{ "cells": [ { "cell_type": "markdown", "id": "5ccbcbde", "metadata": { "id": "5ccbcbde" }, "source": [ "# Quick start tutorial for fMRI\n", "This tutorial is a minimal example of how to use SUITPy to perform a group fMRI analysis for the cerebellum. \n", "It involves the following steps:\n", "\n", "* Isolate the cerebellum\n", "* Normalize the anatomical to SUIT space\n", "* Reslice the contrast maps into SUIT space\n", "* Visualizing the results on the flat map\n", "* Summarizing the results using atlas ROI.\n", "\n", "To start you need:\n", "* An anatomical T1-weighted image of each subject (``sub-ex_T1w.nii.gz``)\n", "* The functional map(s) for each subject **coregistered** to the anatomical image (``sub-ex_contrast.nii.gz``)\n", "\n", "We recommend using a minimal processing pipeline, including only correction for spatial distortions, motion correction, and co-registration to the anatomical image. The first-level GLM is best calculated in the native space of the subject - normalization to MNI space or any smoothing is best avoided at this point.\n", "\n", "*Note: It is of course possible to apply the pipeline to MNI-normalized data, as long as both individual T1-images and functional maps are in MNI space. Smoothing should be avoided, however to prevent bleeding of cortical activity into the cerebellum.*\n", "\n", "*Note: You can find additional details and explanations for each step in the corresponding sections of the documentation.*\n" ] }, { "cell_type": "markdown", "id": "cEAd7xJjVz0S", "metadata": { "id": "cEAd7xJjVz0S" }, "source": [ "## Getting set up\n", "Install SUITPy\n", "\n", "`pip install SUITPy`\n", "\n", "For detailed instructions and dependencies, see `Installation`." ] }, { "cell_type": "code", "execution_count": 1, "id": "nxDnjdkjV7xw", "metadata": { "id": "nxDnjdkjV7xw" }, "outputs": [], "source": [ "# Import necessary packages\n", "from nilearn import plotting\n", "import SUITPy as suit\n", "import nibabel as nib\n", "import ants\n", "import nilearn.plotting as npl\n", "import matplotlib.pyplot as plt\n" ] }, { "cell_type": "markdown", "id": "4530b4fa", "metadata": { "id": "4530b4fa" }, "source": [ "## 1. Isolate the cerebellum\n", "The first step is use ``isolate`` to create a cerebellum–brainstem mask from the anatomical image. The mask is required for normalization and helps avoid signal spillover from nearby cortex." ] }, { "cell_type": "code", "execution_count": 2, "id": "PoUGCKhCR7v9", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "PoUGCKhCR7v9", "outputId": "00a47cea-bbef-4c4e-8073-9c7f43ef5dfc" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "preprocessing sub-ex_T1w.nii.gz\n", "isolating cerebellum using UNet model\n", "Warning: NIftI spatial units are 'unknown'. Assuming mm for spatial dimensions.\n", "Warning: NIftI time units are 'unknown'. Assuming seconds for time dimension.\n", "postprocessing\n", "saving results to sub-ex_T1w_cerebellum_dseg.nii.gz\n" ] }, { "data": { "text/plain": [ "ANTsImage (RPI)\n", "\t Pixel Type : float (float32)\n", "\t Components : 1\n", "\t Dimensions : (128, 128, 128)\n", "\t Spacing : (1.0, 1.0, 1.0)\n", "\t Origin : (-64.0, 114.0, -88.0)\n", "\t Direction : [ 1. 0. 0. 0. -1. 0. 0. 0. 1.]" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# This function generates isolation mask for the cerebellum based on a T1 scan\n", "suit.isolate('sub-ex_T1w.nii.gz')" ] }, { "cell_type": "markdown", "id": "2249ed6b", "metadata": { "id": "2249ed6b" }, "source": [ " The mask is saved as ``sub-ex_T1w_cerebellum_dseg.nii.gz`` in the same folder as the anatomical scan.\n", "\n", " Although the isolation algorithm works very reliably and usually does not require and correction, it is good practice to check the mask. " ] }, { "cell_type": "code", "execution_count": 2, "id": "PUmgYnNKTJ9E", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 410 }, "id": "PUmgYnNKTJ9E", "outputId": "2609b48f-33f8-4905-e9f6-41a2f615052b" }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Visualize the mask on the T1 image\n", "img = nib.load('sub-ex_T1w.nii.gz')\n", "mask = nib.load('sub-ex_T1w_cerebellum_dseg.nii.gz')\n", "plotting.plot_roi(mask,img)" ] }, { "cell_type": "markdown", "id": "e4f6fcd0", "metadata": { "id": "e4f6fcd0" }, "source": [ "## 2. Normalize the cerebellum to the SUIT template\n", "The SUIT normalization module estimates a deformation field that aligns an individual’s cerebellum to the SUIT template, using the isolation mask from the previous step. In SUITPy, this procedure is implemented with ANTsPy. The resulting deformation can then be applied to reslice anatomical or functional data into SUIT space.