Problem Description
I am using the MONAI Label Slicer extension to perform ROI-based segmentation for a specific label.
Although the ROI is drawn correctly in Slicer, the segmentation result does not respect the selected ROI and target label.
Observed behavior:
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The model ignores the ROI or partially applies it
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The output segmentation includes regions outside the ROI
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Sometimes a different label is segmented instead of the selected one
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Results are inconsistent across multiple runs on the same data
Expected behavior:
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Segmentation should be strictly constrained to the provided ROI
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Only the selected label should be segmented
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Output should be deterministic for the same ROI and input volume