| { |
| "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": { |
| "n": 476, |
| "mae": 1.3333916607400678, |
| "median_ae": 0.9717264131930756, |
| "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", |
| "mae": 0.26773803529597945, |
| "n": 59 |
| }, |
| { |
| "group": "2-5y", |
| "mae": 0.4952852924664815, |
| "n": 48 |
| }, |
| { |
| "group": "5-12y", |
| "mae": 1.2547516406528534, |
| "n": 126 |
| }, |
| { |
| "group": "12-18y", |
| "mae": 1.5358981688817341, |
| "n": 72 |
| }, |
| { |
| "group": "18-25y", |
| "mae": 1.6586651829948202, |
| "n": 171 |
| } |
| ], |
| "per_site": [ |
| { |
| "group": "DataSet-10_ABIDE-I", |
| "mae": 1.8578433010676136, |
| "n": 73 |
| }, |
| { |
| "group": "DataSet-11_ABIDE-II", |
| "mae": 1.5739654435051813, |
| "n": 72 |
| }, |
| { |
| "group": "DataSet-12_ADHD-200", |
| "mae": 1.0856250081743513, |
| "n": 35 |
| }, |
| { |
| "group": "DataSet-1_BCP", |
| "mae": 0.34700126316220986, |
| "n": 84 |
| }, |
| { |
| "group": "DataSet-2_Calgary", |
| "mae": 0.7198311686515808, |
| "n": 32 |
| }, |
| { |
| "group": "DataSet-3_ds002726", |
| "mae": 1.517578125, |
| "n": 4 |
| }, |
| { |
| "group": "DataSet-5_PTBP", |
| "mae": 1.38515625, |
| "n": 30 |
| }, |
| { |
| "group": "DataSet-6_IXI", |
| "mae": 1.503888765970866, |
| "n": 6 |
| }, |
| { |
| "group": "DataSet-7_MPI-Leipzig", |
| "mae": 1.8525390625, |
| "n": 16 |
| }, |
| { |
| "group": "DataSet-8_AOMIC-ID1000", |
| "mae": 1.3424899193548387, |
| "n": 124 |
| } |
| ], |
| "per_sex": [ |
| { |
| "group": "F", |
| "mae": 1.357343925671144, |
| "n": 88 |
| }, |
| { |
| "group": "M", |
| "mae": 1.53836321153424, |
| "n": 176 |
| }, |
| { |
| "group": "female", |
| "mae": 1.4214015151515151, |
| "n": 66 |
| }, |
| { |
| "group": "male", |
| "mae": 1.2526939655172413, |
| "n": 58 |
| } |
| ] |
| } |