From a3b9a7a58f27fb7863c10ac7a85af413808d2062 Mon Sep 17 00:00:00 2001 From: Marcel Rosier Date: Thu, 6 Mar 2025 14:16:43 +0100 Subject: [PATCH 1/2] Update example to latest brats version Add missing mri example and visual --- BraTS/tutorial.ipynb | 950 +++++++++++++++++++++++++++++++++++-------- BraTS/utils.py | 30 ++ 2 files changed, 810 insertions(+), 170 deletions(-) diff --git a/BraTS/tutorial.ipynb b/BraTS/tutorial.ipynb index ae69cf4..ede8276 100644 --- a/BraTS/tutorial.ipynb +++ b/BraTS/tutorial.ipynb @@ -24,90 +24,19 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": { "scrolled": true }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The autoreload extension is already loaded. To reload it, use:\n", - " %reload_ext autoreload\n" - ] - } - ], + "outputs": [], "source": [ "# Installations\n", "!pip install brats matplotlib ipywidgets > /dev/null\n", "\n", "%load_ext autoreload\n", - "%autoreload 2" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If you installed the packages and requirements on your own machine, you can skip this section and start from the import section.\n", - "\n", - "### Setup Colab environment (optional) \n", - "Otherwise you can follow and execute the tutorial on your browser.\n", - "In order to start working on the notebook, click on the following button, this will open this page in the Colab environment and you will be able to execute the code on your own (*Google account required*).\n", + "%autoreload 2\n", "\n", - "\n", - " \"Open\n", - "\n", - "\n", - "Now that you are visualizing the notebook in Colab, run the next cell to install the packages we will use. There are few things you should follow in order to properly set the notebook up:\n", - "1. Warning: This notebook was not authored by Google. Click on 'Run anyway'.\n", - "1. When the installation commands are done, there might be \"Restart runtime\" button at the end of the output. Please, click it." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If you run the next cell in a Google Colab environment, it will **clone the 'tutorials' repository** in your google drive. This will create a **new folder** called \"tutorials\" in **your Google Drive**.\n", - "All generated file will be created/uploaded to your Google Drive respectively.\n", - "\n", - "After the first execution of the next cell, you might receive some warnings and notifications, please follow these instructions:\n", - " - 'Permit this notebook to access your Google Drive files?' Click on 'Yes', and select your account.\n", - " - Google Drive for desktop wants to access your Google Account. Click on 'Allow'.\n", - "\n", - "Afterwards the \"tutorials\" folder has been created. You can navigate it through the lefthand panel in Colab. You might also have received an email that informs you about the access on your Google Drive." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "import sys\n", - "\n", - "# Check if we are in google colab currently\n", - "try:\n", - " import google.colab\n", - "\n", - " colabFlag = True\n", - "except ImportError as r:\n", - " colabFlag = False\n", - "\n", - "# Execute certain steps only if we are in a colab environment\n", - "if colabFlag:\n", - " # Create a folder in your Google Drive\n", - " from google.colab import drive\n", - "\n", - " drive.mount(\"/content/drive\")\n", - " # clone repository and set path\n", - " !git clone https://github.com/BrainLesion/tutorials.git /content/drive/MyDrive/tutorials\n", - " BASE_PATH = \"/content/drive/MyDrive/tutorials/BraTS/\"\n", - " sys.path.insert(0, BASE_PATH)\n", - "\n", - "else: # normal jupyter notebook environment\n", - " BASE_PATH = \"./\" # current working directory would be BraTs-Toolkit anyways if you are not in colab" + "BASE_PATH = \"./\"" ] }, { @@ -119,14 +48,15 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from pathlib import Path\n", - "from brats import AdultGliomaSegmenter\n", - "from brats.utils.constants import AdultGliomaAlgorithms\n", - "import utils # local file" + "\n", + "import utils # local file\n", + "from brats import AdultGliomaPreTreatmentSegmenter\n", + "from brats.constants import AdultGliomaPreTreatmentAlgorithms" ] }, { @@ -149,17 +79,18 @@ "- two set of preprocessed inputs for segmentation in `BraTS/data/segmentation` (data from [RSNA-ASNR-MICCAI BraTS Continuous Evaluation Challenge](https://www.synapse.org/Synapse:syn51156910/wiki/622351))\n", "- one set of inputs for inpainting in `BraTS/data/inpainting` (data from [ASNR-MICCAI BraTS Local Synthesis of Tissue via Inpainting](https://www.synapse.org/Synapse:syn51156910/wiki/622357))\n", "\n", - "To get an intuition of the data, one example slice of the 3D scans is visualized below for a set of segementation (t1n, t1c, t2f, t2w) and inpainting (t1n, mask) inputs" + "To get an intuition of the data, one example slice of the 3D scans is visualized below for a set of segementation (t1n, t1c, t2f, t2w) and inpainting (t1n, mask) inputs.\n", + "We do not separately plot data for the Missing MRI algorithms since they are equivalent to segmentation data (except that on modality can be missing)" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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", 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", 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" ] @@ -182,6 +113,7 @@ "subject = \"BraTS-GLI-00001-000\"\n", "segmentation_data_path = Path(BASE_PATH) / \"data\" / \"segmentation\"\n", "inpainting_data_path = Path(BASE_PATH) / \"data\" / \"inpainting\"\n", + "missing_mri_path = segmentation_data_path\n", "\n", "segmentation_subject_path = segmentation_data_path / subject\n", "inpainting_subject_path = inpainting_data_path / subject\n", @@ -194,57 +126,149 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Custom data\n", - "If the data is *not* preprocessed yet, consider using our [BrainLes preprocessing](https://github.com/BrainLesion/preprocessing) package (or its predecessor [BraTS-Toolkit](https://github.com/neuronflow/BraTS-Toolkit))." + "### Using your data\n", + "If your data is *not* preprocessed yet, consider using our [BrainLes preprocessing](https://github.com/BrainLesion/preprocessing) package (or its predecessor [BraTS-Toolkit](https://github.com/neuronflow/BraTS-Toolkit))." