diff --git a/panoptica/example_liver.ipynb b/panoptica/example_liver.ipynb new file mode 100644 index 0000000..dee3fac --- /dev/null +++ b/panoptica/example_liver.ipynb @@ -0,0 +1,600 @@ +{ + "cells": [ + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "# Panoptica Tutorial: Liver Metastasis Evaluation\n", + "\n", + "This tutorial shows the concepts for evaluating complex targets like Liver lesions using the **Panoptica API**.\n", + "\n", + "You will learn how to:\n", + "1. Define a clear **Taxonomy** (Things, Stuff, Parts) for Liver lesion segmentation problem.\n", + "2. Perform **Global Panoptic Quality (PQ)** evaluation, comparing strict 1:1 matching with flexible N:1 matching to handle fragmented predictions.\n", + "3. Incorporate anatomical knowledge for **Region-Wise Evaluation** across the 8 Liver segments.\n", + "4. Perform **Threshold Analysis** and calculate the **Area Under Threshold Curve (AUTC)** for a robust, threshold-independent performance metric.\n" + ], + "id": "35d4e3146e6236de" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "## 0. Setup & Imports", + "id": "bf04d6133328f8db" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-05T18:45:16.572431Z", + "start_time": "2026-05-05T18:45:14.156442Z" + } + }, + "cell_type": "code", + "source": [ + "# !pip install panoptica nibabel matplotlib numpy rich scikit-learn > /dev/null\n", + "\n", + "import os\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import nibabel as nib\n", + "import numpy as np\n", + "from IPython.display import Image, display\n", + "from rich import print as rprint\n", + "from sklearn.metrics import auc\n", + "\n", + "from panoptica import (\n", + " ConnectedComponentsInstanceApproximator,\n", + " InputType,\n", + " Metric,\n", + " Panoptica_Evaluator,\n", + ")\n", + "from panoptica.instance_matcher import (\n", + " MaxBipartiteMatching,\n", + " MaximizeMergeMatching,\n", + " NaiveThresholdMatching,\n", + ")\n", + "from panoptica.utils.label_group import LabelGroup\n", + "from panoptica.utils.segmentation_class import SegmentationClassGroups\n" + ], + "id": "b7a3b0784b2027bd", + "outputs": [], + "execution_count": 1 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "## 1. Liver Lesion Segmentation\n", + "\n", + "Liver lesions exhibit significant morphological heterogeneity, manifesting in diverse sizes, shapes, and textures across the eight anatomical segments of the liver. While certain lesions present a distinct intensity profile relative to the surrounding healthy parenchyma in CT images, others demonstrate poor contrast, rendering them nearly indistinguishable from normal liver structures.\n", + "\n", + "The examined sample in this tutorial is adopted from the **RadGPT** dataset:\n", + "*RadGPT: Constructing 3D Image-Text Tumor Datasets*; Pedro R. A. S. Bassi et. al. ; https://doi.org/10.48550/arXiv.2501.04678" + ], + "id": "a5b3b372716f7d9c" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-05T18:45:20.501781Z", + "start_time": "2026-05-05T18:45:20.423331Z" + } + }, + "cell_type": "code", + "source": "display(Image(filename=\"./liver_data/liver_example.png\"))", + "id": "1ef3eeac6f3e044c", + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 2 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "## 2. Load NIfTI Data\n", + "We load the reference lesion mask, predicted lesion mask, and the 8-segment anatomical liver mask directly from the `./liver_data` directory." + ], + "id": "b2e47350eed2b770" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-05T18:45:29.222669Z", + "start_time": "2026-05-05T18:45:23.741180Z" + } + }, + "cell_type": "code", + "source": [ + "data_dir = \"./liver_data\"\n", + "ref_path = os.path.join(data_dir, \"reference.nii.gz\")\n", + "pred_path = os.path.join(data_dir, \"pred.nii.gz\")\n", + "anatomy_path = os.path.join(data_dir, \"liver_segments.nii.gz\")\n", + "\n", + "ref_nii = nib.load(ref_path)\n", + "pred_nii = nib.load(pred_path)\n", + "anatomy_nii = nib.load(anatomy_path)\n", + "\n", + "ref_mask = ref_nii.get_fdata().astype(np.uint8)\n", + "pred_mask = pred_nii.get_fdata().astype(np.uint8)\n", + "liver_anatomy = anatomy_nii.get_fdata().astype(np.uint8)\n", + "\n", + "# Extract voxel spacing from header for accurate distance metrics (like NSD/HD95)\n", + "voxelspacing = ref_nii.header.get_zooms()[:3]\n", + "\n", + "print(\"Data loaded successfully!\")\n", + "print(f\"Reference shape: {ref_mask.shape}, labels: {np.unique(ref_mask)}\")\n", + "print(f\"Prediction shape: {pred_mask.shape}, labels: {np.unique(pred_mask)}\")\n", + "print(f\"Anatomy labels: {np.unique(liver_anatomy)}\")\n", + "print(f\"Voxel spacing: {voxelspacing}\")" + ], + "id": "4e6660b9d6f3c265", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Data loaded successfully!\n", + "Reference shape: (512, 367, 422), labels: [0 1]\n", + "Prediction shape: (512, 367, 422), labels: [0 1]\n", + "Anatomy labels: [0 1 2 3 4 5 6 7 8]\n", + "Voxel spacing: (0.6894531, 0.6894531, 1.5)\n" + ] + } + ], + "execution_count": 3 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "## 3. Global Lesion Evaluation & Asymmetric Matching\n", + "\n", + "Liver lesions are often challenging for automatic segmentation due to their heterogeneity and small size. This makes them particularly challenging for **Global Panoptic Quality (PQ)** evaluation, which requires a strict 1:1 matching between the predicted and reference masks.\n", + "Standard metrics force strict 1:1 matching, punishing fragmented predictions. By framing individual lesions as **\"Things\"**, we can evaluate them globally.\n", + "\n", + "We define a `SegmentationClassGroups` mapping to label 1.\n", + "We will compare a strict 1:1 matcher against a flexible Many-to-One matcher (`MaximizeMergeMatching`) to highlight how fragmentation is handled gracefully." + ], + "id": "85e899e8bf7e2ab6" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-05T18:45:55.053810Z", + "start_time": "2026-05-05T18:45:41.824478Z" + } + }, + "cell_type": "code", + "source": [ + "# Define the segmentation group (Label 1 = Lesion)\n", + "global_groups = SegmentationClassGroups({\"Lesion\": LabelGroup(1)})\n", + "\n", + "print(\"--- Strict 1:1 Matching (MaxBipartite, IoU > 0.1) ---\")\n", + "evaluator_strict = Panoptica_Evaluator(\n", + " expected_input=InputType.SEMANTIC,\n", + " instance_approximator=ConnectedComponentsInstanceApproximator(),\n", + " instance_matcher=MaxBipartiteMatching(\n", + " matching_metric=Metric.IOU, matching_threshold=0.1\n", + " ),\n", + " segmentation_class_groups=global_groups,\n", + ")\n", + "\n", + "res_strict_all = evaluator_strict.evaluate(\n", + " pred_mask, ref_mask, voxelspacing=voxelspacing, verbose=False\n", + ")\n", + "res_strict = res_strict_all.get(\"Lesion\", list(res_strict_all.values())[0])\n", + "\n", + "print(f\"PQ: {res_strict.pq:.4f} | SQ: {res_strict.sq:.4f} | RQ: {res_strict.rq:.4f}\")\n", + "print(f\"TP: {res_strict.tp} | FP: {res_strict.fp} | FN: {res_strict.fn}\\n\")\n", + "\n", + "\n", + "print(\"--- Flexible N:1 Matching (MaximizeMerge, IoU > 0.1) ---\")\n", + "evaluator_flex = Panoptica_Evaluator(\n", + " expected_input=InputType.SEMANTIC,\n", + " instance_approximator=ConnectedComponentsInstanceApproximator(),\n", + " instance_matcher=MaximizeMergeMatching(\n", + " matching_metric=Metric.IOU, matching_threshold=0.1\n", + " ),\n", + " segmentation_class_groups=global_groups,\n", + ")\n", + "\n", + "res_flex_all = evaluator_flex.evaluate(\n", + " pred_mask, ref_mask, voxelspacing=voxelspacing, verbose=False\n", + ")\n", + "res_flex = res_flex_all.get(\"Lesion\", list(res_flex_all.values())[0])\n", + "\n", + "print(f\"PQ: {res_flex.pq:.4f} | SQ: {res_flex.sq:.4f} | RQ: {res_flex.rq:.4f}\")\n", + "print(f\"TP: {res_flex.tp} | FP: {res_flex.fp} | FN: {res_flex.fn}\")\n" + ], + "id": "4428c453098952f3", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "--- Strict 1:1 Matching (MaxBipartite, IoU > 0.1) ---\n" + ] + }, + { + "data": { + "text/plain": [ + "\u001B[92m────────────────────────────────────────── \u001B[0mThank you for using \u001B[1mpanoptica\u001B[0m\u001B[92m ──────────────────────────────────────────\u001B[0m\n" + ], + "text/html": [ + "
────────────────────────────────────────── Thank you for using panoptica ──────────────────────────────────────────\n",
+       "
\n" + ] + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + }, + { + "data": { + "text/plain": [ + " Please support our development by citing \n" + ], + "text/html": [ + "
                                     Please support our development by citing                                      \n",
+       "
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                          https://github.com/BrainLesion/panoptica#citation -- Thank you!                          \n",
+       "
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+       "
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+       "
\n" + ] + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "PQ: 0.1943 | SQ: 0.4469 | RQ: 0.4348\n", + "TP: 5 | FP: 1 | FN: 12\n", + "\n", + "--- Flexible N:1 Matching (MaximizeMerge, IoU > 0.1) ---\n", + "PQ: 0.1943 | SQ: 0.4469 | RQ: 0.4348\n", + "TP: 5 | FP: 1 | FN: 12\n" + ] + } + ], + "execution_count": 4 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": "## 4. Simple Semantic Segementation", + "id": "4194e9e07214a315" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-05T18:46:03.384891Z", + "start_time": "2026-05-05T18:46:00.003407Z" + } + }, + "cell_type": "code", + "source": [ + "evaluator = Panoptica_Evaluator(\n", + " expected_input=InputType.SEMANTIC,\n", + " instance_approximator=ConnectedComponentsInstanceApproximator(),\n", + " instance_matcher=NaiveThresholdMatching(),\n", + ")\n", + "\n", + "# print all results\n", + "result = evaluator.evaluate(pred_mask, ref_mask, verbose=False)[\"ungrouped\"]\n", + "print(result)" + ], + "id": "9da47b6ee3994c57", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "+++ MATCHING +++\n", + "Number of instances in reference (n_ref_instances): 17\n", + "Number of instances in prediction (n_pred_instances): 6\n", + "True Positives (tp): 3\n", + "False Positives (fp): 3\n", + "False Negatives (fn): 14\n", + "Recognition Quality / F1-Score (rq): 0.2608695652173913\n", + "\n", + "+++ GLOBAL +++\n", + "Global Binary Dice (global_bin_dsc): 0.7984426392732317\n", + "\n", + "+++ INSTANCE +++\n", + "Segmentation Quality IoU (sq): 0.6657926972986284 +- 0.07858703198734981\n", + "Panoptic Quality IoU (pq): 0.1736850514692074\n", + "Segmentation Quality Dsc (sq_dsc): 0.7967198274342439 +- 0.05621213750206766\n", + "Panoptic Quality Dsc (pq_dsc): 0.20783995498284621\n", + "Segmentation Quality ASSD (sq_assd): 1.4308809846573343 +- 0.20515254165298558\n", + "Segmentation Quality Relative Volume Difference (sq_rvd): 0.1268804355079294 +- 0.19261738567904374\n", + "\n" + ] + } + ], + "execution_count": 5 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "## 5. Region-Wise Anatomical Evaluation (Parts)\n", + "\n", + "When lesions span multiple anatomical segments or are tightly packed, evaluating performance *locally* within each anatomical segment provides deeper clinical insight. Here, the 8 liver segments act as our **\"Parts\"**.