{
  "model_type": "MultiScaleViT2D + SecondOrderClassifier",
  "architecture": {
    "encoder": "MultiScaleViT2DEncoder",
    "classifier": "SecondOrderClassifier",
    "img_size": [224, 224],
    "patch_size": [16, 16],
    "embed_dim": 384,
    "depth": 12,
    "num_heads": 6,
    "mlp_ratio": 4.0,
    "drop_path_rate": 0.0,
    "num_classes": 2,
    "dropout": 0.3,
    "use_second_order": true
  },
  "calibration": {
    "method": "platt_scaling",
    "temperature": 1.6995
  },
  "uncertainty": {
    "method": "mc_dropout",
    "default_samples": 10
  },
  "preprocessing": {
    "input_channels": 1,
    "input_size": [224, 224],
    "normalization": "z_score",
    "colormode": "grayscale"
  },
  "training": {
    "pretrain_data": ["OASIS", "IXI"],
    "finetune_data": ["OASIS"],
    "pretrain_method": "self_supervised",
    "finetune_strategy": "5_fold_cross_validation"
  },
  "framework": "pytorch",
  "author": "Akshay Biradar",
  "license": "MIT"
}