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Using BraTS - Segmentation tasks" + "## Using BraTS" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### Minimal example using default settings" + "### Segmentation Tasks" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Minimal example using default settings" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "\u001b[32m2024-08-30 15:03:26.528\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m46\u001b[0m - \u001b[1mInstantiated AdultGliomaSegmenter with algorithm: BraTS23_1 by André Ferreira, et al.\u001b[0m\n", - "\u001b[32m2024-08-30 15:03:26.529\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_single\u001b[0m:\u001b[36m121\u001b[0m - \u001b[1mPerforming single inference\u001b[0m\n", - "\u001b[32m2024-08-30 15:03:26.539\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36m_log_algorithm_info\u001b[0m:\u001b[36m276\u001b[0m - \u001b[1mRunning algorithm: \u001b[92mBraTS23 Adult Glioma Segmentation [1st place]\u001b[0m\u001b[1m\u001b[0m\n", - "\u001b[32m2024-08-30 15:03:26.540\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36m_log_algorithm_info\u001b[0m:\u001b[36m279\u001b[0m - \u001b[1m\u001b[34m(Paper)\u001b[0m\u001b[1m Consider citing the corresponding paper: https://arxiv.org/abs/2402.17317v1 by André Ferreira, et al.\u001b[0m\n" + "\u001b[32m2025-03-06 13:17:17.847\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m48\u001b[0m - \u001b[1mInstantiated AdultGliomaPreTreatmentSegmenter with algorithm: BraTS23_1 by André Ferreira, et al.\u001b[0m\n", + "\u001b[32m2025-03-06 13:17:17.848\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_single\u001b[0m:\u001b[36m155\u001b[0m - \u001b[1mPerforming single inference\u001b[0m\n" ] }, + { + "data": { + "text/html": [ + "
──────────────────────────────────────────────── Citation Reminder ────────────────────────────────────────────────\n",
+       "
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Please support our development by citing the relevant manuscripts for the used algorithm:\n",
+       "\n",
+       "
\n" + ], + "text/plain": [ + "Please support our development by citing the relevant manuscripts for the used algorithm:\n", + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
                                              BraTS Package | N/A                                         \n",
+       "------------------------------------------------------------+---------------------------------------------\n",
+       " Challenge (Adult Glioma Segmentation (Pre Treatment) 2023) | https://arxiv.org/abs/2107.02314            \n",
+       "------------------------------------------------------------+---------------------------------------------\n",
+       "                         Algorithm (André Ferreira, et al.) | https://doi.org/10.1007/978-3-031-76163-8_8 \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[36m \u001b[0m\u001b[36m BraTS Package\u001b[0m\u001b[36m \u001b[0m|\u001b[37m \u001b[0m\u001b[37mN/A \u001b[0m\u001b[37m \u001b[0m\n", + "------------------------------------------------------------+---------------------------------------------\n", + "\u001b[36m \u001b[0m\u001b[36mChallenge (Adult Glioma Segmentation (Pre Treatment) 2023)\u001b[0m\u001b[36m \u001b[0m|\u001b[37m \u001b[0m\u001b[37mhttps://arxiv.org/abs/2107.02314 \u001b[0m\u001b[37m \u001b[0m\n", + "------------------------------------------------------------+---------------------------------------------\n", + "\u001b[36m \u001b[0m\u001b[36m Algorithm (André Ferreira, et al.)\u001b[0m\u001b[36m \u001b[0m|\u001b[37m \u001b[0m\u001b[37mhttps://doi.org/10.1007/978-3-031-76163-8_8\u001b[0m\u001b[37m \u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "\u001b[32m2024-08-30 15:06:56.147\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36mrun_container\u001b[0m:\u001b[36m349\u001b[0m - \u001b[1mFinished inference in 208.99 seconds\u001b[0m\n",
-      "\u001b[32m2024-08-30 15:06:56.150\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_single\u001b[0m:\u001b[36m144\u001b[0m - \u001b[1mSaved output to: /home/ivan_marcel/tutorials/BraTS/segmentation.nii.gz\u001b[0m\n"
+      "\u001b[32m2025-03-06 13:20:15.719\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36mrun_container\u001b[0m:\u001b[36m404\u001b[0m - \u001b[1mFinished inference in 177.38 seconds\u001b[0m\n",
+      "\u001b[32m2025-03-06 13:20:15.720\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_single\u001b[0m:\u001b[36m179\u001b[0m - \u001b[1mSaved output to: /home/marcelrosier/tutorials/BraTS/segmentation.nii.gz\u001b[0m\n"
      ]
     }
    ],
    "source": [
-    "segmenter = AdultGliomaSegmenter()\n",
+    "segmenter = AdultGliomaPreTreatmentSegmenter()\n",
     "segmenter.infer_single(\n",
     "    t1c=segmentation_subject_path / f\"{subject}-t1c.nii.gz\",\n",
     "    t1n=segmentation_subject_path / f\"{subject}-t1n.nii.gz\",\n",
@@ -263,12 +287,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
