3D medical images

Semantic Image Segmentation with Conditional Random Fields

3D medical images

Postby Axel971 » Tue Dec 08, 2020, 17:18

Hello everyone,

I a new user of DGM and I would like to know if it possible to apply the dense CRF implementation of DGM on 3D medical imgages as CT-scan, MRI, etc. More precisely I would like to know if a 3D version of the dense CRF has been implemented on DGM.

Thank you advance.

Best regards

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Re: 3D medical images

Postby Creator » Mon Dec 14, 2020, 23:12

Dear Axel,

to my best knowledge 3D dense graphical models were not implemented so far based on DGM library. Building a pairwise 3D graphical model is straightforward with DGM, but a dense 3D model may require a modification of the inference algorithm.

Best regards,

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