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AI Toolkit for Healthcare Imaging

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There are quite a few C++ functions currently in MONAI that are quite useful in a number of applications. However, all C++ code requires compilation before they can be used...

Signed-off-by: Yiheng Wang Fixes #3938 . ### Description With the changes, `MILModel` will support torchscript for all `mil_mode`. ### Status **Work in progress** ### Types of changes - [x] Non-breaking...

**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...

Feature request

Signed off by: Arnaud Dhaene [email protected] Fixes #4204 ### Description An implementation of a slight variation of the boundary-aware `ShapeLoss` described in [Huang et al., 2021](https://ieeexplore.ieee.org/document/9433775). ### Status **Work in...

Feature request

### Description When images loaded by `LoadImaged` do not have the same shape, there is no way of knowing untill this causes issues down the line, which may not happen...

Grabcut (presented [here](https://cvg.ethz.ch/teaching/cvl/2012/grabcut-siggraph04.pdf)) is a method of segmenting a reigion based on a sparse initial labeling. A color model is employed (GMM is common) to determine color distibutions of the...

Feature request

about https://github.com/Project-MONAI/MONAI/discussions/4053

**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...