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" ] @@ -288,7 +312,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Batch processing\n", + "#### Batch processing\n", "\n", "BraTS allows to run an algorithm for a single set of input images (t1n, t1c, t2f, t2w of the same patient) or for multiple subjects.\n", "Each of the available classes provides methods for both: \n", @@ -316,7 +340,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 8, "metadata": { "scrolled": true }, @@ -325,46 +349,137 @@ "name": "stderr", "output_type": "stream", "text": [ - "\u001b[32m2024-08-30 15:08:43.567\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m46\u001b[0m - \u001b[1mInstantiated AdultGliomaSegmenter with algorithm: BraTS23_1 by André Ferreira, et al.\u001b[0m\n", - "\u001b[32m2024-08-30 15:08:43.569\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_batch\u001b[0m:\u001b[36m163\u001b[0m - \u001b[1mFound 2 subjects: BraTS-GLI-00001-001, BraTS-GLI-00001-000 \u001b[0m\n", - "\u001b[32m2024-08-30 15:08:43.594\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_batch\u001b[0m:\u001b[36m172\u001b[0m - \u001b[1mStandardized input names to match algorithm requirements.\u001b[0m\n", - "\u001b[32m2024-08-30 15:08:43.595\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36m_log_algorithm_info\u001b[0m:\u001b[36m276\u001b[0m - \u001b[1mRunning algorithm: \u001b[92mBraTS23 Adult Glioma Segmentation [1st place]\u001b[0m\u001b[1m\u001b[0m\n", - "\u001b[32m2024-08-30 15:08:43.595\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36m_log_algorithm_info\u001b[0m:\u001b[36m279\u001b[0m - \u001b[1m\u001b[34m(Paper)\u001b[0m\u001b[1m Consider citing the corresponding paper: https://arxiv.org/abs/2402.17317v1 by André Ferreira, et al.\u001b[0m\n" + "\u001b[32m2025-03-06 13:23:06.497\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m48\u001b[0m - \u001b[1mInstantiated AdultGliomaPreTreatmentSegmenter with algorithm: BraTS23_1 by André Ferreira, et al.\u001b[0m\n", + "\u001b[32m2025-03-06 13:23:06.499\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_batch\u001b[0m:\u001b[36m198\u001b[0m - \u001b[1mFound 2 subjects: BraTS-GLI-00001-000, BraTS-GLI-00001-001 \u001b[0m\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "\u001b[32m2024-08-30 15:08:44.146\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36mrun_container\u001b[0m:\u001b[36m329\u001b[0m - \u001b[1mStarting inference\u001b[0m\n" + "\u001b[32m2025-03-06 13:23:06.551\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_batch\u001b[0m:\u001b[36m207\u001b[0m - \u001b[1mStandardized input names to match algorithm requirements.\u001b[0m\n" + ] + }, + { + "data": { + "text/html": [ + "
──────────────────────────────────────────────── Citation Reminder ────────────────────────────────────────────────\n",
+       "
\n" + ], + "text/plain": [ + "\u001b[92m──────────────────────────────────────────────── \u001b[0m\u001b[1;31mCitation Reminder\u001b[0m\u001b[92m ────────────────────────────────────────────────\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
Please support our development by citing the relevant manuscripts for the used algorithm:\n",
+       "\n",
+       "
\n" + ], + "text/plain": [ + "Please support our development by citing the relevant manuscripts for the used algorithm:\n", + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
                                              BraTS Package | N/A                                         \n",
+       "------------------------------------------------------------+---------------------------------------------\n",
+       " Challenge (Adult Glioma Segmentation (Pre Treatment) 2023) | https://arxiv.org/abs/2107.02314            \n",
+       "------------------------------------------------------------+---------------------------------------------\n",
+       "                         Algorithm (André Ferreira, et al.) | https://doi.org/10.1007/978-3-031-76163-8_8 \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[36m \u001b[0m\u001b[36m BraTS Package\u001b[0m\u001b[36m \u001b[0m|\u001b[37m \u001b[0m\u001b[37mN/A \u001b[0m\u001b[37m \u001b[0m\n", + "------------------------------------------------------------+---------------------------------------------\n", + "\u001b[36m \u001b[0m\u001b[36mChallenge (Adult Glioma Segmentation (Pre Treatment) 2023)\u001b[0m\u001b[36m \u001b[0m|\u001b[37m \u001b[0m\u001b[37mhttps://arxiv.org/abs/2107.02314 \u001b[0m\u001b[37m \u001b[0m\n", + "------------------------------------------------------------+---------------------------------------------\n", + "\u001b[36m \u001b[0m\u001b[36m Algorithm (André Ferreira, et al.)\u001b[0m\u001b[36m \u001b[0m|\u001b[37m \u001b[0m\u001b[37mhttps://doi.org/10.1007/978-3-031-76163-8_8\u001b[0m\u001b[37m \u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "
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\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "\u001b[32m2024-08-30 15:12:50.584\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36mrun_container\u001b[0m:\u001b[36m349\u001b[0m - \u001b[1mFinished inference in 246.44 seconds\u001b[0m\n",
-      "\u001b[32m2024-08-30 15:12:50.586\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_batch\u001b[0m:\u001b[36m189\u001b[0m - \u001b[1mSaved outputs to: /home/ivan_marcel/tutorials/BraTS/batch_out\u001b[0m\n"
+      "\u001b[32m2025-03-06 13:26:34.594\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36mrun_container\u001b[0m:\u001b[36m404\u001b[0m - \u001b[1mFinished inference in 207.54 seconds\u001b[0m\n",
+      "\u001b[32m2025-03-06 13:26:34.595\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_batch\u001b[0m:\u001b[36m225\u001b[0m - \u001b[1mSaved outputs to: /home/marcelrosier/tutorials/BraTS/batch_out\u001b[0m\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "['BraTS-GLI-00001-000.nii.gz', 'BraTS-GLI-00001-001.nii.gz']\n"
+      "Inferred segmentations: ['BraTS-GLI-00001-000.nii.gz', 'BraTS-GLI-00001-001.nii.gz']\n"
      ]
     }
    ],
    "source": [
     "output_path = Path(\"batch_out\")\n",
     "\n",
-    "segmenter = AdultGliomaSegmenter()\n",
+    "segmenter = AdultGliomaPreTreatmentSegmenter()\n",
     "segmenter.infer_batch(\n",
     "    data_folder=segmentation_data_path,\n",
     "    output_folder=output_path,\n",
     ")\n",
     "\n",
-    "print([path.name for path in output_path.iterdir()])"
