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Which model in ModelSet.py is the DCNet model #14

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dmus opened this issue Jan 7, 2021 · 1 comment
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Which model in ModelSet.py is the DCNet model #14

dmus opened this issue Jan 7, 2021 · 1 comment

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@dmus
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dmus commented Jan 7, 2021

Hi, thanks for sharing this work. I cloned this repository and read the paper "Fully automated and standardized segmentation of adipose tissue compartments via deep learning in 3D whole-body MRI of epidemiological cohort studies". Now I am wondering which of the models in ModelSet.py are used in the paper. Which one corresponds to the proposed DCNet and which one corresponds to the reference UNet?

@thomaskuestner
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Hi, the models used in the paper are a combination of MRGE and DCNet which in the implemented framework is the "premodel_MRGE". The reference UNet model is denoted as "premodel_UNet". You can check the config files in config/pretrained_model to see the various parametrizations for the conducted experiments in the paper.

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