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Last active March 10, 2023 08:10
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The Visible human dataset in napari
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# The Visible human dataset in napari"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"# Download and unzip data from https://mri.radiology.uiowa.edu/visible_human_datasets.html\n",
"# old link is broken.\n",
"# New Link here: https://central.xnat.org/app/action/DisplayItemAction/search_element/xnat%3AprojectData/search_field/xnat%3AprojectData.ID/search_value/HumanCT\n",
"import tarfile\n",
"import urllib.request\n",
"from pathlib import Path\n",
"\n",
"url = \"https://mri.radiology.uiowa.edu/VHDicom/VHFCT1mm/VHF-Knee.tar.gz\"\n",
"path_zip = Path.cwd() / \"VHF-Knee.tar.gz\"\n",
"urllib.request.urlretrieve(url, path_zip)\n",
"tar = tarfile.open(path_zip, \"r:gz\")\n",
"tar.extractall()\n",
"tar.close()\n",
"path_zip.unlink()\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"# remove the one image that is broken\n",
"bad_image = Path.cwd() / \"Knee\" / \"vhf.316.dcm\"\n",
"bad_image.unlink()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(-0.5, 1599.5, 1151.5, -0.5)"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Load data to napari\n",
"import napari\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"viewer = napari.Viewer()\n",
"path = \"Knee\"\n",
"viewer.open(path)\n",
"viewer.dims.ndisplay = 3\n",
"viewer.camera.angles = (0, 20, 50)\n",
"img = viewer.screenshot(canvas_only=True, flash=False)\n",
"\n",
"plt.imshow(img)\n",
"plt.axis(\"off\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3.9.11 ('napari-env')",
"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": "3.9.11"
},
"orig_nbformat": 4,
"vscode": {
"interpreter": {
"hash": "bb7a7b842930851728e0a2dafc827a6069e16b7869feb3e5989a9987e40ae401"
}
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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