+    "print(f\"Inferred segmentations: {[path.name for path in output_path.iterdir()]}\")"
    ]
   },
   {
@@ -381,55 +496,133 @@
     "By default the algorithm that won the most recent challenge will be run on the first available GPU. This behavior and other options can be adapted, e.g.:\n",
     "- Select a different algorithm from the available constants (Enum classes for each challenge) with the `algorithm` parameter\n",
     "- Select a specific GPU if multiple are available with the `cuda_decives` parameter\n",
-    "- Force CPU execution with the `force_cpu`flag (will cause an exception for many algorithms since many do not support CPU execution)\n",
+    "- Force CPU execution with the `force_cpu`flag (will cause an exception for many algorithms since many do not support CPU execution, check our [overview tables](https://github.com/BrainLesion/BraTS?tab=readme-ov-file#available-algorithms-and-usage) to find CPU capable algorithms)\n",
     "- Save the generated logs in a log file with the `log_file` parameter"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "\u001b[32m2024-08-30 15:14:13.367\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m46\u001b[0m - \u001b[1mInstantiated AdultGliomaSegmenter with algorithm: BraTS23_3 by Fadillah Adamsyah Maani, et al.\u001b[0m\n",
-      "\u001b[32m2024-08-30 15:14:13.371\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.utils.data_handling\u001b[0m:\u001b[36madd_log_file_handler\u001b[0m:\u001b[36m41\u001b[0m - \u001b[1mLogging console logs and further debug information to: /home/ivan_marcel/tutorials/BraTS/segmentation.log\u001b[0m\n",
-      "\u001b[32m2024-08-30 15:14:13.372\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_single\u001b[0m:\u001b[36m121\u001b[0m - \u001b[1mPerforming single inference\u001b[0m\n",
-      "\u001b[32m2024-08-30 15:14:13.383\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36m_log_algorithm_info\u001b[0m:\u001b[36m276\u001b[0m - \u001b[1mRunning algorithm: \u001b[92mBraTS23 Adult Glioma Segmentation [3rd place]\u001b[0m\u001b[1m\u001b[0m\n",
-      "\u001b[32m2024-08-30 15:14:13.384\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36m_log_algorithm_info\u001b[0m:\u001b[36m279\u001b[0m - \u001b[1m\u001b[34m(Paper)\u001b[0m\u001b[1m Consider citing the corresponding paper: N/A by Fadillah Adamsyah Maani, et al.\u001b[0m\n"
+      "\u001b[32m2025-03-06 13:31:01.989\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m48\u001b[0m - \u001b[1mInstantiated AdultGliomaPreTreatmentSegmenter with algorithm: BraTS23_3 by Fadillah Adamsyah Maani, et al.\u001b[0m\n",
+      "\u001b[32m2025-03-06 13:31:01.999\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.utils.data_handling\u001b[0m:\u001b[36madd_log_file_handler\u001b[0m:\u001b[36m41\u001b[0m - \u001b[1mLogging console logs and further debug information to: /home/marcelrosier/tutorials/BraTS/segmentation.log\u001b[0m\n",
+      "\u001b[32m2025-03-06 13:31:02.001\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_single\u001b[0m:\u001b[36m155\u001b[0m - \u001b[1mPerforming single inference\u001b[0m\n"
      ]
     },
     {
-     "name": "stderr",
-     "output_type": "stream",
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-      "\u001b[32m2024-08-30 15:14:13.803\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.utils.zenodo\u001b[0m:\u001b[36mcheck_additional_files_path\u001b[0m:\u001b[36m48\u001b[0m - \u001b[1mModel weights not found locally\u001b[0m\n",
-      "\u001b[32m2024-08-30 15:14:13.804\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.utils.zenodo\u001b[0m:\u001b[36m_download_additional_files\u001b[0m:\u001b[36m148\u001b[0m - \u001b[1mDownloading model weights from Zenodo. This might take a while...\u001b[0m\n"
-     ]
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+       "
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+       "
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Please support our development by citing the relevant manuscripts for the used algorithm:\n",
+       "\n",
+       "
\n" + ], + "text/plain": [ + "Please support our development by citing the relevant manuscripts for the used algorithm:\n", + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
                                              BraTS Package | N/A                                          \n",
+       "------------------------------------------------------------+----------------------------------------------\n",
+       " Challenge (Adult Glioma Segmentation (Pre Treatment) 2023) | https://arxiv.org/abs/2107.02314             \n",
+       "------------------------------------------------------------+----------------------------------------------\n",
+       "                Algorithm (Fadillah Adamsyah Maani, et al.) | https://doi.org/10.1007/978-3-031-76163-8_24 \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[36m \u001b[0m\u001b[36m BraTS Package\u001b[0m\u001b[36m \u001b[0m|\u001b[37m \u001b[0m\u001b[37mN/A \u001b[0m\u001b[37m \u001b[0m\n", + "------------------------------------------------------------+----------------------------------------------\n", + "\u001b[36m \u001b[0m\u001b[36mChallenge (Adult Glioma Segmentation (Pre Treatment) 2023)\u001b[0m\u001b[36m \u001b[0m|\u001b[37m \u001b[0m\u001b[37mhttps://arxiv.org/abs/2107.02314 \u001b[0m\u001b[37m \u001b[0m\n", + "------------------------------------------------------------+----------------------------------------------\n", + "\u001b[36m \u001b[0m\u001b[36m Algorithm (Fadillah Adamsyah Maani, et al.)\u001b[0m\u001b[36m \u001b[0m|\u001b[37m \u001b[0m\u001b[37mhttps://doi.org/10.1007/978-3-031-76163-8_24\u001b[0m\u001b[37m \u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "\u001b[32m2024-08-30 15:21:19.623\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36mrun_container\u001b[0m:\u001b[36m349\u001b[0m - \u001b[1mFinished inference in 345.79 seconds\u001b[0m\n",
