{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Head Models and Coordinate Reference Systems (CRS)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-04-14T13:01:32.675301Z",
     "iopub.status.busy": "2025-04-14T13:01:32.675146Z",
     "iopub.status.idle": "2025-04-14T13:01:34.190165Z",
     "shell.execute_reply": "2025-04-14T13:01:34.189652Z"
    }
   },
   "outputs": [],
   "source": [
    "import pyvista as pv\n",
    "#pv.set_jupyter_backend('server')\n",
    "pv.set_jupyter_backend('static')\n",
    "\n",
    "import os\n",
    "import xarray as xr\n",
    "\n",
    "import cedalion\n",
    "import cedalion.io\n",
    "import cedalion.plots\n",
    "import cedalion.datasets\n",
    "import cedalion.imagereco.forward_model as fw\n",
    "\n",
    "xr.set_options(display_expand_data=False);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Loading the ICBM-152 head model\n",
    "\n",
    "- the `TwoSurfaceHeadModel` holds the segmented MRT image and derived cortex and scalp surfaces\n",
    "- we provide functionality to derive these surfaces from the masks or to load them from files"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-04-14T13:01:34.192658Z",
     "iopub.status.busy": "2025-04-14T13:01:34.192283Z",
     "iopub.status.idle": "2025-04-14T13:02:02.963094Z",
     "shell.execute_reply": "2025-04-14T13:02:02.962625Z"
    }
   },
   "outputs": [],
   "source": [
    "# load pathes to segmentation data for the icbm-152 atlas\n",
    "SEG_DATADIR, mask_files, landmarks_file = cedalion.datasets.get_icbm152_segmentation()\n",
    "\n",
    "# create forward model class for icbm152 atlas\n",
    "head_icbm152 = fw.TwoSurfaceHeadModel.from_surfaces(\n",
    "    segmentation_dir=SEG_DATADIR,\n",
    "    mask_files=mask_files,\n",
    "    brain_surface_file=os.path.join(SEG_DATADIR, \"mask_brain.obj\"),\n",
    "    landmarks_ras_file=landmarks_file,\n",
    "    brain_face_count=None,\n",
    "    scalp_face_count=None,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Visualization"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-04-14T13:02:02.965331Z",
     "iopub.status.busy": "2025-04-14T13:02:02.965165Z",
     "iopub.status.idle": "2025-04-14T13:02:03.867677Z",
     "shell.execute_reply": "2025-04-14T13:02:03.867143Z"
    },
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
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      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x768>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt = pv.Plotter()\n",
    "cedalion.plots.plot_surface(plt, head_icbm152.brain, color=\"#d3a6a1\")\n",
    "cedalion.plots.plot_surface(plt, head_icbm152.scalp, opacity=.1)\n",
    "cedalion.plots.plot_labeled_points(plt, head_icbm152.landmarks, show_labels=True)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Segmentation masks\n",
    "\n",
    "The head model comprises masks for different tissue types: CSF, Gray Matter, White Matter, Scalp and Skull"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-04-14T13:02:03.896886Z",
     "iopub.status.busy": "2025-04-14T13:02:03.896363Z",
     "iopub.status.idle": "2025-04-14T13:02:03.905527Z",
     "shell.execute_reply": "2025-04-14T13:02:03.904996Z"
    }
   },
   "outputs": [
    {
     "data": {
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       "  --xr-background-color: var(--jp-layout-color0, white);\n",
       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
       "}\n",
       "\n",
       "html[theme=dark],\n",
       "body[data-theme=dark],\n",
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       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
       "  --xr-border-color: #1F1F1F;\n",
       "  --xr-disabled-color: #515151;\n",
       "  --xr-background-color: #111111;\n",
       "  --xr-background-color-row-even: #111111;\n",
       "  --xr-background-color-row-odd: #313131;\n",
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       "\n",
       ".xr-wrap {\n",
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       "  padding-bottom: 6px;\n",
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       "\n",
       ".xr-header > div,\n",
       ".xr-header > ul {\n",
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       "\n",
