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This is a classification model for pulmonary embolism classification from CTPA scans.
The input to the classification model are CTPA scan latents of size 32 x 32 x 64.
In order to use this model the CTPAs need to be downscaled from size 256 x 256 x 64 in a 2D slice-by-slice manner using a VAE.
This classification model is used to aid a diffusion model that generated 3D CTPA scans from a single 2D chest X-ray.

This model is used in this git repository: https://github.com/NoaCahan/X-ray2CTPA

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- license: mit
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+ license: mit
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+ tags:
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+ - medical-imaging
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+ - diffusion
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+ - CXR
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+ - CTPA
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+ - pulmonary-embolism
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+ ---