-      "\u001b[32m2024-08-30 15:21:19.625\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_single\u001b[0m:\u001b[36m144\u001b[0m - \u001b[1mSaved output to: /home/ivan_marcel/tutorials/BraTS/segmentation.nii.gz\u001b[0m\n"
+      "\u001b[32m2025-03-06 13:33:55.200\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36mrun_container\u001b[0m:\u001b[36m404\u001b[0m - \u001b[1mFinished inference in 172.53 seconds\u001b[0m\n",
+      "\u001b[32m2025-03-06 13:33:55.201\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_single\u001b[0m:\u001b[36m179\u001b[0m - \u001b[1mSaved output to: /home/marcelrosier/tutorials/BraTS/segmentation.nii.gz\u001b[0m\n"
      ]
     }
    ],
    "source": [
-    "segmenter = AdultGliomaSegmenter(\n",
-    "    algorithm=AdultGliomaAlgorithms.BraTS23_3,  # Use the 3rd placed algorithm of the Adult Glioma BraTS 2023 challenge\n",
-    "    cuda_devices=\"4\",  # Select GPU device with ID 4\n",
+    "segmenter = AdultGliomaPreTreatmentSegmenter(\n",
+    "    algorithm=AdultGliomaPreTreatmentAlgorithms.BraTS23_3,  # Use the 3rd placed algorithm of the Adult Glioma BraTS 2023 challenge\n",
+    "    cuda_devices=\"1\",  # Select GPU device with ID 4\n",
     "    force_cpu=False,  # default, could be set to True to force CPU\n",
     ")\n",
     "\n",
@@ -450,15 +643,15 @@
     "## Algorithms from other Challenges\n",
     "\n",
     "BraTS provides the algorithms from all available recent BraTS Challenges, i.e.:\n",
-    "- Adult Glioma Segmentation\n",
+    "- Adult Glioma Pre Treatment Segmentation \n",
+    "- Adult Glioma Post Treatment Segmentation\n",
     "- BraTS-Africa Segmentation\n",
     "- Meningioma Segmentation\n",
     "- Brain Metastases Segmentation\n",
     "- Pediatric Tumors Segmentation\n",
-    "- Inpainting\n",
     "\n",
     "The package provides a separate class and algorithm constants for each of the challenges.
\n", - "The examples above were demonstrated using the class and constants of the Adult Glioma Segmentation challenge.\n", + "The examples above were demonstrated using the class and constants of the Adult Glioma Pre Treatment Segmentation challenge.\n", "\n", "In an identical way you can use:\n", "- `MeningiomaSegmenter` class with `MeningiomaAlgorithms`\n", @@ -470,41 +663,126 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "\u001b[32m2024-08-30 15:24:09.444\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m46\u001b[0m - \u001b[1mInstantiated MeningiomaSegmenter with algorithm: BraTS23_2 by Ziyan Huang, et al.\u001b[0m\n", - "\u001b[32m2024-08-30 15:24:09.448\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.utils.data_handling\u001b[0m:\u001b[36madd_log_file_handler\u001b[0m:\u001b[36m41\u001b[0m - \u001b[1mLogging console logs and further debug information to: /home/ivan_marcel/tutorials/BraTS/test.log\u001b[0m\n", - "\u001b[32m2024-08-30 15:24:09.449\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_batch\u001b[0m:\u001b[36m163\u001b[0m - \u001b[1mFound 2 subjects: BraTS-GLI-00001-001, BraTS-GLI-00001-000 \u001b[0m\n", - "\u001b[32m2024-08-30 15:24:09.478\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_batch\u001b[0m:\u001b[36m172\u001b[0m - \u001b[1mStandardized input names to match algorithm requirements.\u001b[0m\n", - "\u001b[32m2024-08-30 15:24:09.479\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36m_log_algorithm_info\u001b[0m:\u001b[36m276\u001b[0m - \u001b[1mRunning algorithm: \u001b[92mBraTS23 Meningioma Segmentation [2nd place]\u001b[0m\u001b[1m\u001b[0m\n", - "\u001b[32m2024-08-30 15:24:09.479\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36m_log_algorithm_info\u001b[0m:\u001b[36m279\u001b[0m - \u001b[1m\u001b[34m(Paper)\u001b[0m\u001b[1m Consider citing the corresponding paper: N/A by Ziyan Huang, et al.\u001b[0m\n" + "\u001b[32m2025-03-06 13:47:14.189\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m48\u001b[0m - \u001b[1mInstantiated MeningiomaSegmenter with algorithm: BraTS23_2 by Ziyan Huang, et al.\u001b[0m\n", + "\u001b[32m2025-03-06 13:47:14.199\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.utils.data_handling\u001b[0m:\u001b[36madd_log_file_handler\u001b[0m:\u001b[36m41\u001b[0m - \u001b[1mLogging console logs and further debug information to: /home/marcelrosier/tutorials/BraTS/test.log\u001b[0m\n", + "\u001b[32m2025-03-06 13:47:14.201\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_batch\u001b[0m:\u001b[36m198\u001b[0m - \u001b[1mFound 2 subjects: BraTS-GLI-00001-000, BraTS-GLI-00001-001 \u001b[0m\n", + "\u001b[32m2025-03-06 13:47:14.257\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_batch\u001b[0m:\u001b[36m207\u001b[0m - \u001b[1mStandardized input names to match algorithm requirements.\u001b[0m\n" ] }, + { + "data": { + "text/html": [ + "
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+       "
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Please support our development by citing the relevant manuscripts for the used algorithm:\n",
+       "\n",
+       "
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                            BraTS Package | N/A                                          \n",
+       "------------------------------------------+----------------------------------------------\n",
+       " Challenge (Meningioma Segmentation 2023) | https://arxiv.org/abs/2305.07642             \n",
+       "------------------------------------------+----------------------------------------------\n",
+       "          Algorithm (Ziyan Huang, et al.) | https://doi.org/10.1007/978-3-031-76163-8_13 \n",
+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "\u001b[32m2024-08-30 15:24:56.671\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36mrun_container\u001b[0m:\u001b[36m349\u001b[0m - \u001b[1mFinished inference in 46.63 seconds\u001b[0m\n",