\n", + "\n", + "We map the binary lesions to their corresponding anatomical segments (1-8). By creating a `LabelGroup` for each segment, Panoptica evaluates each region independently." + ], + "id": "1f5f49d3d699f05c" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-05T18:46:30.918229Z", + "start_time": "2026-05-05T18:46:10.412358Z" + } + }, + "cell_type": "code", + "source": [ + "# Create anatomy-aware masks: Lesion voxels inherit the liver segment ID\n", + "ref_anatomy_mask = np.where(ref_mask == 1, liver_anatomy, 0).astype(np.uint8)\n", + "pred_anatomy_mask = np.where(pred_mask == 1, liver_anatomy, 0).astype(np.uint8)\n", + "\n", + "# Define a group for each anatomical segment (1 through 8)\n", + "segment_groups_dict = {}\n", + "for i in range(1, 9):\n", + " segment_groups_dict[f\"Segment_{i}\"] = LabelGroup(i)\n", + "\n", + "regional_groups = SegmentationClassGroups(segment_groups_dict)\n", + "\n", + "evaluator_regional = Panoptica_Evaluator(\n", + " expected_input=InputType.SEMANTIC,\n", + " instance_approximator=ConnectedComponentsInstanceApproximator(),\n", + " instance_matcher=MaximizeMergeMatching(\n", + " matching_metric=Metric.IOU, matching_threshold=0.1\n", + " ),\n", + " segmentation_class_groups=regional_groups,\n", + ")\n", + "\n", + "results_regional = evaluator_regional.evaluate(\n", + " pred_anatomy_mask, ref_anatomy_mask, voxelspacing=voxelspacing, verbose=False\n", + ")\n", + "\n", + "print(\n", + " f\"{'Region':<12} | {'PQ':<6} | {'SQ':<6} | {'RQ':<6} | \"\n", + " f\"{'TP':<4} | {'FP':<4} | {'FN':<4}\"\n", + ")\n", + "print(\"-\" * 55)\n", + "for name, res in results_regional.items():\n", + " # Only print segments that actually have ground truth or predictions to keep it clean\n", + " if res.tp + res.fp + res.fn > 0:\n", + " print(\n", + " f\"{name:<12} | {res.pq:.4f} | {res.sq:.4f} | {res.rq:.4f} | \"\n", + " f\"{res.tp:<4} | {res.fp:<4} | {res.fn:<4}\"\n", + " )\n" + ], + "id": "c502554e4151d746", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Region | PQ | SQ | RQ | TP | FP | FN \n", + "-------------------------------------------------------\n", + "segment_2 | 0.8145 | 0.8145 | 1.0000 | 1 | 0 | 0 \n", + "segment_3 | 0.2335 | 0.5837 | 0.4000 | 2 | 0 | 6 \n", + "segment_4 | 0.1055 | 0.2636 | 0.4000 | 2 | 3 | 3 \n", + "segment_5 | 0.0000 | 0.0000 | 0.0000 | 0 | 0 | 3 \n", + "segment_6 | 0.5766 | 0.5766 | 1.0000 | 1 | 0 | 0 \n", + "segment_7 | 0.0000 | 0.0000 | 0.0000 | 0 | 0 | 2 \n", + "segment_8 | 0.4356 | 0.6534 | 0.6667 | 1 | 0 | 1 \n" + ] + } + ], + "execution_count": 6 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "## 6. Threshold Analysis and AUTC\n", + "\n", + "Liver lesions can be very small, meaning a shift of just 1-2 voxels causes IoU to plummet. Instead of relying on a single, arbitrary threshold, we sweep the threshold and calculate the **Area Under Threshold Curve (AUTC)**: $AUTC = \\int_{0}^{1} PQ(\\tau) d\\tau$. This provides a highly robust metric for overall performance." + ], + "id": "4040f8316caba68d" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-05T18:49:07.230247Z", + "start_time": "2026-05-05T18:47:00.777847Z" + } + }, + "cell_type": "code", + "source": [ + "thresholds = np.arange(0.05, 1.0, 0.05)\n", + "pq_scores = []\n", + "tp_counts = []\n", + "\n", + "print(\"Sweeping thresholds for Global Lesion Evaluation...