\n", "\n", "In the simplest usage, normalize requires only the subject’s T1-weighted image and the isolation mask." ] }, { "cell_type": "code", "execution_count": 4, "id": "RASmEwFmwG6P", "metadata": { "id": "RASmEwFmwG6P" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Normalizing sub-ex_T1w to tpl-SUIT_T1w.nii.gz\n", "Saving the normalized image into sub-ex_T1w_space-SUIT.nii.gz\n", "Saving deformation field into sub-ex_T1w_to-SUIT_mode-image_xfm.nii.gz\n" ] } ], "source": [ "# This function normalizes a source image to the SUIT cerebellar template using a provided cerebellum\n", "results = suit.normalize(source_file = 'sub-ex_T1w.nii.gz',mask_file = 'sub-ex_T1w_cerebellum_dseg.nii.gz')" ] }, { "cell_type": "markdown", "id": "efa819cc", "metadata": { "id": "efa819cc" }, "source": [ "This step generates two outputs: \n", "\n", "* the normalized image ``sub-ex_T1w_space-SUIT.nii.gz``.\n", "* the deformation field ``sub-ex_T1w_to-SUIT_model-image_xfm.nii.gz``.\n", "\n", "(for more options, see the `normalize` documentation)." ] }, { "cell_type": "markdown", "id": "9393f818", "metadata": {}, "source": [ "Again, while the normalization usually works well without manual intervention, it is good practice to check the results." ] }, { "cell_type": "code", "execution_count": 5, "id": "129aafa5", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 774 }, "id": "129aafa5", "outputId": "9ddfccfe-dce4-45f4-c430-920b01a904da" }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAcsAAAFACAYAAADTdVdcAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjcsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvTLEjVAAAAAlwSFlzAAAPYQAAD2EBqD+naQAAUZNJREFUeJztnQewbWV5v9eFS5PemwiCtEjoBoxXwWAsIQFEiII4EJVRCBnREETQYDJpBEdDhtEAGjACFpTYGEwgAhFRBFR0Qi8i9cKlSW93/+ddye/8n/Ped+11bj37nPN7Zs7sfdZe5VvlW+/31m9W0zSDxhhjjDGdLNf9kzHGGGMsLI0xxpgJYM3SGGOM6cHC0hhjjOnBwtIYY4zpYXbfCptttlmz3nrr9a1mzFJl3rx5zd133+2rbIwZPWEZgvLmm29uVllllWXXImMKnnnmmWbbbbe1wDTGjJ4ZNjRKC0ozCsRzaAuHMWaysM/SGGOM6cHC0hhjjOnBwtIYY4zpwcLSGGOMWRbC8rLLLmve8Y53NJtuummz4oorNmuvvXYbuXjwwQc3p59+evP444+PW3+LLbZoZs2a1Vx++eWd+zznnHPadfbee+9y+RFHHDHu/4X5++QnP9l5XLVtYf6mGr/61a/Ka2uMMWYR8yz7+Ou//uvm5JNPbr9vv/32zR577NGssMIKbcrJhRde2Hz9619vdt9992bPPfdslgavetWrmsMPP3yB5V/84hfbzxDiq6222rjfdt555879HXTQQW1OH/n5z3/eXH/99c1WW23VzJkzZ4m1fToQg5a41jFgsvA1xkxXFktYXnfdda2WFsLxa1/7WnPAAQeM+/2BBx5ozj333GattdZqlhYhvCoBJmH5qU99qtUWJ0qsn4lzDGEZxwlN1hhjzMxisYRlaI6DwaD54z/+4wUEZbDRRhs1xx133OIcwhhjjJnaPsuHHnqo/Vx//fWbmUoMFr785S83v/d7v9f6aldeeeXWHB3a6NNPP73A+mGqDH9h+A2/+tWvNq95zWual73sZa2/9/jjj2+ef/75dr3bb7+9OeSQQ5oNNtig/f2Nb3xj84tf/GKB/cVxYn+h8V599dXNW97yllaTX2ONNZrf//3fb3784x9P+FyeffbZ5gtf+EKz//77N1tuuWVbCCD29YY3vKH5yle+ssD6cVxp8NE++nHj/Mj3vve9Zt99922flZVWWqnd/0c+8pHm4YcfnnD7jDFmSgrLKIcXfOMb32gefPDBZqYxf/785t3vfndz6KGHNtdcc03rC/2DP/iD5qmnnmr+6q/+qhUgUaat4rTTTmsOO+ywVhi99a1vbYXkqaee2hx55JHNrbfe2vp4w1caQjj8shEMFfubO3duub+rrrqqFWr33HNP87a3va0NsLr00kubvfbaq/nP//zPCZ1PCLj3v//9zbXXXtuarkNoxjmFwA3BnQOjwlccftwghHT8rz/6iU844YS2TdGeaNd+++3XzJ49u/nMZz7T+ri7zskYY0aJQdffLrvsMhjG7bffPlhllVXadVdfffXB4YcfPjjrrLMGP/3pTwcvvvhi53abb755u81ll13Wuc7ZZ5/drrPXXnuVy+NYw9A53HnnnYPF5eSTTy6P+Y//+I/t8r333ntw//33jy1/7rnnBu973/va3z760Y+O2ybOJ5avttpqg2uuuWZseWy/4YYbDmbNmjXYfvvtByeccMJg/vz57W/x+Z73vKfd7i//8i/LtsXfSSedNLZN8NnPfrZdvvHGGw+efvrpseVxTaprO2/evMEll1wybh/BHXfcMdhiiy0Gyy233ALXM67JsHv5ta99rf19hx12GNx6661jy+MYcS7x2zvf+c7BRIjncdjz6j9fAz8DfgaapXcNFl1YBpdeeulgs802W2DbtdZaa3DUUUcN7rvvvmkpLF944YXBeuutN1h11VUHDzzwwALbhHDaaKONBmuvvfbgpZdeWkBYfvzjH19gmw9/+MPtb1tuueXg+eefH/fb9ddfX14PtS2uabQps8cee7S/f+lLX+oVlsOIQVBs88///M8LJSx32mmn9vdf/vKXC/wWAnPnnXceLL/88oOHHnqotw0Wln4RWhj6GWgm6Rosdp7lPvvs09x2221tsM8HP/jBZtddd21NbI899ljzuc99rjXjRRrJdOOnP/1pm2Lyu7/7u82GG264wO/h79ttt92aRx99tDWrZt785jcvsCz8ePJrRoRx9dv9999ftidSZOK6Z8J8GvzgBz+Y8LldeeWVzd/8zd80Rx11VPMnf/InbXrIBRdc0P5WnUsXYZqPKOKtt9662WGHHRb4PXybr3vd65qXXnqpjaw2xphpm2cZRCGCt7/97e1fEIIyAkJOPPHE9oV5zDHHNJdccsnY+hNJ5P9f5XBi604GCmCJ8+prYwjV8NWRCOjJyM837LfnnnuuPMbmm29eLlfazH333df0EcUjDjzwwOb73/9+5zpPPPFEs7DXKATsRK6RMcZMa2GZiaCV0DI32WSTNkgkEtYjMjSiOgN9VtGiQr+tuuqqzagG9wQRfBPa0TDWXXfdBZYtt1y3Uj/st6XJRz/60VZQRlBQBCiFNhj3cvnll2+DhCKIR4OYhblGkUIU2w6jS9gbY8y0FZYiIjmDMLOFtikh+fKXv7y54YYbmjvuuKNzW/0W644iatd22203EoUK7rrrrqHLY+DSx7//+7+3gvHb3/52m3pCht2rvmsU81COwjUyxphFZbFUmD4tI3yZMtNy4t5IcQguuuiiTo1Ev73+9a9vRpHIj1xzzTWbK664onnkkUcmuzmtzzgGJRnlR06kTF/4V0NIZkEZRIWmiri3wYsvvlgKyxhMxMDolltumdB5GGPMtBOWn/jEJ5q/+Iu/aBPoM/fee2/zgQ98oP0eeXV6qQbvfe97Wx9cJKqfccYZ47aLF/5JJ53UBgXFyzYCV0aRSKyPIgLhwws/X6V5xTX40pe+tEzaE/7BMJ2SM888s/nRj37UBiBN5Dpus802rcCMYgkk8iHDlF4hjbUriCuekRj8xPEjbzQTRQnOOuus3rYZY8xks8ipIx/60IfG1t1mm20GBxxwwOBd73rXYM6cOYMVVlihXf6qV71qcM899yyw7YUXXjhYaaWV2nW23XbbNtfuoIMOGrziFa8YSz256qqrFthuVFJHgkgJUf7jiiuu2KZpxPkfeOCBg1e/+tVtzmSkThCljlTt0rnF8brOKVJEqrYdeeSR7TWP4x5yyCGD17zmNe3yWHbxxReP26YrdeTcc88du26vf/3r2/381m/9VptfqbSWfA2uvfba9jxXXnnlwf7779/ml8Zf5GyKE0888X9Dr5dbbrDrrrsODj744PZex/MVaSNrrrnmYCI4dcRpA04d8TPQTN41WHRhGblxkb932GGHDX77t397sO666w5mz549WGeddQave93r2qT9J598snP7//mf/2lfrJFXGIIzChxst912rRD+9a9/XW4zSsJSfOtb3xrsu+++gw022KAVTvG52267DY4//vjBddddt0yEZWwbg4t99tmnLRARRQ/i+w9/+MMF9jMsz/Kiiy4a7Lnnnu0+YsDypje9aXD55Ze3eZRd1+C8885rhaAKVFTnd8UVV7RCcpNNNmmvUTwrO+644+CYY45pf5sIFpZ+UVpY+hlopqKwNJMPheV0x8LSL0oLSz8DzVQtSmCMMcZMdywsjTHGmB4sLI0xxpgeZslxWbHLLru0NVCNGQWi7vDPfvazyW6GMWYGYs3SGGOM6cHC0hhjjOnBwtIYY4zpwcLSGGOM6cHC0hhjjFkcYRkT8j7zzDN9+zBmqRPPoSeINsaMZOpIsNlmm42bXsuYySAE5d133+2Lb4wZTWFpjDHGzHTsszTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6mN23gjHGmAWZNWvWuO/6fzAYtH+ZapmZOlizNGYGcvjhh7cv7912222ymzKySADqb7nllmv/ll9++fYvvs+ePbv9W2mllcb+VlhhhbG/+K3ajsLVNGPPo/5eeOGF5p577mnOPvvsZpNNNhmJS2TN0hhjzEjwiU98ornzzjublVdeudlzzz2bI444opkzZ06zww47NM8999ykts3C0hgz45GWF5+h/QUrrrhi+6fvoSUG+j3W5TK9zJ966qnmpZdeGltH5tfQKIV+Dw1K3+NT37XNTDPdXnzxxc11113Xfv/CF77QzJs3rznhhBOa/fbbr7ngggsmtW0WlsaYGYsEmITeKqus0qy55prt9zXWWKP903IJzjCvBiHYJDiDJ554YuxTQi5+1771GQJUgvXZZ59tnnnmmfb7k08+2f4FWvbiiy828+fPb2YqP/jBD1phudVWW012U+yzNMYYM5psscUW7eejjz462U0ZHc0yHLznnHNOs/vuu4+p4cZM9vMoYoQ/d+7c5pJLLmlOOumk5r777vPNmQZaZQTkBGuttVb7uf766zcbbrhh+z0+11133fb7y172staPpu30TEiDfP7555vHH398TFvU8tBCdQxtH5plrB+EJvmb3/ym/R4mx/vvv7/9/sgjj4xpqVpXJtrpzJprrtle87hWe+yxR3PyySe31/O73/3uZDdtdISlMaPIKAccGDPd+K//+q9x/0ffO+yww5p77723mWwsLI2ZogEHZtGQZhh+SGmOm222Wfv5yle+cux7aDlaV+kf3D4jjZQBQ6EN6ru2C60ztFIF+EhzDD/lgw8+2H6/8cYb28+77767eeyxx9rvoWFNd+3y6KOPbm655Zb22r/3ve9t3vCGN4zMoNTC0pgpGnBgFp4QXDKLrrfeemM+sW222ab93HLLLceCdpRDqe0EhaWCb+JTy7mu8irzcu03goZkno3PEODB6quv3n6uuuqqza233jpmmn366afHHXe68ZOf/GRscPrNb36zufLKK5vzzz+/2Xbbbdso48nERQmMmaIBB8ZMZ+bPn9987GMfazbddNPmmGOOmezmWLOcrnAUO9NytWZKwIFZ+P4QGt3aa6/dfn/5y1/eapKBPplPSdNrLm2X+1W82PU/q/PE9tICtd+AKSdcl8cOdtxxx7H1brrppjEzLIOIpjNXXHFFc/XVVzfHHnts80//9E+TapK1GXaaJVRXvzHBeSZ0sJkScLAkCL/QW9/61gWWn3baaWM5f1MdlaqTWXODDTZov7/iFa9ofZSBTLMqRSck6PLyCq3LPhbRsBKM+p19MqN1I/pW67761a9uv0e0LSNjw9+ZjzcdOfXUU5uvf/3rbXDdGWecMWntsLA0ZooGHCyp86uItJnpIizN1ObCCy9sbrvttua4445rzjrrrEnz11pYTnGyyUeflRmIeWEztZzWdAo4WBy++MUvtn/TGfYBBdFEUM/GG2885n9ebbXVxq2bNUAtj2U0neZtoh8x2EeEWVV9rHrJ09rDvqhjRcCPzMbbbbfdWJWg0DC1P0bITtX+/MUhz2Oc09Zbb91MNhaW0+BFICGpDsZE6PiuMPWIpJMZhx17qnawyQo4uPzyy9uAg1NOOWWym2Q60Cwf6gMqYRcmWAVprbPOOuPSOXSP+9wZPEaXz1LH1kwjhEKzS1jyuDLJxuwb8q2G1i8zLC0dwwSzWTwcDWvMIgYcaEBijJn+jJxmORMCDpZkwAILNcvUFKYl5WnFC13aZJTVUmktFWoOEw4DE6xlTp2AA7Mg0gqjX6g/hGYWWqS0M82PSI2PGhkjYLsKEAyLgKVJlkUJsoaZ1+3qe+rf0acjKEmpS+rDsZ1Mse7LM0hYOuCgmyrEPExMMtNohoQwOSm5OYSlzDUMi5fvI0yz+j06nCNnp07AgRmeIqI+EHVfw1cZRHUeCdEQXllQ5RiASlhSsFbTb2Uzq6BvketQyGYzKgV29HOdR0TxSnmIOsUaEKsv270yjc2w4dzNM5Pzb7qE6pupgZ7Hqqi/Ag7iz4LSmJnByGmWpoZBAwzgidGmZkzg3Huac48BBnmUGsToVFpmmHU4Mu0zDxkzFTTLsLSobmv0kaqEXV/RgYnQtT61xEXdRxD9WIFKG2200ZhmGVrlww8/3H7npNNmyWJhOeLQN0kBKWEXglLCMhKuh3WUEKDyZSpkPjqfphYKP4g6YETYKYo2z95ujDEzDQtLY8y0gcE00iwjuEeaZSxj2TnmUeYc5fjk8mEmd1ptmH4yrFqPmOggNBeBV1H1CNqL8ncBg37MksXCckRRx2Okq0ww8SnNMDRFfY8AniA0QmqDDD7Q/miK0vZxDE06G9qmOl5XAJAxo0oISz3XYbJUNGwIy0qoCQpECs4c+Zr7QF/kLNfPJSjz7/wenzwey+GpbF/0VZlhVeDf/XMaB/gYY4wxo4o1yxEkRqgK0JFvMkpeaXQcmqW0yNAGtY5GnbG9/I0MR+eIlsFC2j6+c9YDrSMNMwIJpLFSyzRmVJB2F8+yysTFrDHSMtWvRC4VmU2t1TPetyz2VWmJVYpI3ldezj7LknvxqYC+9ddff2wS67lz57afUYrR/XPJYmE5IjC/iwJMApKmpBCQ9M3oBVAJOgo1dmIKSwpZmm+1PwX9hI9EvpEwzeZEaGOWZH/IdL382XfotpAACaEiX1/XPrpMqFXfycIvtyFvvzA+yyy8s3mX62rAHO8FvRsU5Bd+TLlPus7bwnThsBnWGGOM6cGa5SSSq4VIQ2QwT5hY9Km0D0bm5Wo+WkbNUyNIVhBhABHLcEmjjXVzGb0YrbLyj6qGBA78MUuyP2QNq4oyrb5L2wqtUmZYBvVoPzxmbgOf6b58RRZi79OGK4102LXQ/qsyejznMDGrso+06eirLLBeTZyQv+f2mvFYWE4CVV3XEHQKdQ9Tijq6PqND0JSkh7syw7IQAc2w4cfMM7/HevpOAcnCBhKg8SLiNGAKXQ+hKR+py2yZxalzTJ8c+4rQcg7y6NfTMxtuCwmOeJYpcNgH2DfysiwA+yZZn8i59q07zFzalYYS/VK51hpcx6BWg9k4X0a061xjmZYzp5qC0y6W/4/NsMYYY0wP1iwnYQQt7S00RZk4Y/QrM2uYYFkUXetqJM2ZEWJfLG0nOFqX+ZXJ2H1mqdinTFrULHWs+K7fI/JOJp8YqTISl5/G6BmrAtTiGZd1RZ98DhmtTc0ynjdZObRuTPAsbSuWVRMEUFOrtL3szhDqT3nWEu6DZecmWnou51QOMz3ndup9odzL6I/SGuO6UnOUxhnXTJHuun7xv35nvvZ8z3trYbm0YWdjuodeCCwuoM4dn3pZ8OVQmU750mBYPM2wFJL55cAasLm9WQhnYanziM4YAjN3Nk40bcFpjJnKWLM0xiwT6O+mdYVTzMmSohSIGJBxgFZZT0KD0jyt2i58ltovA+JYwq4vjSSXvsvTcXF75kB2aYtdvs5qIMnBLLenRYhBQDpX+WlDs9RgNa6xNMTQFjmY1Xelh0U1oGpihReQKjZTLUUWlsto3sno9NIW9WDHp14OfFEwuKbKt8qaIAN79Jmj3ERezk5AbZJ5lgxCqmY+oUk2PpWLqc/okNU8ezO1081090M28cuiEhGdMidyzkluX80YEgJAyxUVGnmHOkZev6tcnZZV0eN5/SrKlHBbBiXpWOwDXfvQulVkbG6DjqHrF31PplUOFqIvat14z6idut7s1yE0K/PsSxCaM6kPO8DHGGOM6cGa5RKCoz/6+KRNhk9SGqX8lPGbzEaxTOsymKcaVeaizlpXI0Jqllpf62qULoc/Z4vPI+kcvj+sgopGzdQsGTxALbMKGphJI9SZAH3fOV+XU8zRohImRPUBPnM0f8rywWc5lqkfSbNUX8jtGZZjqeN1lYrM5lRqiEzJYD+Kc8/WnFyRpzILd5mCu9D6un6hreu6R7tk2cnHyMeOY+g+xaem75s9e/a4VLEg9jmT8jMtLBcDPsQ0tehhCwEps0h80g+jdbNQ1HdGs/Iz50LFPnLgECNgYz2aWfmCySXu8iwMWVjGevlFEMSLj/uVkNQLMTqwOloEAg0rmTcTOt10h/0hns08SAzhqMhvCs74zEIuXvQSQtq3njPmF2s79TcGtVXt02c2fbK/BDkvOehK6mfd5CoHlMeqonDjPHP0bZwHBSfbWaFrEteatZ0VgBfHYN+neVb3i+4Vvn9m/981VV+OfjyTZiSyGdYYY4zpwZrlQlJpfcx1DO1Oo+YwKyl4IUZ60gAZxddVsaM6Btsg4rjSKLX/GOWxModGvDRjMbeNWh1Hirl6Sk4zEUyL0T61vkatGo0y2i5GpszP1HGrnDgzNdOk4rmXtsdZc/SM0LrC555pS1XB/liu5z4sNjQdqi1dBc9JfsZpPWHxdOY200TMvkOTbFUGr9JOcz+TFs3rwOPSJN2V8hXE9WXQkqw51PpzlLC254QM7H+zU8Bf/F65V6Zr5R8Ly0UQkBQ0+qSpiS8Fml71QFIwsGydyL4SfdJ/qfbQVKL9hsmF/gUmSFOoB9FuhvHnNqo9w64JOwbNwsz11HUIk6z8KhGuzvxMHbcqvTUdO990IvvqaXJVyUYNHOOZ03NI82Xc9+zXo7mVPjL2v3ie8kC0qslaCcv8bGfTauVn7CqB1+XfzNG3XBb7p4+UUeq6lpUpuG8qMQo9DkiYr12dH1018an3xIuIOGY+N88zl86r2jmVsRnWGGOM6cGa5SKU5GLgShCjaGlOYXJi8IJGvzRpsPwcgwmq3CuuS/MJR38aySmxOMycMm9ytK71dR5BjAaZvE2TWBXdx+NSc6RmnCsKxbEYNKDrFu1Um6lh0rTD3K4cBGQT7WhZXKTdxfOvCNfQJvW9qyA/C/mzRFt2M1ATyppT1hhzMn8X1bPEfqpnnznGXRoio0RFl/ukCmDKZlbtdyJ5n105mtoXNcsqmK4qXM9ruALOX+cU2zMASNYhnZfWmS791MKyMHHmGRBY2i2EooShTE3ZZ8IEXxYMYMfLPho+VDmCNS/LEXYSjIwy7fKFVnVbc2KyoHlMx+p7aVZJ6Dn8nWZfDTJ0DiE0KUBlTmatS6eeTC6VOyDuqQZBIRxlco3vEpJM+6DA4ctXz5oEDwsYUHDw2GxTJfTyMj6L+RnP9VCr6G8ti+dUz2p8zps3b2wQyHQYvjs0oK6KglCQ6VmngM2DgmGDxmx6Zl+sot+rgiY0ey+PwRBN6F0DlmrgP9WFps2wxhhjTA8zSrPMjvlqhFyZDlk8IJtZq8Lm1CZzVGvAHElGkFX5X/o9Rnn6nc52mq40couRLHO+hs2swGNwvkuavKqIP+4vBydlc01OwuZoVKNVjexDW9f1zWZamXlo7urSMm2qXTbWFxajUH+IvqIIWAbzVLVT2feoyTFYRBprQOtKbp/uPT/1vbKKVHmGYcmg6ZEBbw899FD7/f77728/77333rHnM7ZjlDeLkTDvOth0003b2rW5tGW0Re4IWVrYn3gPSFfEbRXhGp8MwMnBQ9S2c+De7NSfh93bYRHtU1XDnNbCMndumgizHV8vbdZvZbK0HvR4EeS6rVmwdEWwDpu1PId0i67IvOphpMm2K4ovC7iusPrctrx9TuhmO/Nk1GwHBxC5mEOOfmQaTryM9CJhvUqmnlTmsy5Bn9ttjDEzVlgaYxaPriCRqsILc3g5fduwQWAewDHYJ4jBEMvl5YFh135z4FxlXam0TWppLFX32GOPNTfccEP7/cYbbxxbRgsOB2hqU2ijjH0I7r777ma77bZrv2+//fZj/s0Y8HGWD+23yvXsI8cOcIBfWdR4TapKRLPhk1R7GPRT7Sdf46oA+1QarE4LYdmV95RvJE0JrK4fnZBapDRI1mqltpRzufgQ57qs1YNJU1Kl9TKPiZqRzCeMjKUmq3XDDMS5JKt8SJqbGWBRXdeu61u9pKqX6rBOXuW98eWi73GPZNqTNsnJa3nO8al1OJFtV/DHsIjImUh1j/nC1UufgjCb34eVa+M9p1Bjn2WQCYN9GDzHPlDVUu6rA8vjMJmfz5+OHcE7t912W/t97ty5Y23reunnwKGAz6quZUzWrDzUuFaMGA7ifCvzdWZY5C+vax5k5HdDjs6tAn9m/d8xWIiENabjminYkEUXGF1fFTAY9T7nAB9jjDFmOmiWXZqNPqvvdGpTi2LlGgXtxHeOWPWpkRNNEJWTPY9iu0ZKOdiH++EobiKmFmqT0qIYAMMUEY7Wq9Eb285KKFU7qE13adB5JMxlTBvIx672xWALwRkrZK6iNhkaJ3NOdW2qY3X5N6t7OOoj3yVB9uuzD6mP0OJCsym1kCoopTLpMVWDJlDCe8z8y67UpMywKjJZW8rl5USUadQE032pVNX+uX6ch/YVz6mWx7H1bGtZV05q1faJBDNSy2RfrHKqqb3PmjVrbB2mABEGETHuIAfxMX+amveol8kbeWHZFZRDwVK9qPldNy46uUx5ETii4JHK1NElvLL5MZtCc+fgS5e+EJ1Dn6mIpisKcpp0c5kpThc0kRd8VbQgjtFXUouCky/EPCjIQpU5bTnqN9f/7BoU5TbE9uqAYQJSDmw1WTDvNacv6sq1qwKyZprplZOX69qyhKOufTU7TRY+FMLxmScVzuiax2CIucDsR1V0bJdJtto328o+x369uPe+yw1QRRezPV0M6xv5/Kt3JEvt8T3V1Z5ZxTuOdXT5u47BGYkoLJk/zfs/yr5Mm2GNMcaYqapZVtokTaOc6LgaYTKYR3CuSQbwxD65j0p7GTbSofM7F2LmJMtZ44rz6UoNqdal85+zBVQBNdTYqrZ15byxCLq0iio9Izvpq+vOQKjKxJn3kc+d94HaCH9ne6rAEV0ztjGeAY52FYzAT0YlVprwktA0RoWshfCZo+lV/YXpVdyOpjV+zwFklZVF6+YoytwPdS+6qlRV59Rl5agsKl1aNoP8uoKF+uB+WQ2H15A5l/k8KhdQtc6wNuZo4K6cSn3ynTIraZZ5e/YNBkRyH3qfVKbueGa63DyjwEgKy9xhaQqinzFP/Mokfy5nCanKl5J9h1kIx+98wVc+C5puaA7lSzkL5OgwjPoTsQ9G6lZ1ZvkCz/4GPmR8GbHtlQ+D+aZxLO2H5k3ODsL2VpGQ1UCgqvGa74HgPYj25Cjk6HSViZQCTs9OmNxpGmJdW/o6dZ4SnPEbv+eSe/k8phKVgMymVwrLPA0WfZY5olLXkgNRHpflHNl/s0m8K8qUzzIHnZXQy3CfVRQtfYHaX5w/B+hqw8Lcew4QNODgwI39qIqSr/Y1ERdFHsAPm7CZg9K4d9XAYX7R5+gOiuWM5s39NpfGqwagoxgrYDOsMcYYM5U0S47uWFFnWBFzRsXFCESjmxih5cLgWUvQMboCaxjswtGkjiGNJAczdOUt5uLoHGExaId5nxqB0lxDJ3xckzwa5wg1O+NzZZ/41IiZUcFsG7VcRg1XWibNu9QCqiTlSqPn9aPpK/ar89M9pFYdn8ytzEXr+ZzEOXCOxBw1Hb9Lm46qQVV+IM9vVEa+CwuDsphDSXMrtchsGeG9orbISb2ZU0j4fFbFuGmR6SooUBUEr+5F1sKoRWWNlK6BWFdti37Gd05+7hfmenO+z9hvV3S8Prs0y4mag3nOfcUaaJHLQX4DaKdVeULd82hvjpzmdrTUZdcGv49a/xoZYckXPH0l8VDpweJUWPqdfkqa+4Kc5E/fYtwImYpoTqgKAsS6fIAoXLLZjv6YXL0ih9BTKOY6m1XNRT48FKyK8NUyloHLZeuyryDORQOQ+Bz2YqOJLraTQMkRbSyIwHbruNVMDhRkFNgUkBLOPDf9Hsu4PJ8HUxvy9WWxB31q3ZzaMKyYwah06j6yQOILknWQaXrMvjV9VrPqcBAT9y1PBh774aC2Sk/RM8SXZi4Iwpd2NvXyPLuWd0Wncj2aYTWTCttYDf4qEyPPP7bntGXZTJnb2uWH7BOW1bOao4Kz75g1saNdHBC8lAot5Ah07TsL3MrUq3VZlSm7uLLferL7l82wxhhjzFTRLLP5TRpXaJMahbFCPyMjadKp1HvB8kwxEqLZqBpZ6ncmvNNMRVMpzXZVwm0eWWp7Bip1mfvUFu6PI3q1R/uP/9Xe+KzMStRiqcnlknxd94h5n7E9NTxp7NW1pMmMI1CWG9R9C01SxdNZzq7KrdT58vpqu+rcczF83q8cCMX9VYFKU6Vcl8gWDmp0oVXqXjChvKsWKwPiGEhHF0UOQKPFIEdG8plSW5nD2RUYMuw8c+RyV56u9llpYXFNVJZOlhxqlnm2IQbHSTvT72HB0b6ir1aWqNy+3O6Fgdp53meuW0vXB9838xEYxLKS1YTXce/UryvTMqOB2Y+Y8zyKk71bszTGGGOWlGaZg2WWFNQy6KfU6C0+q4LmedbuPFLKqQ3ahtvRtzYsAIUO6dgm+27Y3hg1ShviutGuXKydlYPom+BIuMqDyiPMHHhBDVHtyNe4yoPK92WY5pRzQauSgvJ90afL2deppdNHKN8ktXS2mbl2LBXGe5tnmo9PBq5oXwwGoiVB29GPG1oQ0xx4n7n9kkDXa1lolrwP1ArYX+iTrLQwBopli0q1neC1Zh/QvvSp/fblHDK9IT+vgprKsLbRChLXZd11122/r7feemPt0b7iOaGVSPuJsnYxOwmvd+xH/k9au6rcQsYnsEpO1hSra6F90Yec3yO0MOmT7yEG8LyIYDotY3AhrQKcb7e6R10Bdnp3MFZgSfarZSIsr7zyyqXbEmPMGLvvvvtSuxp5sBcvSApIDr4q0yJfvAwe48uSJtkcGMKcY+Ylh+DMBTYoeIblTeZ1hgXDUFjmgWD8XwXcxPWR6XTDDTccW6514ze6M7Rt1H594IEHxu0vZhpRUB3XZXsIB62MRK5KaVbb5XxQFibhIFf7pTCkS+nFJCwZORz76lJg8rViFDKfMeZ5c8YX3tPJNMXaDGuMMcYsKc1yzpw5zZIkhywzjSJMFDJrdplZWRxd29Fkk1MJ8gg6j6ByxRCaJ3Pl/zzypAkq2i4TC1MQaDaio5ujRo7Ycv5TVwg9U250vjGa1awbLAtGUzDNnwx2qXKomJtZBXpkE1ce/XHUy9FojBw1K4hmYWAIei6hlTWUXDZN7eCsK/qdz0nsh7OSyJzKcHaWFmRAg4KXYn7D+Au0bGErukwW+dnKo/sqhaYye+a0Gmqq1XyFuo7ZhM8AD85dqd+70rkq9wC1tEojyc9itQ8WB2d6jVLYNtpoowXmvoznq5p4IbahqVXbK2iRmmV1b7q0XjKRSkV891SpPzTvMmiHZR/nJ7cMrQa5klrlNqrMyfxO7bQqQTrZJfBmT5YPhX5EfVJwspNWL88qcpFJ1Iy4YxEBbc9SXexMVW4g863yd0GBrBcthU8lZPkiyR13WHt0fvn6SOA8/PDDY4Izd5icSB1+xSrxmNeV2zAKuS9xuuqsPLfYrwQVc