-      "\u001b[32m2024-08-30 15:24:56.673\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_batch\u001b[0m:\u001b[36m189\u001b[0m - \u001b[1mSaved outputs to: /home/ivan_marcel/tutorials/BraTS/men_output\u001b[0m\n"
+      "\u001b[32m2025-03-06 13:47:57.705\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36mrun_container\u001b[0m:\u001b[36m404\u001b[0m - \u001b[1mFinished inference in 42.95 seconds\u001b[0m\n",
+      "\u001b[32m2025-03-06 13:47:57.748\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_batch\u001b[0m:\u001b[36m225\u001b[0m - \u001b[1mSaved outputs to: /home/marcelrosier/tutorials/BraTS/men_output\u001b[0m\n"
      ]
     }
    ],
    "source": [
     "# e.g. for the Meningioma Algorithms\n",
     "from brats import MeningiomaSegmenter\n",
-    "from brats.utils.constants import MeningiomaAlgorithms\n",
+    "from brats.constants import MeningiomaAlgorithms\n",
     "\n",
     "segmenter = MeningiomaSegmenter(\n",
     "    algorithm=MeningiomaAlgorithms.BraTS23_2, cuda_devices=\"1\"\n",
@@ -526,34 +804,119 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 26,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "\u001b[32m2024-08-30 15:32:45.405\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m46\u001b[0m - \u001b[1mInstantiated Inpainter with algorithm: BraTS23_1 by Juexin Zhang, et al.\u001b[0m\n",
-      "\u001b[32m2024-08-30 15:32:45.406\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_single\u001b[0m:\u001b[36m121\u001b[0m - \u001b[1mPerforming single inference\u001b[0m\n",
-      "\u001b[32m2024-08-30 15:32:45.410\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36m_log_algorithm_info\u001b[0m:\u001b[36m276\u001b[0m - \u001b[1mRunning algorithm: \u001b[92mBraTS23 Inpainting [1st place]\u001b[0m\u001b[1m\u001b[0m\n",
-      "\u001b[32m2024-08-30 15:32:45.411\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36m_log_algorithm_info\u001b[0m:\u001b[36m279\u001b[0m - \u001b[1m\u001b[34m(Paper)\u001b[0m\u001b[1m Consider citing the corresponding paper: N/A by Juexin Zhang, et al.\u001b[0m\n"
+      "\u001b[32m2025-03-06 14:15:15.783\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m48\u001b[0m - \u001b[1mInstantiated Inpainter with algorithm: BraTS23_1 by Juexin Zhang, et al.\u001b[0m\n",
+      "\u001b[32m2025-03-06 14:15:15.785\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_single\u001b[0m:\u001b[36m155\u001b[0m - \u001b[1mPerforming single inference\u001b[0m\n"
      ]
     },
+    {
+     "data": {
+      "text/html": [
+       "
──────────────────────────────────────────────── Citation Reminder ────────────────────────────────────────────────\n",
+       "
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Please support our development by citing the relevant manuscripts for the used algorithm:\n",
+       "\n",
+       "
\n" + ], + "text/plain": [ + "Please support our development by citing the relevant manuscripts for the used algorithm:\n", + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
                    BraTS Package | N/A                                          \n",
+       "----------------------------------+----------------------------------------------\n",
+       "      Challenge (Inpainting 2023) | https://arxiv.org/abs/2305.08992             \n",
+       "----------------------------------+----------------------------------------------\n",
+       " Algorithm (Juexin Zhang, et al.) | https://doi.org/10.1007/978-3-031-76163-8_21 \n",
+       "
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+       "
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+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
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      "output_type": "stream",
      "text": [
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+      "\u001b[32m2025-03-06 14:15:29.139\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36mrun_container\u001b[0m:\u001b[36m404\u001b[0m - \u001b[1mFinished inference in 12.63 seconds\u001b[0m\n",
+      "\u001b[32m2025-03-06 14:15:29.140\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_single\u001b[0m:\u001b[36m179\u001b[0m - \u001b[1mSaved output to: /home/marcelrosier/tutorials/BraTS/inpainting.nii.gz\u001b[0m\n"
      ]
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    ],
@@ -577,12 +940,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 27,
    "metadata": {},
    "outputs": [
     {
      "data": {
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",
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",
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" ] @@ -618,35 +981,120 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "\u001b[32m2024-08-30 15:29:59.806\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m46\u001b[0m - \u001b[1mInstantiated Inpainter with algorithm: BraTS23_1 by Juexin Zhang, et al.\u001b[0m\n", - "\u001b[32m2024-08-30 15:29:59.808\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_batch\u001b[0m:\u001b[36m163\u001b[0m - \u001b[1mFound 1 subjects: BraTS-GLI-00001-000 \u001b[0m\n", - "\u001b[32m2024-08-30 15:29:59.813\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_batch\u001b[0m:\u001b[36m172\u001b[0m - \u001b[1mStandardized input names to match algorithm requirements.\u001b[0m\n", - "\u001b[32m2024-08-30 15:29:59.814\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36m_log_algorithm_info\u001b[0m:\u001b[36m276\u001b[0m - \u001b[1mRunning algorithm: \u001b[92mBraTS23 Inpainting [1st place]\u001b[0m\u001b[1m\u001b[0m\n", - "\u001b[32m2024-08-30 15:29:59.815\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36m_log_algorithm_info\u001b[0m:\u001b[36m279\u001b[0m - \u001b[1m\u001b[34m(Paper)\u001b[0m\u001b[1m Consider citing the corresponding paper: N/A by Juexin Zhang, et al.\u001b[0m\n" + "\u001b[32m2025-03-06 14:15:34.599\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m48\u001b[0m - \u001b[1mInstantiated Inpainter with algorithm: BraTS23_1 by Juexin Zhang, et al.\u001b[0m\n", + "\u001b[32m2025-03-06 14:15:34.600\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_batch\u001b[0m:\u001b[36m198\u001b[0m - \u001b[1mFound 1 subjects: BraTS-GLI-00001-000 \u001b[0m\n", + "\u001b[32m2025-03-06 14:15:34.610\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_batch\u001b[0m:\u001b[36m207\u001b[0m - \u001b[1mStandardized input names to match algorithm requirements.\u001b[0m\n" ] }, + { + "data": { + "text/html": [ + "