\")\n", + "for thresh in thresholds:\n", + " matcher = MaximizeMergeMatching(\n", + " matching_metric=Metric.IOU, matching_threshold=float(thresh)\n", + " )\n", + "\n", + " ev = Panoptica_Evaluator(\n", + " expected_input=InputType.SEMANTIC,\n", + " instance_approximator=ConnectedComponentsInstanceApproximator(),\n", + " instance_matcher=matcher,\n", + " segmentation_class_groups=global_groups,\n", + " )\n", + "\n", + " r_all = ev.evaluate(\n", + " pred_mask, ref_mask, voxelspacing=voxelspacing, verbose=False\n", + " )\n", + " r = r_all.get(\"Lesion\", list(r_all.values())[0])\n", + "\n", + " pq_scores.append(r.pq)\n", + " tp_counts.append(r.tp)\n", + " print(f\" [IoU >= {thresh:.2f}] PQ={r.pq:.4f} | TP={r.tp}\")\n", + "\n", + "# Calculate Area Under the Curve (using trapezoidal rule from sklearn)\n", + "autc_score = auc(thresholds, pq_scores)\n", + "\n", + "# Plotting the degradation curves and AUTC\n", + "fig, ax1 = plt.subplots(figsize=(10, 5))\n", + "\n", + "color = \"tab:blue\"\n", + "ax1.set_xlabel(\"Decision Threshold (IoU)\", fontsize=12)\n", + "ax1.set_ylabel(\"Panoptic Quality (PQ)\", color=color, fontsize=12)\n", + "ax1.plot(thresholds, pq_scores, marker=\"o\", color=color, linewidth=2)\n", + "ax1.fill_between(thresholds, pq_scores, alpha=0.2, color=color) # Fill for AUTC visual\n", + "ax1.tick_params(axis=\"y\", labelcolor=color)\n", + "ax1.grid(True, linestyle=\"--\", alpha=0.6)\n", + "\n", + "ax2 = ax1.twinx()\n", + "color = \"tab:red\"\n", + "ax2.set_ylabel(\"True Positives (TP)\", color=color, fontsize=12)\n", + "ax2.plot(thresholds, tp_counts, marker=\"s\", linestyle=\"--\", color=color, linewidth=2)\n", + "ax2.tick_params(axis=\"y\", labelcolor=color)\n", + "\n", + "fig.tight_layout()\n", + "plt.title(\n", + " f\"Impact of Matching Threshold on Detection\\nAUTC = {autc_score:.4f}\",\n", + " fontweight=\"bold\",\n", + ")\n", + "plt.show()\n", + "\n", + "print(f\"Final AUTC Score: {autc_score:.4f}\")\n", + "print(\n", + " \"AUTC captures the model's true performance spectrum, proving highly robust against \"\n", + " \"the tiny-instance penalty.\"\n", + ")" + ], + "id": "a3e61fb6fa504f8b", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Sweeping thresholds for Global Lesion Evaluation...\n", + " [IoU >= 0.05] PQ=0.1989 | TP=6\n", + " [IoU >= 0.10] PQ=0.1943 | TP=5\n", + " [IoU >= 0.15] PQ=0.1737 | TP=3\n", + " [IoU >= 0.20] PQ=0.1737 | TP=3\n", + " [IoU >= 0.25] PQ=0.1737 | TP=3\n", + " [IoU >= 0.30] PQ=0.1737 | TP=3\n", + " [IoU >= 0.35] PQ=0.1737 | TP=3\n", + " [IoU >= 0.40] PQ=0.1737 | TP=3\n", + " [IoU >= 0.45] PQ=0.1737 | TP=3\n", + " [IoU >= 0.50] PQ=0.1737 | TP=3\n", + " [IoU >= 0.55] PQ=0.1737 | TP=3\n", + " [IoU >= 0.60] PQ=0.1235 | TP=2\n", + " [IoU >= 0.65] PQ=0.1235 | TP=2\n", + " [IoU >= 0.70] PQ=0.0668 | TP=1\n", + " [IoU >= 0.75] PQ=0.0668 | TP=1\n", + " [IoU >= 0.80] PQ=0.0000 | TP=0\n", + " [IoU >= 0.85] PQ=0.0000 | TP=0\n", + " [IoU >= 0.90] PQ=0.0000 | TP=0\n", + " [IoU >= 0.95] PQ=0.0000 | TP=0\n" + ] + }, + { + "data": { + "text/plain": [ + "
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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Final AUTC Score: 0.1119\n", + "AUTC captures the model's true performance spectrum, proving highly robust against the tiny-instance penalty.\n" + ] + } + ], + "execution_count": 7 + } + ], + "metadata": { + "kernelspec": { + "name": "python3", + "language": "python", + "display_name": "Python 3 (ipykernel)" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/panoptica/liver_data/liver_example.png b/panoptica/liver_data/liver_example.png new file mode 100644 index 0000000..0aab830 Binary files /dev/null and b/panoptica/liver_data/liver_example.png differ diff --git a/panoptica/liver_data/liver_segments.nii.gz b/panoptica/liver_data/liver_segments.nii.gz new file mode 100644 index 0000000..e4f64df Binary files /dev/null and b/panoptica/liver_data/liver_segments.nii.gz differ diff --git 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