complete artifacts 2026-07-17 10:13
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- README.md +18 -0
- embeddings/emb.npy +3 -0
- embeddings/emb_ids.json +3 -0
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# Video files - compressed
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# Video files - compressed
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README.md
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---
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license: cc0-1.0
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tags: [medical-imaging, ct, intracranial-hemorrhage, rsna, conformal-prediction]
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---
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# ICH Phase-2 — trained models & artifacts
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RSNA-2019 winner-style cascade (2D CNN -> per-slice embeddings -> BiGRU) with three novelties
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(conformal risk control, cross-slice CAM-consistency, long-tail loss). Uploaded 2026-07-17.
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## Contents
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- `checkpoints/` — CNN + BiGRU heads (`cnn_best.pt`, `seq_winner_best.pt`, `seq_gate_best.pt`, `seq_sub_best.pt`)
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- `scores/` — val/test score arrays (`*.npz`) consumed by Step 3 (conformal + manuscript)
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- `embeddings/` — per-slice CNN embeddings (`emb.npy`, `emb_ids.json`) for regenerating sequence models
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- `run_config.json`, `class_stats.json` — full config + data statistics
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## Test-set results (macro-AUC)
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- BiGRU winner reproduction: 0.933 | our cascade: 0.932 | 2D-CNN baseline: 0.856
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- Epidural (rare class) AUC: 0.924
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embeddings/emb.npy
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version https://git-lfs.github.com/spec/v1
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oid sha256:85237ea03e485bba19beaf011e46046b90b0c91b43d0e750de698ba3f3a88070
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size 1927173248
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embeddings/emb_ids.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:6befc5f7dcc5bb51760560b6a12a23715eebe4591f456646b202e77d9bb7c9cb
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size 12044832
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