──────────────────────────────────────────────── Citation Reminder ────────────────────────────────────────────────\n",
+       "
\n" + ], + "text/plain": [ + "\u001b[92m──────────────────────────────────────────────── \u001b[0m\u001b[1;31mCitation Reminder\u001b[0m\u001b[92m ────────────────────────────────────────────────\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
Please support our development by citing the relevant manuscripts for the used algorithm:\n",
+       "\n",
+       "
\n" + ], + "text/plain": [ + "Please support our development by citing the relevant manuscripts for the used algorithm:\n", + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
                    BraTS Package | N/A                                          \n",
+       "----------------------------------+----------------------------------------------\n",
+       "      Challenge (Inpainting 2023) | https://arxiv.org/abs/2305.08992             \n",
+       "----------------------------------+----------------------------------------------\n",
+       " Algorithm (Juexin Zhang, et al.) | https://doi.org/10.1007/978-3-031-76163-8_21 \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[36m \u001b[0m\u001b[36m BraTS Package\u001b[0m\u001b[36m \u001b[0m|\u001b[37m \u001b[0m\u001b[37mN/A \u001b[0m\u001b[37m \u001b[0m\n", + "----------------------------------+----------------------------------------------\n", + "\u001b[36m \u001b[0m\u001b[36m Challenge (Inpainting 2023)\u001b[0m\u001b[36m \u001b[0m|\u001b[37m \u001b[0m\u001b[37mhttps://arxiv.org/abs/2305.08992 \u001b[0m\u001b[37m \u001b[0m\n", + "----------------------------------+----------------------------------------------\n", + "\u001b[36m \u001b[0m\u001b[36mAlgorithm (Juexin Zhang, et al.)\u001b[0m\u001b[36m \u001b[0m|\u001b[37m \u001b[0m\u001b[37mhttps://doi.org/10.1007/978-3-031-76163-8_21\u001b[0m\u001b[37m \u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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+       "
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\n"
+      ],
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+     },
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+     "output_type": "display_data"
+    },
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      "output_type": "stream",
      "text": [
-      "\u001b[32m2024-08-30 15:30:15.967\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36mrun_container\u001b[0m:\u001b[36m349\u001b[0m - \u001b[1mFinished inference in 15.32 seconds\u001b[0m\n",
-      "\u001b[32m2024-08-30 15:30:15.969\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_batch\u001b[0m:\u001b[36m189\u001b[0m - \u001b[1mSaved outputs to: /home/ivan_marcel/tutorials/BraTS/inpainting_batch_out\u001b[0m\n"
+      "\u001b[32m2025-03-06 14:15:48.308\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36mrun_container\u001b[0m:\u001b[36m404\u001b[0m - \u001b[1mFinished inference in 12.75 seconds\u001b[0m\n",
+      "\u001b[32m2025-03-06 14:15:48.309\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_batch\u001b[0m:\u001b[36m225\u001b[0m - \u001b[1mSaved outputs to: /home/marcelrosier/tutorials/BraTS/inpainting_batch_out\u001b[0m\n"
      ]
     },
     {
@@ -668,11 +1116,173 @@
     "\n",
     "print([path.name for path in output_path.iterdir()])"
    ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Missing MRI Synthesis (BraSyn)\n",
+    "\n",
+    "MissingMRI algorithms allow to synthesize a missing modality image from the three others (any combination is possible).  \n",
+    "Below we demonstrate how to generate a `t2w` image from `t1c`, `t1n` and `t2f`."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\u001b[32m2025-03-06 13:39:02.261\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m__init__\u001b[0m:\u001b[36m48\u001b[0m - \u001b[1mInstantiated MissingMRI with algorithm: BraTS24_1 by Jihoon Cho, Seunghyuck Park, Jinah Park\u001b[0m\n",
+      "\u001b[32m2025-03-06 13:39:02.263\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_single\u001b[0m:\u001b[36m155\u001b[0m - \u001b[1mPerforming single inference\u001b[0m\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "
──────────────────────────────────────────────── Citation Reminder ────────────────────────────────────────────────\n",
+       "
\n" + ], + "text/plain": [ + "\u001b[92m──────────────────────────────────────────────── \u001b[0m\u001b[1;31mCitation Reminder\u001b[0m\u001b[92m ────────────────────────────────────────────────\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
Please support our development by citing the relevant manuscripts for the used algorithm:\n",
+       "\n",
+       "
\n" + ], + "text/plain": [ + "Please support our development by citing the relevant manuscripts for the used algorithm:\n", + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
                                           BraTS Package | N/A                              \n",
+       "---------------------------------------------------------+----------------------------------\n",
+       " Challenge (BraTS MRI Synthesis Challenge (BraSyn) 2024) | https://arxiv.org/abs/2305.09011 \n",
+       "---------------------------------------------------------+----------------------------------\n",
