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README.md
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- **per-organ embeddings** — 102 named organ slots produced by organ-query
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cross-attention pooling, trained to align with per-organ report text.
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> ⚠️ Research preview. Not a medical device; not for clinical use.
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## Installation
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```bash
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## Intended use & limitations
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Jolia is a **feature extractor** for downstream radiology tasks (classification,
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retrieval, per-organ analysis) via linear probing or fine-tuning. It is trained
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on adult chest/abdominal CT and will not generalize to other modalities or
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- **per-organ embeddings** — 102 named organ slots produced by organ-query
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cross-attention pooling, trained to align with per-organ report text.
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## Installation
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```bash
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## Intended use & limitations
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+
> ⚠️ Research preview. Not a medical device; not for clinical use.
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+
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Jolia is a **feature extractor** for downstream radiology tasks (classification,
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| 111 |
retrieval, per-organ analysis) via linear probing or fine-tuning. It is trained
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| 112 |
on adult chest/abdominal CT and will not generalize to other modalities or
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