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@@ -7,6 +7,8 @@ This encoder is a pure vision backbone designed for medical imaging foundation m
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  ## Architecture Overview
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  The implementation lives in `modeling_smb_vision.py` and exposes three main classes:
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  - `SMBVisionEncoder`: Vision encoder with 3D patch embedding and stacked Transformer blocks
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  ## Training Data
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- CTs for lung and abdomen from TCIA.
 
 
 
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  ## Citation
 
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  ## Architecture Overview
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+ This encoder is initialized using `Qwen3-VL`'s vision encoder.
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  The implementation lives in `modeling_smb_vision.py` and exposes three main classes:
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  - `SMBVisionEncoder`: Vision encoder with 3D patch embedding and stacked Transformer blocks
 
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  ## Training Data
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+ CTs for lung and abdomen from TCIA.
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+ TODO: Details about CTs.
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+ TODO: Details about CXRs.
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+ TODO: Details about MRIs.
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  ## Citation