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       "  margin-right: 10px;\n",
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       "\n",
       ".xr-section-summary-in:disabled + label:before {\n",
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       "\n",
       ".xr-array-wrap {\n",
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       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
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       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
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       "  display: inline-block;\n",
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       "\n",
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       "\n",
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       "\n",
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       "\n",
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       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
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       "\n",
       ".xr-has-index {\n",
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       "\n",
       ".xr-var-list,\n",
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       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
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       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
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       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
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       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
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       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
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       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
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       "\n",
       ".xr-attrs dd {\n",
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       "  white-space: pre-wrap;\n",
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       "\n",
       ".xr-icon-database,\n",
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray (segmentation_type: 5, i: 193, j: 239, k: 263)&gt; Size: 61MB\n",
       "0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
       "Coordinates:\n",
       "  * segmentation_type  (segmentation_type) &lt;U5 100B &#x27;csf&#x27; &#x27;gm&#x27; ... &#x27;skull&#x27; &#x27;wm&#x27;\n",
       "Dimensions without coordinates: i, j, k</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'></div><ul class='xr-dim-list'><li><span class='xr-has-index'>segmentation_type</span>: 5</li><li><span>i</span>: 193</li><li><span>j</span>: 239</li><li><span>k</span>: 263</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-ab0401c0-ac36-409d-80e4-5e83e86cac64' class='xr-array-in' type='checkbox' ><label for='section-ab0401c0-ac36-409d-80e4-5e83e86cac64' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0</span></div><div class='xr-array-data'><pre>array([[[[0, 0, 0, ..., 0, 0, 0],\n",
       "         [0, 0, 0, ..., 0, 0, 0],\n",
       "         [0, 0, 0, ..., 0, 0, 0],\n",
       "         ...,\n",
       "         [0, 0, 0, ..., 0, 0, 0],\n",
       "         [0, 0, 0, ..., 0, 0, 0],\n",
       "         [0, 0, 0, ..., 0, 0, 0]],\n",
       "\n",
       "        [[0, 0, 0, ..., 0, 0, 0],\n",
       "         [0, 0, 0, ..., 0, 0, 0],\n",
       "         [0, 0, 0, ..., 0, 0, 0],\n",
       "         ...,\n",
       "         [0, 0, 0, ..., 0, 0, 0],\n",
       "         [0, 0, 0, ..., 0, 0, 0],\n",
       "         [0, 0, 0, ..., 0, 0, 0]],\n",
       "\n",
       "        [[0, 0, 0, ..., 0, 0, 0],\n",
       "         [0, 0, 0, ..., 0, 0, 0],\n",
       "         [0, 0, 0, ..., 0, 0, 0],\n",
       "         ...,\n",
       "...\n",
       "         ...,\n",
       "         [0, 0, 0, ..., 0, 0, 0],\n",
       "         [0, 0, 0, ..., 0, 0, 0],\n",
       "         [0, 0, 0, ..., 0, 0, 0]],\n",
       "\n",
       "        [[0, 0, 0, ..., 0, 0, 0],\n",
       "         [0, 0, 0, ..., 0, 0, 0],\n",
       "         [0, 0, 0, ..., 0, 0, 0],\n",
       "         ...,\n",
       "         [0, 0, 0, ..., 0, 0, 0],\n",
