monai
https://github.com/project-monai/monai
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- Issues
- fix(LoadImage): raise OptionalImportError when user-specified reader is not installed
- [Bug] `LocalNormalizedCrossCorrelationLoss`: kernel not registered as buffer — silent gradient tracking + wrong device placement
- [Bug] `SSIMLoss` docstring examples are incorrect: `1-SSIMLoss()(x,y)` negates the loss
- fix: use register_buffer for kernel and kernel_vol in LocalNormalizedCrossCorrelationLoss
- fix(ZarrAvgMerger): use separate tmpdir attrs to prevent value_store tmpdir GC on zarr v3
- Add EmbeddingCollapseMetric: detect representational collapse in medi…
- Fix #5889: restore grad state on exception in FgImageStats and LabelStats
- Fix #8802: read nda_croppeds from input dict when pre-computed
- Add EmbeddingCollapseMetric: detect representational collapse in medical imaging embeddings
- [EHNANCEMENT] Better Performance For engines/utils.py
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