165PduTk5T5Qozv7OT0ZardOp8QkPIj8blmZC6nFWLEbZUHpmudJ5geRfoiKhkpzBxmvlir+sDxSaHGF11+jliWkia56pnLL032iyr/lXQtG5ZfWfUFXTf54OWz1P9al/515mfK5Kp3WigC2jaWsUxcRfW+qPobGSZYqqhwmtgpIKtrPB/vJBZVYZGXKuK2KzaCwpL7y8Iy+8KXNTbDGmOMMaOaZ5kd8SwBFZ/SELNpsIoWoxbF6LUcwUvzHEdVNBswUKCrskZVMq6KBMvbqG1VgEQ+RnamcwTGEVYcW1rZI488MjZRLbXfajROM5g0YZILI+f25sAEmqQzXYELal9el9esmtmEEY+VBaIqRB/3R1psfDIwIc+mQbNZnt2ClY9yDuJUMcPmvkdTWFdUNe8rn28+W7r+efLnYYX1eQ/1f8CcPj6rXfvI/SibjbtyLvNxs9bJa6VnSlGxNFOGWZ9aNits6b3GABhew8pyVs0KlNs77FnjeeZzrtxLXRMzDHODBAwQormUljCWnAyydYvPGy1CWt4V1DTjihLQJ8AHhL5JvvizH403Jj6VdhAwFSXXrGQYOv0iXRFmlS+BbacvkEnG2UfCfeXfad7I6/JlxYc4HjwJSX3Gualj5gcs17Nlp6PPN5fyqtpIKtNo9TuvIVMW1K64f30z0fOa8JmhaZqzHuh8aOqluZ7fRTUzg46pdbM5flGTxkdBWPLFROFU+Zk4mKAJlS96vpBzFC2f7zxNXWVq42wxagNN7fE9F5mY6L2orkVXulaVwM96xF0+WZYSzG1j/4tzz4PNSuDruvcJy2owke+pqNJBsp/yxWQij2VVBGwuZ0nXTb4+JA/IcslPPoOTISxthjXGGGNGXbOsRuU0AQYavTAPR3QFyRCWzuOMFdWxGUDUZZphWT7tV078XDh4ojlCOfJzWOQs2xYmRQWrSKuuzFp5H9KyuK8IPNC55dGo2lIFIeXr02cSE7FfBkloWdU2ngujLhmgQO0om8LjeWKiOy0X2bzN8oYsV5YDWkYlWXphqKKysxm2ek4Z4MNoZFoB6OJgEEnW1LLWU/VZ7YtR67Ed+z8T5nNJOZ2rPrvcHblAQ5d5s7IoMXiJptVoFzXrHHE6kRzJvuILmco9lV1LeX9sP8sPVpHMLxVlC3Mh/crq1FX0pDLvMtq30kgn23Iz6cKSJgheNAk1CsA8+4c+qa7zhZmnieGUM9keX4VFV1FqDG+m6ZWzqFcm2wpGAvJacNvKjBvtkmCk2bmaqaQ6Jj9DGCiKNo6la8XpkvjZ59vpOh+eF69PNoHG/zw33oNsBmTUNDsuX/6MlFZKDwV6nD+fNV1f+or7/EtTjYkKy/isosC7UjnYf1mVJb9Ec2SlfuczJ2Ib3R/6iZnSk10xOqdhrhN9p59bn1X/4fJKkOXtKr9gvv66Fvq/mqIsC8s+82OfTzdfAw4Qdf0qU/j8wp+afa8c1HCwxBgDfTJ9TNvRREzFaFj60rLEZlhjjDFm1DXLamSaf2edz6yS57qWXaW69MmiBF2j6S6zQ2ViYlsqOFKcqKmkgpMbR56gtC862WkmqxzolXbG4zLnkHVBq/PhthxRdwUkdF0j5lXpHBiYVWk5vJ8cdVb5aIy04/1koJeocu1yMAI13RyINFUiYYcFJHVpfbwG1IT0zDEgjHVCaYZlNCTXZbRspVlyzkSa0qt2Mkm+K5CuKwpYy7q2q6Liu4KBurT2vJ9sFs+Wn+zKqe5TbtOw9xf7TPyuPs/Avy7tVFTuDq5Lawy1ZVrtWOiD+2WgZbaU5Xu4rPubNUtjjDFmVDXLYZpc0OWHpC9EyzRiYYm7INv/ua88A0kuVUXfJNtZjcwrjbEijzC7/F48Bmecj/zJIHyMGpExT5AVNKoRL6F/j3NxSmMNfyyLPWvdPp8BNcCu33me2Wekc+Jx8+98duir4gwIrNqk33nsatRdlWDrCkbJPvZ8bkuCJTnTD/sCUx+y76lKidH3fF8YVJULnmtbVsqqfIVdOZnZt5jnyYz96rnvsg50pRxU1pHq+cr7yO1hQEo+j/zuyVBzpIWquvZ8/3XlTnYFZeX3G+8TcyqZjpVzL3XsFfF+yQF2LIIfy2jtE1XgEJ+3CPbjuTLeQMeglrok+9tEKtRNuhm2EpY5B7JKkhZZQA4LkuHDmCvc66ZSgFZlv/iQ9pkWh62j36qbz2300g9B9uijj46ZYZlUL1hCqzIpBtmUGcfSdQ9hrPX58FR5bnkfpC//i9/zgGNYsFBVvlDtZNRqNvNpGaN7+TLLQiBPC1XNwpBLgfWd96LgmX6MGZ1ZfmyGNcYYY0bdDFs5pLuc5ZV5scvR3RdmzFSDPMNIEJqmNLUwA+Scn65jdZkZu8LRuT+ahJjGEETuocq1hTal3ytTJmc6oKmyIvalmT/0mUt28dpQ6+oy11X3o9K+qnXz/7Q2KP9Sn9F2zrdXVSXifqgJUiuuKpqwjVW5NRblX1qBBkt6pp8cRKHUpzC3a5afeNZZ/Yk5rbK+VJMcM50pV3bRdxak573g88VjVykb1P7lJoj2MHUrt72ySIl8D3OAS7U/ukZ0TnHuTL9gEFS2XER7OdkCn9sqdUR0Bfgw0Ij9he8F5ldrxp1oczWTD69FVfFsZZQi5fF4vfXujGWy/vA9o2WxT1VYi2uidjKl7aGHHhqrUNblVlkWjIwZNk8u2peTVe0jqAQko+24PaPzaPatBJLs5l1mXnbGrii1LoGa2x3r6qGQgIwHm21nB2MEoF4k+eXBfQe61rF/+ULjmHzg9fLTQ0sfLmdU78oF6zNPVgOd/L/OjUJd14Q5WrwOXdeV+2TSe4ZCMUdpcxCTzbBLmiU9009+OdN/Tx+44H3l+QrmuRLOvlL51bKvuRrMVW4CLuc7Ir5L2HOQyIF4V58b1s6AfU7tkLCJz6pMXH5HZWHJerd9fumutmRfehZ6vKbRLj1L0XfUf+iaqJQP5iDzPFgwRt9jm1xyUO+UPBjnuyzuF9/PdLFwcKVP5kQ7GtYYY4wZMSZds+ToT6OKGD3oOyO5qvkCs7ZI7S2bQBk8wtEPAz5oumCZsyrSr2vUN8x00rVdnssvmxxzVYxKs9S6MVqTGSRXKhI0JXGkWFX30H6lYeaqRbkI/jAmMoLv2i5rxdQueP2qY/A+ZFNb1Qatzzw/mhq7yiFOVSpzY8BrquvA/OUqUp1aDfNRq4hMraPrmzX9XCyf+660RT33YV3RvqqI57z9RFw50mqkWYaGVpVC7NIs+R5itGhXnnImt5fPcG5/nKc0sui/em5pMaOG3/VOqqJ9l4eGyYpJND1TO2XgnWDFrsplVPVnnvNk9LlJF5ZVWav41M3NifG5rBWLFtDUmX1N+qTPjQnXudBAPMzyK7B+aA4974uQrW40H0b6OWiCoKlEbVTbs28jR4nGtjznqkN0TezMjkuBqpcEX0AUlvQ1ZRNoDt1fmDJxNI/LZEU/Ck3lHFTlDppNWNw/X2L5uPTb0G/MJPypJiyrF2uXgOD9zqXR8swQTFBnGk9l6u6a5itP35TLLvI5oole+9D29Aty5pP8juB552VZoHNmnGwq7Hq+qv9jG+0j/HV5Ama2o2tf2YWRizLENdEgN55Zvmf4rsrHYd/JqTOzkTKUf+e7Ndbju4ym2mpqL7Uh12HO59QVn7KscDSsMcYYM+qaJUcpDGphAiwLN+cq+Tnoh0EuWbPMxQeo+egYisyKSDtG/VWjuK6AHQaH0AlfaZaV2SFGhTm4g4njcQz9Hm3PCfgxamVULwMkch5l1hCr3Em2lzmtDCzSyJWRvCIXk6jugegaPWbtIF93lk2rzIgBr1MuaZc/mXiuaxUjdZ0/czmnEjnasTLjdUUH01waxD1nsWtqSHyuc3/J+c6VK6KC7hJCcyDbpu9hmq3mLO2K3O46BrWzTFdpvPw+0DKWmRvW57Ilq7LQMIBHGms8q1rG65Ofe2qUum40m9N0PgvBXtoX7yPvP/Of8z2NdaWF5tlKut6N+pxMzXLShaUxZtmSzVs0vWXhRrN8NqflmV6YLsKXM90dggNVmvdy+lgW5F0xANnVQBdHCBDOEKQXdTUjSI5rqAazwwZaFVlY0v8bwlKCnFHY1fY8NgVkCEaZXCUss5uginalQGIKFq81U1hegGldyxhRrXXzFHc6XjVgZgRsFuocmObrPqOFJTtK3HhdzLjY1ahQZH8jK/FUJezY+al9SaNUCHoso7+mGulVQS30PXJ02zciYiBEHt3pHKoUmFwFSB1GHSn7LHPniGV8yVVT7vABZrsqzZovKXYq5mjRl0Tn/rCgAWouulfszPHM0N+l7bh/3s9KOHRpA/SlT2aelzFm8hgpYUkToQQDRxPxksyCkyY+FhfgKI0vXJppFTkXL2/tVy/kXOaMQo/l33RcOtY5uuNIrQo4ormPI/2cB0gzT54EW+epc+BLnfMJckTLyXLpbKcpJWsgHF1z4EHBwaAHBj/oPGhijuuve6BzCxM8E5arWr5aFudL02w2xfE5yWZGai452Ik1SHktp4OwrKKKcxk/XucqSpaJ4111mzmrTTYBZvN7VZOXfaEyj2dTadbsstakCFbWlGW/zzP36Bg5iprXjTNmTIQu10Y2U2eqScnjHVMV5+ganLOfVGbvKmI495OXYEbOA1i6qjgfLN9bVdnSHFAkqoCyKup3WeIAH2OMMWaqaJYBTV8abcRIkGWiZILrqlBTmVy1Lue+pBZF3wSd4lXR7FhX++Dca5y5Q/vIeaG5fFxXdZ0c3j1sVMXRNvef0z50fXNoPoObGOBDbZDt60qXoLaSfRvZZ0JNVecnP1KMnJXPSS0+2igtgOW2tL3uSRDb5NEqZyxgsALX0ag9fqOZmhpYlcs51chBHXHevP4MvqgmE+C1pcuB/amqDkQtpSvYR/C5zxqdlndpQHmZ2q+2szIVXTE55YQpY1V6GbVXBsvkvpqflTyzS5VzSq1Y7Y1P+gInkuOp41caIiv4sG9UAUcv4Z3EtjNljBalym1VnXOXZl0FVE12nxtZYUmzQGXeYYRsVUeSs4ZUuWA0SdIUR6dylb/JlzYfCEa3cTsGIWQTEoVFFiL54ecDRiHM7/o9rpHOJzoYX0Jah0EOHHhUifm8P10BCHyhZYHKFxsFdizP5q8snNiJ+WLW/eQzQNM0Sxnq9ypCk+dLE7z2Ffe1uu6T3XEXhxxwwpl74nyzabLy9+fBA6M6KWTZT7vMaZVAErxXdGvkaae6Bp7aP98nFEQsAycBSsHJ4Bv2mZznW5WO0znl73wPsZxfNbUc3RY8//wsVs9lVyQ+r0UuNEDXEK/VoJgNiDEO9O3nWI18jNw2mvc5yKfLI5/bZGAzrDHGGDOVNEuRw4nphM4jKDrh83c6nPlZmStylGg2UVQTIFNToUZahc1TsxQcxeWAmmGO9xxcou+V6YsTOlPb5miemkZX0fm8LJt2qoLm1cg2jw5pSsr3MGuAORCHQQWVVpLhOVfXusscVj1/0wFaJ6QVxLPD7wyY0/PHZ4jaPrU7uUtoueBzUUU855lCcjupQdHqUBVaV/sETbbZ9NjVl6PvSLNkeceqYDjfN7mf0zqSr0m0XW6HnHKh86wsTrn/5/6V+29l4aqsBewbOepeMCCQWj/dL7wW2ayb28bl1SwuXa6fZc1ICstAD0WO+pI/gReYApJmgWw24MXO9WBzJGVlBuZxh01CXPnndBzCaLrK78LvsS++uKoo20qwxvYSltF2+qNE175ye7sGGDSdVqkYvA45BSZH8bENfAFxpgbti+dAc0+8jNiJh92XPHtFZfqqzOrTAQ6SWNKP5k0OEnM0d94Hrx+3Yx1QUUVL8h5WQnPY81fFLvA5qhL7uc/K9JgHSvKLa914F9EXSj93JSwoZPQ7U55i+zzQzC6pShnoIkcva7vKbSXY9ny9l/+/dXUdWFyBNaZ5P2gir/yYXB77UNRyXJeqlOBkYjOsMcYYM1U1S2oGGm1wYlrl5+USWBzpViOaqmg2g1KqEW920lPb0SdNvV2mkKzpcpTH/XIdjmypWdFsmQM2srlwWNAOrxMDIZjrWY2+c2QiTTAcCev3ypQSyzgyHTaXZJ9ZmIECbBuvX5WDlk17agvLh020sMRUhfcvzpcaOjXEPC9jNnvzmaU1I+cwx/+MOq9MfdQwacat1u0KcGH/7ar8k10q7E9drhFGY1czGrFPUbOm+ZbaJEtIZnKULam0zMqEmtetXDDcrnoPzZ49e8yqp3OmRS3PXlSZqivzdyzT+cd7XnNexv4q98hkMrLCUsSDJzPsY489toD9m6YQ3ujKTEGzA1/gNNFV5tdsusj1aWk+GebXyyYPdkAWNuBywQcxh6wP8xFyIMDlPBZfTJVZjSalyoeY00WysMwdsHr4q+o7NO8GVaGK6jwZms9BEM1kVVJ0NevNVJ5dZGFgX2CEKAVjfn7pA+c+svDNMKKcKQeVCTD7vLpSI7rOJ++3jyxYqxQHRoNW5l3ug+8ODrKrWTkYJcvjc/vKtJrfM9U14TXsipjN29H1s+qqq45952TMVYxH15R91YCFA6sQlIpKzvWbRwGbYY0xxpiprllylBpqOs1CGqEwaKUa6THPhya3PpNjFQHLdWni64qArbS6nB8ousrr5QAXanVch+fANlajY9Ztzdcrn6egFkGtry9iudIEdbxs0mbUZTXC5z5y3havQ5fJJ18TRoJSo+oqLDFdqYJ9GC3ZVWquKnfG56ya0Jnb5QLcw5Lr1Y7FIZshc9BSjpCtgm+oWVaaXs6zzJaWqh9WbQuoafI9w31UfY77yN/ZL7NGme+tgnlmz55dzudJ61N+33ZB02v0tccff3xMs+RsSKPW70ZeWBpjlh3xgqJZujInZr93FqyM1o6XHs2sQbygNcBloRGmogyb4SN/74oMrYRiLKuKlFRRt3QpUOixskwlvLM7qIrKr0yreTLt3HZG7dOt0FVEoBKAw65RviY0Mz/zzDPjXBM6FiPTsyKT4XWla03CMvY/yhWypoSw1EWO0YgcwFVOV4yCeKNyME/Wxqh9ZU0r+x3o0+HoLrcx5xlWwQQ5uEhUM2FQe6tC9nkMjjQ5Iq40YJHz2dgR8qgzawy8rny55VFufvCrTqyRJv2m+SXAF5eOVaW6cKYVUvnUGPKvDsyw9VEc4Rpjlj1TQljyZZ0DBvKoKc9MEeR6qHk5BVY1OuJoOwfwVG2skq8JTT5VGS4G19BEVU2anINg8rJsosk5ihwI8NyqSVvzuVW1X6tzzvmJHMVmwcmRdD6nvF+WY6NJqcskVmkMOaIvm+hnoqDkMzBMY+vSWKghxb3MxSR4L+MeMlqWM9lwG1FptzkoJ7cza5DDJjvPzxnrPwsG9lVujOxq0HINCPOsQVXkbJXfmqNe2Y7KNVSZsvPyXDAhF0rhZNLP/V/7+T5hezmI5To52jz2KW0yPhXUw2C6UcQBPsYYY8x00CwrjYlzHooYlSgXKHwiw2z1WfvKIdu5Uk/fiKequNGlWVKbqkyvNKOyQkiXf6XP7MnjVibOatTMICOOGKucQ57nRMLYBf1gWpfVX/rC4yvtMh+vuhc0vcbxZH7VyJkBQDOZbILOGmVXcFjOycyVl3I6k5aHGyUXKw+ts0rrolujK1CHvsBKA8ql3Xje+qwsDHQLdQWSsZ/peHq+4tyq0m9dfmFqyFzOa5Q1S2qeXVaXnOet9qhvsMD+C0VqF88tX8tKA5aWGn7K+AvCrZZnFxlVppSwDLJKT2i+pHmninTripisnOU0D3RFBdLEV+UisnNX58PvlWk2+yx5vMpcys5TRepWUYcMYmAAAUsIsgQVO3zlQ61eNLn0WD6fXHChWqeKJKz+57q8h13THo1ycMFkQR+1BhVdQoqDNZo6q/7C56zqA5xKr3IZVKZEtUOfbBvbXD1rvPdVcQoOZrWMpeqqayaGCUDWuOWgnO4SnlN1frF9HkhTCHPQk/tUjufgRNKMz5gFwVpd9+xq4X713ND0qtgTHmPUsRnWGGOMmW6a5bAKENR8QquUSZZzJlZ5UV1h4yJXkckmHwYFcKScK/Fo/SpHklTOeY6CGXjBY1BbrEaHzIdk2DnNZKzIkU1ULPyubbvKbXG7rtxKaqfVLCvUVrifKtes69hd507NMk8Ubc1yQfhsdOW/rr766mO/01SbLTvsh7RK0JrBY3Cy9Zwyku83qYJMcuR2jmxnRSdO4hDLGWwXRGCKSnHScsHnNpbp/ZMLsef5UnNf1bWiVlxpmcxVrWZd4fuNwVB091T9hNHmy6dzqq47r7f2G9dPJldplnHNsjVnKjBlhaXIps7KL1VNdJwFZxaSWaDpQWA0naDAyv6/yhfCUmtdD0vlM6tmv8gm1yAeRM7UonVjua6FoD8np9Nkk1BX2gkT0mn+4fWrYIpHNofljt1l3q2+57J8uQYnI2BneuTrwsAI4twviISm0DoUmlWUKdel75zm/sr3WG2fYwe436rv8Hc9Gyy/Fm2XsKMriLNk0MfPNqvPqb2xHuvd0i+YBVLXACH7hXN+Jgf1OQ2O1ypnBMQy+nq5fJDudVdaVSzX++fRRx8dJySDON+pYnolNsMaY4wx012z7DILUOPU6Ck0S5lEqGXSHDPRkk1BV/k5ajV9UZV0vFd5StSsuvLbqFEGMapj9X7BfDO1i3MM8jw4aqy07UDXMgf7DDtnRh5XQU85z63S/qvoyGzyzm2nZtlVns9MjFzJJhPL11xzzbHnK2tL1AoZfFNFZ3K7POFB17ya2obWiipam/edz7i0yfjUuyNXGtInte3KhMygJPVFam95XlnO1qJ1mV+dA/K0D2qU+o0aYp4nNF83Eevx+nS917JLhf023j2PPPLIAnmU6n85GGiqMC2EpTFm2UPfuP4PYpmWr7HGGuPSubheNifSXEh/eFVJi2lM3GeVktI1kCKMBpXAimUaTIZpmQPLStBx8FYJVAoZzmjEVJQcU5DTRXgOHPDldShAc+pMNctQFV+Qo+fnp0FwTseSmTVMr/JT0jw9FU2v01ZYduXlVX5MTi8Unzn0Oj+kDILJWmi253elkVRUeWxcXk0plkeHOfc0Hlr5DFhlhNWPqgCnKuCB++e5czk75rBzVdu1Xc5503l35abmF0lXmg7bWQUu5KpGxhgzo4TlMBNBHmGyfBzLbFFY0rRRJQb3VfWncObySrDSJMm2s41VUQJG71FYyuTBUWeXKTPPJpKpgn5oeuW1GlYIoorSy+UFKUxzG3LEbBaAVZRslWPaFZhiFg4ObDj/IAta0CSrCdsZZMbgMD4bXYNIUg2UunKcq0hODg7VXzjpcAT0qO50tJ0BOmpXX+501oyzNs2+F8sZxZ6vcZiBq0Fp9TyzdB6hJst9VfnVLKM3vwiw47phbuXsIRqYT6Sgy1TBAT7GGGPMTNMsRZWywVFVLONIMWuLHJllzakq+1WVfeqqnlNpmPxeaazZ70DtiqP4ap45wdEh20j/SaVBd1UDqoKTukbSFczB6youz9FsNbKtrm/XtbY2uWz8l7kyTg60Cx+m7g8r9PAeVfeKOYfsy7R4VIXEud/8HEmjpGlf/SF8lKwCVqUudeUZVi6aSrtlagiDcljcX9ctrhVzxvuC6qp3XZxf7tf8TktVLvv4UtLCw4L1m9/8Zuw7U0OmYzWsaSssqxuVH2w+CH0CsCpZxW0rEypNKBQuXQnUVbQrI96qIgAUGF3J+jxGZZqu6mlW0Yg0W2X/MNteXcuKat1h1yd/73oh9r10zdKhEkg0h9IFohdymDqVv6j1tQ/9TzMkB3a8x9m9kE2v3C+FQa5LGsJL5uIQlIzcZj1hfVZTufHYFOrcXvvgoLyqc8xiEGx7CE6ZcLveSYLCku4THoc53FVN2edRyEMCMj4V6cprMVWjXfuYsWbY6XgzjTHGzHDNMkZDH/jAB9q/bbfdto32vP7665sPf/jDzS9+8Ytx6x133HHNUUcd1Wy88cbNLbfc0vz93/9985WvfGXc/vryAXOu1LDAlWG/LaoZsDJlVtpXZVoddpwqH00jyS5Nj9tO5Bj5HPL3nEPK73m/wwIoujRID4QmF1pUqqj00ECkWUUADSfilpbJCG2aVlmppgpcYxuqYJ84RlUxR/sNbZLH0O/UrKRNhdmxKrSen7/KfCnzbvRrBTzRssMcZmp/lcZd5VHmiPI8g5D2Ubk2aAnQOT8Jk2ulTXZZs6YTU0ZY/uu//mvz7ne/u/m3f/u35vTTT29NJbvsskuzwQYbjFvvb//2b5uPfexjzZlnntlcc801zf777998+ctfbh+Kr371q+PWnYhQEROJ8hzGwr7A8/Fy4v/iCofKvzLs+NWxFkX4c7uFiZxdEm0wy55qMEfTIvMao08rJ5O5mRQcFBB9Ayn6MRnhyRd8NoEy4pTpStFO+eQY9cmo8xxpq32onYxWl4BkRCr9l2pXLOsyi1Yuo75rUUWKs725bjJL1T2DCNe8r5nQD6eEsDz44IObI444onn729/efPOb3+xcb5NNNmn+/M//vBWmf/Znf9Yu+/znP99cccUVzamnntpccMEF0370Y4wxZpKF5d57791cdtllpdA65JBDmvPPP7957Wtf2/z4xz9eoo38yEc+0lx99dXtMWMUFaYaJd2T0CJjZPjZz3523PLPfe5zrXYZbfvhD3+4SG1Y1iOnKjipy1S5pI81SseYCSPW6c4w0z/NoqG5SKNkfqNMlgzwoemx0qxydZkqUjy2YWESLdN2oQmyhKS0LJVyC3NkV9RnFY2vNoSWVhXhiHOXhqvfo13UABmIw4C+HIDIwCIGQ9GUS82Qmr406NCcWdzkxZTLOtP6ZlzZhTrju+66q/nJT37Sanvku9/9butL3Hrrrdsbnmce6OLhhx8e+nvsJ0onhQAMm3lojLHsjjvuaE444YRWWxRheg2hnY+95ZZbNrfffnu7bWidxpjRINcwlXlSQjMGxhSW+j0X6ahqn7JYB82w9FPmQgkhWLRuCG/6KSVEqtkzJhL/wPPUOcWgQAODeG/laQXjvDiw4BR6Oo8qopbpbhSK0WZdF86+U0XqMmp5/jSNcF2qZthzzz231fSi5qMcvuutt17z5je/ufUXBiGwzjnnnAntr89vtdVWW7UPw7ve9a72oTn++OPbEd6HPvShNmgn2vAf//Ef7boR0DN37twF9nH//fePmWmNMcaYpS4sI8DmxBNPbA466KA26CZ45zvf2Y7SQpAGIbze9KY3NUsCjbpCIO+xxx6tVht8+9vfbu68887m4x//+JiwjFGozCZEIyXmcxljFiSC4/bbb792kBqazt13391cdNFF7UB43rx549adaOT5wgQA5Rl0whQobYnaZHynxlnlHFKDYg4gtTDWN87BR2GCZE4lo2i17sK4EqpiBiyMEMeThqtzy/N2MleVRQWyZkmNnQFOLHJAzZG5pzTTznRtcrGE5c0339wKrIhMlbCM7z/60Y9aU2fwwAMPtH8LQ5hDJBh1o6JzygwSZlcJSplFvvOd7zSHHXbY2CTCsW6e3JgPHguJG2MWZLfddmt+/vOftwIvBNX222/fHHnkkc2+++7b7LzzzuNiBRYm8nwYVSoQ0yUkTOib5HRzNDlWxTT40mfVqFwRSOtSgPB736QIEyW2p8Cl2ZeT0+t8qnSunC4zrBAIKyrl9JN8Tja3LuFo2NAuTzvttGbTTTdthVMEzvzpn/7pOOGk4sl9yGwaI9RPfvKTY8t/9atfNa985Sub++67b9x65MEHH2xHUiFowxwb5tY3vvGNC6wXo95A+zLG1ITFKBMD4W984xvNH/3RH40JQUeem5nGIgnLGHV++tOfbn2TYdqMkRFHkmGWXVifZQjgK6+8cmy5tMAQgPEXgjkTHTbW00THMSKOUXCMhm+88cax9cJ8q9+NmSpsvvnm7aCxi8XN/Z0oasNaa6211CPPqyITrO1clVXMBTu69qnthpWuzKXxllbkZ1WyMUyg1KL12Vc2smpbVznArrKQZikJy4hgvfjii1sTaGiR3/ve98ZFtS6KzzL8j/FXEYL42GOPbfd56aWXtsvWXXfdtsN+//vfH7vh3/rWt5rPfOYzzdFHHz2WZxl88IMfbO65557mqquuWpTTNWZSeOihh9o+RsJMF8+4THcxWFUE5TDipawJeSdC9K8wBUZ0+z/8wz+0L/LLL7987PcoCBJRoRyUBnKVxO+LmqZlzKgyWJS/Aw88cCAOPvjgRdrHRP822GCDwb333jt4/PHHByeffPLg2GOPHdx0002Dp556arDjjjuOW/eUU05p2/Qv//Ivg/e9732D73znO+3/hxxyyFJto/98DZbFM3D66acPXnjhhcHee+/d/h/9YSLceeedEz7GhhtuOG7bX//61wv08ehXt9122wLbrrLKKu02f/d3f7fM+sSsWbMm/LfccssN/eO6o9CnJ9r+vvOe7PNopsHfIlfwieCaSM4Nk0ZEpi5Nwjc5Z86c5lOf+lRbCzZG1+FHiVE368IGkXv56KOPtjVko+rPrbfe2gYghWnImKnMe97znjY2IFK3pOVl90UXCxPcFv06rDhhNQoN8cADDxwXfDdqkecLY0qcambHYcUOzLJnkaTs8ssvP5g7d+7g85///KRLfP/5Gkz3Z2CnnXZqLSnnnXfeYu9rjTXWaLVH/a299tpD13/ta1/baov77rvvSGqW/vM1aJbNNVi0Dd/xjne0neINb3iDH1Y/rH4GluIzsNZaa7WC6Wc/+1krjPjbqquuOk7wdf2tt956Y9ucffbZ48ysl112WW8bwg1y/vnnj/1/5plnDp588skF1ttyyy3bfR5zzDF+JvxeGEyza7BwG/zO7/zO4P3vf//grrvuGlx33XWT3Xj/+RpM62cg/E0XXXTRYN68eYMttthigd8XxWe5/fbbD/bZZ5+xv1133bW3HQ8//HDbDv1/9NFHt/uNfXG9iA0I5syZM+nXzn++Bs1k+iyjWkf4CiMNI3yCxpilx8knn9y85S1vad72treVaSSL4rOMCNYcxRpEVG34xLJ/M3yW66yzTnPttdeOLXPkuZlpLHQhdWPMsmGHHXZoJzj/7//+73aqucx55523RI+30047talZkap10003tbl5u+++ezs4jtSr+K4ZN4JTTjmlrdV8xhlntBV8DjjggOYP//APm0MPPdQBdWZaYnOFr4GfgRF8Bvbaa6+hptUlfbx11123Tbm64YYbBk888cTg2WefHdx8882DT3/60+1vlYn4hBNOaE28se4vf/nLwaGHHjrp181/vgbNUrgG1iyNMcaYHsbPmGqMMcaYBbCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY3qwsDTGGGN6sLA0xhhjerCwNMYYY5rh/D8UYKr1RP/U0wAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Load as NiBabel image\n", "norm_img = nib.load('sub-ex_T1w_space-SUIT.nii.gz')\n", "# Load SUIT template\n", "template_img = nib.load('../../../SUITPy/templates/tpl-SUIT_T1w.nii.gz')\n", "# Visualize the result\n", "npl.plot_anat(template_img, title=\"SUIT Template\",display_mode='yz',cut_coords=(-60, -30),colorbar=False)\n", "npl.plot_anat(norm_img, title=\"Warped T1w\",display_mode='yz',cut_coords=(-60, -30),colorbar=False)\n" ] }, { "cell_type": "markdown", "id": "0f5b8f4b", "metadata": { "id": "0f5b8f4b" }, "source": [ "## 3. Reslice functional contrasts into SUIT space\n", "In the next step, we want to apply the deformation to the functional data. Typically, this will be the functional activity estimates or contrasts from individual participants that you want to analyze. It is important to provide the mask at this step, to ensure that activity from the neocortex is excluded. \n", "\n", "Given that the resolution of the original fMRI image is 2.3mm, we are using here a 2mm voxel size. \n" ] }, { "cell_type": "code", "execution_count": 6, "id": "XIOPZBREwL1E", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 563 }, "id": "XIOPZBREwL1E", "outputId": "a5df1ba0-acc4-4740-e494-35461dc4ca2f" }, "outputs": [], "source": [ "# Apply the reslice function\n", "src = 'sub-ex_task-fingerseq.nii.gz'\n", "deform = 'sub-ex_T1w_to-SUIT_mode-image_xfm.nii.gz'\n", "mask = 'sub-ex_T1w_cerebellum_dseg.nii.gz'\n", "img = suit.reslice_image(source_image = src,deformation = deform,mask = mask,voxelsize=2)\n", "\n", "# Save the resliced image under a new filename\n", "nib.save(img,'sub-ex_task-fingerseq_space-SUIT.nii.gz')\n" ] }, { "cell_type": "markdown", "id": "ba6e3a49", "metadata": { "id": "ba6e3a49" }, "source": [ "## 4. Conduct group-analysis in SUIT space\n", "\n", "When all functional contrast are resliced into SUIT space, a group-analyses can be carried out using any statistical framework (e.g., FSL, SPM, nilearn). SUITPy ensures that all cerebellar data are aligned to a common high-resolution template, but does not provide a group analysis framework itself.\n", "\n", "In practice, group analysis in SUITPy space involves:\n", "\n", "* Smoothing the functional data from each subject slightly (we recommend a 4mm Gaussian smoothing kernel). Because this is done after masking the images (in the reslice step), no cortical activity will be blended into the data. \n", "\n", "* Applying a group-level model, such as:\n", " * one-sample / paired / independent-samples t-tests\n", " * GLMs with covariates (age, behavior, performance, etc.)\n", " * mixed-effects models for multi-session datasets\n", "\n", "* Correcting for multiple comparisons (FDR, cluster-based correction, threshold-free cluster enhancement, etc.).\n", "\n", "* Visualizing the group results on the SUIT flatmap or using suit_flatmap.plot_map." ] }, { "cell_type": "markdown", "id": "16d53883", "metadata": { "id": "16d53883" }, "source": [ "## 5. Visualize results on the flatmap" ] }, { "cell_type": "markdown", "id": "dt4hHOkFG8eu", "metadata": { "id": "dt4hHOkFG8eu" }, "source": [ "The function here assumes that the data is mapped to SUIT space.you can specify the normalization space with the optional input argument. Please refer to `Flatmap Module` documentation section.\n", "\n", "To plot the mapped data, you can use the function `flatmap.plot`, as below:" ] }, { "cell_type": "code", "execution_count": 7, "id": "onqRDEvu7GD6", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 593 }, "id": "onqRDEvu7GD6", "outputId": "19fc1f1a-3132-42ec-eb5a-edbe7678bec4" }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "funcdata = suit.vol_to_surf('sub-ex_task-fingerseq_space-SUIT.nii.gz',space='SUIT')\n", "\n", "# Visualize the flatmap output\n", "suit.flatmap.plot(data=funcdata, cmap='bwr', \\\n", " cscale = [-3,3], \\\n", " threshold=None, \\\n", " new_figure=False, \\\n", " colorbar=True, \\\n", " render='matplotlib')" ] }, { "cell_type": "markdown", "id": "f38564c8", "metadata": { "id": "f38564c8" }, "source": [ "## 6. Use Atlas to summarize by ROI\n", "The cerebellar data can then be summarized using ROIs from a cerebellar atlas. To download these atlases, see `Cerebellar Atlases` or go directly to the [Atlas repository](https://github.com/DiedrichsenLab/cerebellar_atlases). \n", "\n", "The function `summarize_data` computes summary statistics (e.g., mean, median) inside each atlas region and returns the results as a `pandas.DataFrame`. it also returns the volume of each ROI in mm^3 (in data space). Here we are using the Nettekoven32 atlas (you may have to download it first using:\n", "\n", "`fetch atlas Nettekoven_2024`" ] }, { "cell_type": "code", "execution_count": 4, "id": "GmYDn_Fq7RT-", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "GmYDn_Fq7RT-", "outputId": "e78b0bd8-144a-4bcf-c042-24e01e9fefec" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " image image_name frame region regionname \\\n", "0 1 sub-ex_task-fingerseq_space-SUIT.nii.gz 0 1 M1L \n", "1 1 sub-ex_task-fingerseq_space-SUIT.nii.gz 0 2 M2L \n", "2 1 sub-ex_task-fingerseq_space-SUIT.nii.gz 0 3 M3L \n", "3 1 sub-ex_task-fingerseq_space-SUIT.nii.gz 0 4 M4L \n", "4 1 sub-ex_task-fingerseq_space-SUIT.nii.gz 0 5 A1L \n", "\n", " volume atlas map space nanmean \n", "0 1688.0 Nettekoven_2024 atl-NettekovenSym32 SUIT 0.736296 \n", "1 7504.0 Nettekoven_2024 atl-NettekovenSym32 SUIT 1.273930 \n", "2 8016.0 Nettekoven_2024 atl-NettekovenSym32 SUIT 1.075584 \n", "3 4048.0 Nettekoven_2024 atl-NettekovenSym32 SUIT 0.221020 \n", "4 1112.0 Nettekoven_2024 atl-NettekovenSym32 SUIT 0.867792 \n" ] } ], "source": [ "image_file = 'sub-ex_task-fingerseq_space-SUIT.nii.gz'\n", "\n", "df = suit.summarize_data(\n", " images=[image_file],\n", " atlas=\"Nettekoven_2024\",\n", " maps=\"atl-NettekovenSym32\",\n", " space=\"SUIT\",\n", " stats=([\"nanmean\"]),\n", " outfilename=None)\n", "\n", "print(df.head())\n" ] } ], "metadata": { "colab": { "provenance": [] }, "kernelspec": { "display_name": "base12", "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": "3.12.11" } }, "nbformat": 4, "nbformat_minor": 5 }