       "         [0, 0, 0, ..., 0, 0, 0],\n",
       "         [0, 0, 0, ..., 0, 0, 0]],\n",
       "\n",
       "        [[0, 0, 0, ..., 0, 0, 0],\n",
       "         [0, 0, 0, ..., 0, 0, 0],\n",
       "         [0, 0, 0, ..., 0, 0, 0],\n",
       "         ...,\n",
       "         [0, 0, 0, ..., 0, 0, 0],\n",
       "         [0, 0, 0, ..., 0, 0, 0],\n",
       "         [0, 0, 0, ..., 0, 0, 0]]]], dtype=uint8)</pre></div></div></li><li class='xr-section-item'><input id='section-7f5a7ced-cc97-42e9-91fb-f18fcd78246f' class='xr-section-summary-in' type='checkbox'  checked><label for='section-7f5a7ced-cc97-42e9-91fb-f18fcd78246f' class='xr-section-summary' >Coordinates: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>segmentation_type</span></div><div class='xr-var-dims'>(segmentation_type)</div><div class='xr-var-dtype'>&lt;U5</div><div class='xr-var-preview xr-preview'>&#x27;csf&#x27; &#x27;gm&#x27; &#x27;scalp&#x27; &#x27;skull&#x27; &#x27;wm&#x27;</div><input id='attrs-81f66c2b-f773-4086-8c5a-444cb642c98d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-81f66c2b-f773-4086-8c5a-444cb642c98d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fcb9ab23-8676-4e58-a724-8636c75be91f' class='xr-var-data-in' type='checkbox'><label for='data-fcb9ab23-8676-4e58-a724-8636c75be91f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;csf&#x27;, &#x27;gm&#x27;, &#x27;scalp&#x27;, &#x27;skull&#x27;, &#x27;wm&#x27;], dtype=&#x27;&lt;U5&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6c076db5-6128-49b1-9dd9-c0c91312a4cf' class='xr-section-summary-in' type='checkbox'  ><label for='section-6c076db5-6128-49b1-9dd9-c0c91312a4cf' class='xr-section-summary' >Indexes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>segmentation_type</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-079f320d-f6e3-4cbc-b47b-f861bb31331f' class='xr-index-data-in' type='checkbox'/><label for='index-079f320d-f6e3-4cbc-b47b-f861bb31331f' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([&#x27;csf&#x27;, &#x27;gm&#x27;, &#x27;scalp&#x27;, &#x27;skull&#x27;, &#x27;wm&#x27;], dtype=&#x27;object&#x27;, name=&#x27;segmentation_type&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-d66f554e-8d13-47be-a519-e3fccdc59fbf' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-d66f554e-8d13-47be-a519-e3fccdc59fbf' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
      ],
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       "<xarray.DataArray (segmentation_type: 5, i: 193, j: 239, k: 263)> Size: 61MB\n",
       "0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
       "Coordinates:\n",
       "  * segmentation_type  (segmentation_type) <U5 100B 'csf' 'gm' ... 'skull' 'wm'\n",
       "Dimensions without coordinates: i, j, k"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "head_icbm152.segmentation_masks"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Coordinate System\n",
    "\n",
    "- we need to distinguish several coordinate systems: voxel space, scanner space, subject space, ...\n",
    "- geometric data types carry information about which crs they use\n",
    "- transformations between coordinate systems through affine transformations\n",
    "\n",
    "\n",
    "The head model is loaded in voxel space ('ijk')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-04-14T13:02:03.907416Z",
     "iopub.status.busy": "2025-04-14T13:02:03.907104Z",
     "iopub.status.idle": "2025-04-14T13:02:03.910284Z",
     "shell.execute_reply": "2025-04-14T13:02:03.909832Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'ijk'"
      ]
     },
     "execution_count": 5,
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   ],
   "source": [
    "head_icbm152.crs"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The head model contains initial landmarks ('Nz', 'Iz', 'LPA' and 'RPA') stored as a LabeledPointCloud.\n",
    "The crs is stored as the name of the second dimension, easily retrievable through the `.points`-accessor "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
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     "iopub.status.busy": "2025-04-14T13:02:03.911891Z",
     "iopub.status.idle": "2025-04-14T13:02:03.920183Z",
     "shell.execute_reply": "2025-04-14T13:02:03.919772Z"
