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4599 mri ssim loss#4600

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wyli merged 53 commits intoProject-MONAI:devfrom
mersad95zd:4599-mri-ssim-loss
Jul 8, 2022
Merged

4599 mri ssim loss#4600
wyli merged 53 commits intoProject-MONAI:devfrom
mersad95zd:4599-mri-ssim-loss

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@mersad95zd
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@mersad95zd mersad95zd commented Jun 27, 2022

Fixes # .

Description

SSIM loss function as a new feature:

  • ssim_loss.py under monai.apps.reconstruction
  • its unittest under tests
  • its docs under losses.rst/ReconstructionLosses/SSIMLoss

Status

Work in progress

Types of changes

  • Non-breaking change (fix or new feature that would not break existing functionality).
  • Breaking change (fix or new feature that would cause existing functionality to change).
  • New tests added to cover the changes.
  • Integration tests passed locally by running ./runtests.sh -f -u --net --coverage.
  • Quick tests passed locally by running ./runtests.sh --quick --unittests --disttests.
  • In-line docstrings updated.
  • Documentation updated, tested make html command in the docs/ folder.

mersad95zd and others added 30 commits June 21, 2022 07:45
Signed-off-by: mersad95zd <[email protected]>
Signed-off-by: mersad95zd <[email protected]>
Signed-off-by: mersad95zd <[email protected]>
Signed-off-by: mersad95zd <[email protected]>
@mersad95zd mersad95zd requested a review from Can-Zhao July 1, 2022 12:40
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@Can-Zhao Can-Zhao left a comment

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Looks good to me. Thanks!

@wyli wyli requested review from Nic-Ma, ericspod and rijobro July 6, 2022 13:24
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@Nic-Ma Nic-Ma left a comment

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Looks good to me except for some minor comments inline.
@KumoLiu Could you please help double confirm the loss computation as you have experience in the 3D reconstruction?

Thanks in advance.

@mersad95zd
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Looks good to me except for some minor comments inline. @KumoLiu Could you please help double confirm the loss computation as you have experience in the 3D reconstruction?

Thanks in advance.

Thanks Nic, I made those edits and pushed again.

@KumoLiu
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KumoLiu commented Jul 8, 2022

Hi @Nic-Ma,
Loss computation also seems good to me.
Thanks.

@wyli
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wyli commented Jul 8, 2022

thanks, could you help address this issue https://github.com/Project-MONAI/MONAI/runs/7246230319?check_suite_focus=true and I'll merge this PR.

Signed-off-by: mersad95zd <[email protected]>
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wyli commented Jul 8, 2022

/build

@wyli wyli enabled auto-merge (squash) July 8, 2022 18:56
@wyli wyli merged commit 4071750 into Project-MONAI:dev Jul 8, 2022
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5 participants