MONAIViz

MONAIViz is an extension for 3D Slicer that helps to run chain of MONAI transforms and visualize every stage over an image/label.

Modules

The extension provides a single module - MONAIViz - which currently supports:

import pre-processing definitions for available bundles from MONAI model zoo
add/remove/re-order any MONAI transform to the list of transforms
apply a sequence of transforms step-by-step over input image/label
visualize image/label outputs for every transform run
check the data/dictionary stats for every transform run

Installing Plugin

Installing 3D Slicer

To use MONAIViz with 3D Slicer, you'll need to download and install 3D Slicer. MONAIViz supports the stable and preview versions of 3D Slicer, version 5.3 or higher. For more information on installing 3D Slicer, check out the 3D Slicer Documentation

Installing MONAIViz Plugin

Go to View -> Extension Manager -> Developer Tools -> MONAIViz
Install MONAIViz plugin
Restart 3D Slicer

Note: To update the plugin to the latest version, you have to uninstall the existing 3D Slicer version and download and install the new preview version of 3D Slicer again

Install Plugin in Developer Mode

git clone git@github.com:Project-MONAI/SlicerMONAIViz.git
Open 3D Slicer: Go to Edit -> Application Settings -> Modules -> Additional Module Paths
Add New Module Path: <FULL_PATH>/SlicerMONAIViz/MONAIViz
Restart 3D Slicer

Dependencies

MONAIViz depends on the following packages:

PyTorch Slicer extension
monai[itk,nibabel] python packages

Note: After opening the MONAIViz module in 3D Slicer for the first time, you will be asked to confirm the installation of the packages.