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This PR adds a documentation tutorial demonstrating true parameter reduction in MONAI U-Net models via architectural depth reduction.

The tutorial compares a standard U-Net with a depth-reduced variant, highlighting parameter savings and discussing efficiency–accuracy trade-offs relevant to resource-constrained medical imaging deployment scenarios.

The example is lightweight, CPU-friendly, and intended for educational and research-oriented use within the MONAI documentation.

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coderabbitai bot commented Dec 15, 2025

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@Vishaldave45 Vishaldave45 force-pushed the tutorial-unet-depth-reduction branch from 61f3526 to 641d0c5 Compare December 15, 2025 10:53
Vishaldave45 and others added 2 commits December 15, 2025 16:28
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