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SegResNet in 1D not supported yet #7235

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nvahmadi opened this issue Nov 15, 2023 · 1 comment
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SegResNet in 1D not supported yet #7235

nvahmadi opened this issue Nov 15, 2023 · 1 comment
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@nvahmadi
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The SegResNet architecture has proven to be competitive to UNet for segmentation problems in 2D and 3D, which makes it popular for benchmarking (and it is a default architecture in Auto3DSeg).
Recently, I tried benchmarking it against UNet for a 1D "segmentation" problem, namely photometry basecalling in genomic sequencers. UNet architectures from MONAI actually can be used for 1D, and they offer many options for parametrization.
Unfortunately, SegResNet is restricted to 2D or 3D (see code). Would it be difficult to enable it for 1D? @myron

@KumoLiu KumoLiu added enhancement New feature or request Contribution wanted labels Dec 7, 2023
@vikashg
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vikashg commented Jan 4, 2024

closing as very specific case and also out of scope for monai I think

@vikashg vikashg closed this as completed Jan 4, 2024
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