Wenqi Li

extensions of the surface-based metric

9

**Is your feature request related to a problem? Please describe.** Follow up of https://github.com/Project-MONAI/MONAI/pull/4050, this is a feature request to extend the surface-based metric module for 3D, with the support...

LNCC loss instability for large kernel size

6

### Discussed in https://github.com/Project-MONAI/MONAI/discussions/3463 Originally posted by **ebrahimebrahim** December 9, 2021 I experienced some numerically unstable training while using LNCC loss to train a registration network. Exploding gradients, clipping them...

improve error msg when optional packages not available

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**Is your feature request related to a problem? Please describe.** ```py from monai.bundle import ConfigParser config = {"training": "$monai.handlers"} parser = ConfigParser(config=config) parser.get_parsed_content("training") ``` when ignite is not installed, the...

Multiple feature requests have described common use cases of metadata handling and computational backends for pre-/post-processing transformations. ### The proposed solution We agreed that these features are essential MONAI core...

"copy-paste augmentation"

1

Originally posted by **gofmans** April 29, 2022 Hi, I recently encountered an interesting data augmentation technique that could be relevant for segmentation tasks, it's called "copy-paste" augmentation as presented in:...

**Is your feature request related to a problem? Please describe.** follow-up of https://github.com/Project-MONAI/MONAI/issues/4020, the antialiasing functions in `Resize` https://github.com/Project-MONAI/MONAI/blob/0bbeb1e084d1c06a5f14af70ad340c798a1567aa/monai/transforms/spatial/array.py#L626-L633 should be implemented in the `resized`. it might be useful to...

pip packaging error

2

**Describe the bug** ``` 09:41:44 + python -m twine check dist/monai-0.8.1+68.gde973911-py3-none-any.whl dist/monai-0.8.1+68.gde973911.tar.gz 09:41:44 /opt/conda/lib/python3.8/site-packages/requests/__init__.py:89: RequestsDependencyWarning: urllib3 (1.26.9) or chardet (3.0.4) doesn't match a supported version! 09:41:44 warnings.warn("urllib3 ({}) or chardet...

Signed-off-by: Wenqi Li Fixes #4206 ### Description run jit extension loading for the regular tests ### Status **Ready/Work in progress/Hold** ### Types of changes - [x] Non-breaking change (fix or...

## Report incorrect documentation **Location of incorrect documentation** https://github.com/rapidsai/cucim/blob/e155e320ab4bbe1e37f7d35dbd3870ccd8beed64/python/cucim/src/cucim/skimage/_vendored/_ndimage_interpolation.py#L278-L279 the docstring says `prefilter=True` is not implemented, but seems it's implemented via https://github.com/cupy/cupy/pull/4402 could you please help confirm? cc @grlee77

[BUG] Assertion failure, file index :cufio-udev

6

**Describe the bug** error when importing cucim: ``` Python 3.8.10 (default, Jun 22 2022, 20:18:18) [GCC 9.4.0] on linux Type "help", "copyright", "credits" or "license" for more information. >>> import...