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@@ -12,8 +12,8 @@ M3D-CLIP is a 3D medical CLIP model, which aligns vision and language through co
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  The vision encoder uses 3D ViT with 32*256*256 image size and 4*16*16 patch size.
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  The text encoder utilizes a pre-trained BERT as initialization.
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- ![M3D_CLIP_table]([./M3D_CLIP_table.png]#pic_center)
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- ![itr_result]([./itr_result.png]#pic_center)
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  # Quickstart
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  The vision encoder uses 3D ViT with 32*256*256 image size and 4*16*16 patch size.
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  The text encoder utilizes a pre-trained BERT as initialization.
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+ ![comparison](M3D_CLIP_table.png)
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+ ![comparison](itr_result.png)
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  # Quickstart
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