From 52a35c3da8a83fa33b44c6595cc864785c98ae8c Mon Sep 17 00:00:00 2001 From: Brianna Major Date: Fri, 8 Dec 2023 11:18:56 -0500 Subject: [PATCH] DOC: Add a select roi example notebook --- examples/integrations/itk/SelectROI.ipynb | 350 ++++++++++++++++++++++ examples/integrations/itk/select_roi.gif | Bin 0 -> 1321727 bytes 2 files changed, 350 insertions(+) create mode 100644 examples/integrations/itk/SelectROI.ipynb create mode 100644 examples/integrations/itk/select_roi.gif diff --git a/examples/integrations/itk/SelectROI.ipynb b/examples/integrations/itk/SelectROI.ipynb new file mode 100644 index 00000000..2ca74108 --- /dev/null +++ b/examples/integrations/itk/SelectROI.ipynb @@ -0,0 +1,350 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Try this notebook in Google Colab, Binder or SageMaker!\n", + "\n", + "\n", + "[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/InsightSoftwareConsortium/itkwidgets/blob/main/examples/integrations/itk/SelectROI.ipynb)\n", + "[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/InsightSoftwareConsortium/itkwidgets/HEAD?labpath=examples%2Fintegrations%2Fitk%2FSelectROI.ipynb)\n", + "[![Open In SageMaker Studio Lab](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github.com/InsightSoftwareConsortium/itkwidgets/blob/main/examples/integrations/itk/SelectROI.ipynb)" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[33mWARNING: jsonschema 3.2.0 does not provide the extra 'format-nongpl'\u001b[0m\u001b[33m\n", + "\u001b[0m" + ] + } + ], + "source": [ + "# Install dependencies for this example\n", + "import sys\n", + "\n", + "!{sys.executable} -m pip install -q pooch tqdm \"itk-io>=5.3.0\" \"itkwidgets[all]>=1.0a40\"" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "import itk\n", + "import pooch\n", + "from ngff_zarr import to_multiscales, to_ngff_image, Methods\n", + "from itkwidgets import view" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "file_name = pooch.retrieve('https://data.kitware.com/api/v1/file/564a5b078d777f7522dbfaa6/download',\n", + " fname='005_32months_T2_RegT1_Reg2Atlas_ManualBrainMask_Stripped.nrrd',\n", + " known_hash='a4a5739d5484f48653404763f807ff2b0e1900209cce029d912c2f92797207b6',\n", + " progressbar=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "image = itk.imread(file_name)\n", + "ngff_image = to_ngff_image(image)\n", + "multiscales = to_multiscales(ngff_image, method=Methods.DASK_IMAGE_GAUSSIAN)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "window.connectPlugin && window.connectPlugin(\"19bb8f17-0bfc-471d-be0e-4a857ff1da94\")" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "viewer = view(multiscales)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# Use the cropping planes to select the region of interest, then run the following cells" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# Find the scale that we currently have loaded\n", + "loaded_scale = viewer.get_current_scale()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "loaded_scale" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# Get the selected region for the current level\n", + "roi_region = viewer.get_roi_region()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[[-0.5, -0.5, 103.06309145477312], [249.5, 349.5, 146.56424773624178]]" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "roi_region" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "# Request the slice information for the ROI\n", + "# By default the information for the current level is returned.\n", + "# Request the highest level explicitly in case that is not what is loaded.\n", + "roi_slice = viewer.get_roi_slice(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(slice(0, 249, None), slice(0, 349, None), slice(103, 147, None))" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "roi_slice" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "# Create a new viewer using only the data in the ROI determined above\n", + "roi = multiscales.images[0].data[roi_slice]" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "window.connectPlugin && window.connectPlugin(\"19bb8f17-0bfc-471d-be0e-4a857ff1da94\")" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "viewer2 = view(roi)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/integrations/itk/select_roi.gif b/examples/integrations/itk/select_roi.gif new file mode 100644 index 0000000000000000000000000000000000000000..49c421918f11d85b9ffe9d63b9db9029c7323268 GIT binary patch literal 1321727 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