YunLiu

Add `CalcualteInstanceSegmentationMap` Transform

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Fixes #5100. ### Description Add a post transform to process NP branch output(an output branch in HoVerNet) which turns the probability map from the network into the instance segmentation result....

Add whole post-process script for HoVerNet

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Signed-off-by: KumoLiu Fixes #5180. ### Description Add whole post-process script for HoVerNet. ### Types of changes - [x] Non-breaking change (fix or new feature that would not break existing functionality)....

Add Post-processing Transforms in MONAI for Nuclei Prediction

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**Description** It is an overall PR created to track the progress of adding post-processing transforms in MONAI. **Describe the solution you'd like** Several post-processing transforms need to be added to...

set `image_only=True` in `LoadImaged`

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**Is your feature request related to a problem? Please describe.** Since 0.9.1, we recommend that users use `MataTensor`, which will save the meta information in metatensor by default. The default...

[WIP] add `FLStatsHandler`

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Fixes # . ### Description add `FLStatsHandler` for NVFlare. It mainly call `_add` in `AnalyticsSender`. https://github.com/NVIDIA/NVFlare/blob/b0de532fc2f65de30eb8af728561bab33fdaf076/nvflare/app_common/widgets/streaming.py#L97 Since `AnalyticsSender` can only send to `FLStatsHandler` after instantiated, I add it to ignite.engine.state...

Part of https://github.com/Project-MONAI/MONAI/issues/7486 ### Description Geometric transform -- Resize ### Types of changes - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ]...

Geometric transforms proposal

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# Design ## Design goals - Geometry has first-class support - Users should be able to create models and pipelines that are purely geometry-based - Users should be able to...

Geometric transform -- Flip

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Part of #7486 ### Description Geometric transform -- Flip ### Types of changes - [x] Non-breaking change (fix or new feature that would not break existing functionality). - [ ]...

Implementation of Intensity Clipping Transform

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Based on the implementation of the 'ScaleIntensityRangePercentiles' transform, we can add a new transform that only does intensity clipping. https://github.com/Project-MONAI/MONAI/blob/e9e273858b6904659b0cd581d357662dc5c782f6/monai/transforms/intensity/array.py#L1205

Enhance bundle logging logic

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There are issues with using logging.conf to document the arguments recorded by _log_input_summary. Additionally, when more than one GPU is utilized, the output becomes messy and unmanageable. https://github.com/Project-MONAI/model-zoo/blob/dev/models/brats_mri_generative_diffusion/configs/logging.conf https://github.com/Project-MONAI/MONAI/blob/02c7f53a2ea5835623df6ad12943d58202a42e04/monai/bundle/scripts.py#L118