pediatric
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{
"backbone": "resnet50",
"age_range": [
0,
25
],
"raw": {
"n": 476,
"mae": 1.2434566371737659,
"median_ae": 0.8847657442092896,
"rmse": 1.7372982937452117,
"bias_me": -0.1289852781362143,
"std_err": 1.7325034370742667,
"p90_ae": 2.7421875,
"max_ae": 7.265625,
"r2": 0.9531394426519747,
"pearson_r": 0.9764209209711778,
"spearman_rho": 0.9541061310323532
},
"bias_corrected": {
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"rmse": 1.8020097811637068,
"bias_me": 0.04101333498421729,
"std_err": 1.8015429935927545,
"p90_ae": 3.212050617204177,
"max_ae": 6.860842018651358,
"r2": 0.9495834699961118,
"pearson_r": 0.976420920971178,
"spearman_rho": 0.9541061310323532
},
"age_bias_slope_raw": -0.04684844182197953,
"age_bias_slope_corrected": 0.01349514467149015,
"correction": {
"a": 0.9404599155598036,
"b": 0.6156839320947234
},
"per_age_bin": [
{
"group": "0-2y",
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},
{
"group": "2-5y",
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},
{
"group": "5-12y",
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},
{
"group": "12-18y",
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},
{
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}
],
"per_site": [
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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},
{
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}
],
"per_sex": [
{
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},
{
"group": "M",
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},
{
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},
{
"group": "male",
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}
]
}