+       "     Algorithm (Jihoon Cho, Seunghyuck Park, Jinah Park) | N/A                              \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[36m \u001b[0m\u001b[36m BraTS Package\u001b[0m\u001b[36m \u001b[0m|\u001b[37m \u001b[0m\u001b[37mN/A \u001b[0m\u001b[37m \u001b[0m\n", + "---------------------------------------------------------+----------------------------------\n", + "\u001b[36m \u001b[0m\u001b[36mChallenge (BraTS MRI Synthesis Challenge (BraSyn) 2024)\u001b[0m\u001b[36m \u001b[0m|\u001b[37m \u001b[0m\u001b[37mhttps://arxiv.org/abs/2305.09011\u001b[0m\u001b[37m \u001b[0m\n", + "---------------------------------------------------------+----------------------------------\n", + "\u001b[36m \u001b[0m\u001b[36m Algorithm (Jihoon Cho, Seunghyuck Park, Jinah Park)\u001b[0m\u001b[36m \u001b[0m|\u001b[37m \u001b[0m\u001b[37mN/A \u001b[0m\u001b[37m \u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
───────────────────────────────────────────────────────────────────────────────────────────────────────────────────\n",
+       "
\n" + ], + "text/plain": [ + "\u001b[92m───────────────────────────────────────────────────────────────────────────────────────────────────────────────────\u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[32m2025-03-06 13:39:02.287\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36m_log_algorithm_info\u001b[0m:\u001b[36m329\u001b[0m - \u001b[1mRunning algorithm: \u001b[92m BraTS 2024 BraTS MRI Synthesis Challenge (BraSyn) [1st place]\u001b[0m\u001b[1m\u001b[0m\n", + "\u001b[32m2025-03-06 13:39:02.964\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.utils.zenodo\u001b[0m:\u001b[36mcheck_additional_files_path\u001b[0m:\u001b[36m60\u001b[0m - \u001b[1mFound downloaded local additional_files: 14287969_v1.0.0\u001b[0m\n", + "\u001b[32m2025-03-06 13:39:02.965\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.utils.zenodo\u001b[0m:\u001b[36mcheck_additional_files_path\u001b[0m:\u001b[36m72\u001b[0m - \u001b[1mLatest additional files (14287969_v1.0.0) are already present.\u001b[0m\n", + "\u001b[32m2025-03-06 13:39:03.861\u001b[0m | \u001b[1mINFO \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36mrun_container\u001b[0m:\u001b[36m381\u001b[0m - \u001b[1mStarting inference\u001b[0m\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "0e130a2c88ca4215bafadf292ede1d35", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\u001b[32m2025-03-06 13:39:41.185\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.docker\u001b[0m:\u001b[36mrun_container\u001b[0m:\u001b[36m404\u001b[0m - \u001b[1mFinished inference in 37.32 seconds\u001b[0m\n",
+      "\u001b[32m2025-03-06 13:39:41.187\u001b[0m | \u001b[1mINFO    \u001b[0m | \u001b[36mbrats.core.brats_algorithm\u001b[0m:\u001b[36m_infer_single\u001b[0m:\u001b[36m179\u001b[0m - \u001b[1mSaved output to: /home/marcelrosier/tutorials/BraTS/synthesized_t2w.nii.gz\u001b[0m\n"
+     ]
+    }
+   ],
+   "source": [
+    "from brats import MissingMRI\n",
+    "from brats.constants import MissingMRIAlgorithms\n",
+    "\n",
+    "missing_mri = MissingMRI()\n",
+    "missing_mri.infer_single(\n",
+    "    t1c=segmentation_subject_path / f\"{subject}-t1c.nii.gz\",\n",
+    "    t1n=segmentation_subject_path / f\"{subject}-t1n.nii.gz\",\n",
+    "    t2f=segmentation_subject_path / f\"{subject}-t2f.nii.gz\",\n",
+    "    output_file=\"synthesized_t2w.nii.gz\",\n",
+    ")\n",
+    "# .infer_batch() works identical to the segmentation/ inpainting batch infer methods"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "utils.visualize_missing_mri_t2w(synthesized_t2w=\"synthesized_t2w.nii.gz\", data_folder=missing_mri_path)" + ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "brats312", "language": "python", "name": "python3" }, @@ -686,7 +1296,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.14" + "version": "3.12.9" } }, "nbformat": 4, diff --git a/BraTS/utils.py b/BraTS/utils.py index c46ebb4..70df1e5 100644 --- a/BraTS/utils.py +++ b/BraTS/utils.py @@ -88,3 +88,33 @@ def visualize_inpainting(t1n_voided: str, prediction: str): for ax in ax: ax.axis("off") plt.tight_layout() + + +def visualize_missing_mri_t2w( + synthesized_t2w: str, + data_folder: str = DATA_FOLDER, + subject_id: str = "BraTS-GLI-00001-000", + slice_index: int = 75, +): + """Visualize the MRI modalities for a given slice index + + Args: + data_folder (str, optional): Path to the folder containing the t1, t1c, t2 & flair file. Defaults to DATA_FOLDER. + slice_index (int, optional): Slice to be visualized (first index in data of shape (155, 240, 240)). Defaults to 75. + """ + _, axes = plt.subplots(1, 5, figsize=(12, 10)) + + subject_path = Path(data_folder) / subject_id + modalities = ["t1n", "t1c", "t2f", "t2w"] + for i, mod in enumerate(modalities): + modality_file = subject_path / f"{subject_id}-{mod}.nii.gz" + modality_np = nib.load(modality_file).get_fdata().transpose(2, 1, 0) + axes[i].set_title(mod) + axes[i].imshow(modality_np[slice_index, :, :], cmap="gray") + axes[i].axis("off") + + # show synthetic T2w + synthetic_t2w_np = nib.load(synthesized_t2w).get_fdata().transpose(2, 1, 0) + axes[4].set_title("Synthesized t2w") + axes[4].imshow(synthetic_t2w_np[slice_index, :, :], cmap="gray") + axes[4].axis("off") From f3a44648ea054224f18b8eaf4e0311f0a13e601b Mon Sep 17 00:00:00 2001 From: "brainless-bot[bot]" <153751247+brainless-bot[bot]@users.noreply.github.com> Date: Thu, 6 Mar 2025 13:18:42 +0000 Subject: [PATCH 2/2] Autoformat with black --- BraTS/tutorial.ipynb | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/BraTS/tutorial.ipynb b/BraTS/tutorial.ipynb index ede8276..4f92efa 100644 --- a/BraTS/tutorial.ipynb +++ b/BraTS/tutorial.ipynb @@ -1276,7 +1276,9 @@ } ], "source": [ - "utils.visualize_missing_mri_t2w(synthesized_t2w=\"synthesized_t2w.nii.gz\", data_folder=missing_mri_path)" + "utils.visualize_missing_mri_t2w(\n", + " synthesized_t2w=\"synthesized_t2w.nii.gz\", data_folder=missing_mri_path\n", + ")" ] } ],