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       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
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       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
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       "\n",
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       "\n",
       ".xr-attrs dd {\n",
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       ".xr-icon-file-text2,\n",
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       "  stroke: currentColor;\n",
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray (label: 4, ijk: 3)&gt; Size: 96B\n",
       "[] 96.0 218.1 108.0 96.0 18.9 101.0 15.9 120.0 102.0 178.1 120.0 103.0\n",
       "Coordinates:\n",
       "  * label    (label) &lt;U3 48B &#x27;Nz&#x27; &#x27;Iz&#x27; &#x27;LPA&#x27; &#x27;RPA&#x27;\n",
       "    type     (label) object 32B PointType.LANDMARK ... PointType.LANDMARK\n",
       "Dimensions without coordinates: ijk</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'></div><ul class='xr-dim-list'><li><span class='xr-has-index'>label</span>: 4</li><li><span>ijk</span>: 3</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-41a6c36d-d852-45fc-8851-36eba50f4181' class='xr-array-in' type='checkbox' ><label for='section-41a6c36d-d852-45fc-8851-36eba50f4181' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>[] 96.0 218.1 108.0 96.0 18.9 101.0 15.9 120.0 102.0 178.1 120.0 103.0</span></div><div class='xr-array-data'><table><tbody><tr><th>Magnitude</th><td style='text-align:left;'><pre>[[96.0 218.10000000000156 108.00000000000182] [95.99999999999902 18.899999999999395 100.99999999999926] [15.899999999999622 120.0000000000005 102.00000000000054] [178.09999999999948 120.00000000000054 103.0000000000006]]</pre></td></tr><tr><th>Units</th><td style='text-align:left;'>dimensionless</td></tr></tbody></table></div></div></li><li class='xr-section-item'><input id='section-8857e1f7-e065-47bd-9043-8821b7ba2c54' class='xr-section-summary-in' type='checkbox'  checked><label for='section-8857e1f7-e065-47bd-9043-8821b7ba2c54' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>label</span></div><div class='xr-var-dims'>(label)</div><div class='xr-var-dtype'>&lt;U3</div><div class='xr-var-preview xr-preview'>&#x27;Nz&#x27; &#x27;Iz&#x27; &#x27;LPA&#x27; &#x27;RPA&#x27;</div><input id='attrs-08d8b8bf-0645-4266-9c8f-76c71012be6f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-08d8b8bf-0645-4266-9c8f-76c71012be6f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-267cf66d-3696-4ad8-a76f-751975baa996' class='xr-var-data-in' type='checkbox'><label for='data-267cf66d-3696-4ad8-a76f-751975baa996' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;Nz&#x27;, &#x27;Iz&#x27;, &#x27;LPA&#x27;, &#x27;RPA&#x27;], dtype=&#x27;&lt;U3&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>type</span></div><div class='xr-var-dims'>(label)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>PointType.LANDMARK ... PointType...</div><input id='attrs-e1009b0f-2ef2-4c55-8ac3-2eefcf6716b1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e1009b0f-2ef2-4c55-8ac3-2eefcf6716b1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-63c1dc34-f0f3-4afb-a236-e9d77d91bfa0' class='xr-var-data-in' type='checkbox'><label for='data-63c1dc34-f0f3-4afb-a236-e9d77d91bfa0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;], dtype=object)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-61714520-5fad-459c-972d-daded5c32140' class='xr-section-summary-in' type='checkbox'  ><label for='section-61714520-5fad-459c-972d-daded5c32140' class='xr-section-summary' >Indexes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>label</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-49ced6cd-32ea-4c49-b003-2dd921adb9a7' class='xr-index-data-in' type='checkbox'/><label for='index-49ced6cd-32ea-4c49-b003-2dd921adb9a7' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([&#x27;Nz&#x27;, &#x27;Iz&#x27;, &#x27;LPA&#x27;, &#x27;RPA&#x27;], dtype=&#x27;object&#x27;, name=&#x27;label&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-5267c1ed-5d22-4e52-8e3a-4c533a38873c' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-5267c1ed-5d22-4e52-8e3a-4c533a38873c' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.DataArray (label: 4, ijk: 3)> Size: 96B\n",
