| { | |
| "model_name": "hades-hellix-tb-linear-probe-v4", | |
| "model_type": "linear_probe", | |
| "architecture": "MLP", | |
| "input_dim": 1152, | |
| "hidden_dim": 512, | |
| "output_dim": 1, | |
| "dropout": 0.3, | |
| "activation": "ReLU", | |
| "base_model": "google/medsiglip-448", | |
| "task": "tuberculosis_screening", | |
| "num_classes": 2, | |
| "class_names": ["Normal", "TB"], | |
| "training_dataset": "ICMR + TBX11K + Kaggle TB + NIH Montgomery", | |
| "calibration": "Platt Scaling", | |
| "threshold_normal": 0.15, | |
| "threshold_high": 0.45, | |
| "image_size": [448, 448], | |
| "preprocessing": { | |
| "clahe": { | |
| "clip_limit": 2.0, | |
| "tile_grid_size": [8, 8] | |
| }, | |
| "normalization": "z-score" | |
| }, | |
| "performance": { | |
| "validation_auc": "~0.98", | |
| "test_sensitivity": "~0.95", | |
| "test_specificity": "~0.90" | |
| }, | |
| "license": "MIT", | |
| "version": "4.0.0", | |
| "date": "2026-02" | |
| } | |