LG-PM thyroid ultrasound — archived artifacts
Checkpoints and feature banks for "Lesion-grounded prototype meta-learning for few-shot
thyroid ultrasound" (JIMH, under revision). Code, smaller artifacts and SHA-256 checksums:
https://github.com/nihal4/lgpm-revision (see artifacts/large_files.json).
| File | Contents |
|---|---|
| best_resnet34_seed42.pt | Phase-1 ResNet34-UNet (frozen encoder for all later phases) |
| best_unet_resnet18_tn3k.pt | Phase-1 ResNet18-UNet (efficiency reference) |
| erm_resnet34_tn5000.pt | Whole-image ERM classifier (TN5000) |
| joint_g_trunk.pt / joint_img_trunk.pt | Phase-4 joint models (protocol v2) |
| features_train.npz | TN5000-train descriptor bank |
| phase5_bank_thyus2path.npz | ThyUS2Path descriptor bank |
| phase6_montage_store.pkl | Data behind the explanation montage figure |
Research use only. Not a medical device; not validated for clinical decisions.
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