       "[] 96.0 218.1 108.0 96.0 18.9 101.0 15.9 120.0 102.0 178.1 120.0 103.0\n",
       "Coordinates:\n",
       "  * label    (label) <U3 48B 'Nz' 'Iz' 'LPA' 'RPA'\n",
       "    type     (label) object 32B PointType.LANDMARK ... PointType.LANDMARK\n",
       "Dimensions without coordinates: ijk"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'ijk'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(head_icbm152.landmarks)\n",
    "display(head_icbm152.landmarks.points.crs)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Triangulated surface meshes of the scalp and brain:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-04-14T13:02:03.922102Z",
     "iopub.status.busy": "2025-04-14T13:02:03.921807Z",
     "iopub.status.idle": "2025-04-14T13:02:03.925934Z",
     "shell.execute_reply": "2025-04-14T13:02:03.925548Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "TrimeshSurface(mesh=<trimesh.Trimesh(vertices.shape=(15002, 3), faces.shape=(29978, 3))>, crs='ijk', units=<Unit('dimensionless')>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "TrimeshSurface(mesh=<trimesh.Trimesh(vertices.shape=(255950, 3), faces.shape=(511242, 3))>, crs='ijk', units=<Unit('dimensionless')>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(head_icbm152.brain)\n",
    "display(head_icbm152.scalp)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "execution": {
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray (aligned: 4, ijk: 4)&gt; Size: 128B\n",
       "[mm] 1.0 0.0 0.0 -96.0 0.0 1.0 0.0 -132.0 0.0 0.0 1.0 -148.0 0.0 0.0 0.0 1.0\n",
       "Dimensions without coordinates: aligned, ijk</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'></div><ul class='xr-dim-list'><li><span>aligned</span>: 4</li><li><span>ijk</span>: 4</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-e01e67d0-31c6-4e31-b320-e8c87fcf965c' class='xr-array-in' type='checkbox' ><label for='section-e01e67d0-31c6-4e31-b320-e8c87fcf965c' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>[mm] 1.0 0.0 0.0 -96.0 0.0 1.0 0.0 ... 0.0 1.0 -148.0 0.0 0.0 0.0 1.0</span></div><div class='xr-array-data'><table><tbody><tr><th>Magnitude</th><td style='text-align:left;'><pre>[[1.0 0.0 0.0 -96.0] [0.0 1.0 0.0 -132.0] [0.0 0.0 1.0 -148.0] [0.0 0.0 0.0 1.0]]</pre></td></tr><tr><th>Units</th><td style='text-align:left;'>millimeter</td></tr></tbody></table></div></div></li><li class='xr-section-item'><input id='section-e2de6cc7-6e46-4563-a201-309158143a59' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-e2de6cc7-6e46-4563-a201-309158143a59' class='xr-section-summary'  title='Expand/collapse section'>Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-b6b2f128-46f6-42fa-b871-c86f8a659537' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-b6b2f128-46f6-42fa-b871-c86f8a659537' class='xr-section-summary'  title='Expand/collapse section'>Indexes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-60424699-37e4-4cfd-a5b4-f44eddd196f4' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-60424699-37e4-4cfd-a5b4-f44eddd196f4' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
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    "head_icbm152.t_ijk2ras # transformation from voxel to subject (RAS) space"
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    "Change to subject (RAS) space by applying an affine transformation on the head model.\n",
    "This transforms all components.\n",
    "\n",
    "Here, the subject space is called 'aligned' (the label is derived from information in the mask's nifti file)\n",
    "\n",
    "The scanner space also uses physical units whereas coordinates in voxel space are dimensionless."
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    "trafo = head_icbm152.t_ijk2ras\n",
    "\n",
    "head_icbm152_ras = head_icbm152.apply_transform(trafo)\n",
    "\n",
    "display(head_icbm152_ras.crs)\n",
    "display(head_icbm152_ras.landmarks.points.crs)\n",
    "display(head_icbm152_ras.brain.crs)\n",
    "\n",
    "display(head_icbm152.landmarks.pint.units)\n",
    "display(head_icbm152_ras.landmarks.pint.units)"
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