{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Histological Validation of Mouse Spleen Structures" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Loading Packages" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import warnings\n", "warnings.filterwarnings('ignore')\n", "\n", "import os\n", "import cv2\n", "import matplotlib.pyplot as plt\n", "\n", "import numpy as np" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Removing Background" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "def remove_background(image_path):\n", " # Open the image file\n", " image = cv2.imread(image_path)\n", " if image is None:\n", " print(f\"Error: Unable to load image at {image_path}\")\n", " return None\n", "\n", " image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)\n", "\n", " height, width, _ = image.shape\n", "\n", " # Calculate the start and end coordinates for the cropping area\n", " start_x = int(width * 0.15) # Start at 15% of the width\n", " start_y = int(height * 0.08) # Start at 8% of the height\n", " end_x = int(width * 0.9) # End at 90% of the width\n", " end_y = int(height * 0.85) # End at 85% of the height\n", "\n", " # Crop the middle 60% of the image\n", " image = image[start_y:end_y, start_x:end_x]\n", " \n", " # Apply Gaussian blur\n", " blurred_image = cv2.GaussianBlur(image, (21, 21), 0)\n", "\n", " # Convert the blurred image to grayscale\n", " gray_blurred_image = cv2.cvtColor(blurred_image, cv2.COLOR_RGB2GRAY)\n", "\n", " # Perform binary thresholding\n", " _, binary_image = cv2.threshold(gray_blurred_image, 200, 255, cv2.THRESH_BINARY)\n", "\n", " # Find connected components and their statistics\n", " num_labels, labels, stats, centroids = cv2.connectedComponentsWithStats(binary_image, connectivity=8)\n", "\n", " # Find the largest connected component\n", " max_area = 0\n", " max_label = 0\n", " for i in range(1, num_labels):\n", " if stats[i, cv2.CC_STAT_AREA] > max_area:\n", " max_area = stats[i, cv2.CC_STAT_AREA]\n", " max_label = i\n", "\n", " # Create a mask to remove the largest connected component (white area)\n", " mask = np.ones_like(binary_image) * 255 # Ensure the mask is a single-channel 8-bit image\n", " mask[labels == max_label] = 0\n", "\n", " # Create an image with an alpha channel\n", " image_with_alpha = np.zeros((image.shape[0], image.shape[1], 4), dtype=np.uint8)\n", " image_with_alpha[:, :, 0:3] = image # Copy RGB values\n", "\n", " # Apply the mask to the alpha channel\n", " image_with_alpha[:, :, 3] = mask # Set black areas to transparent and others to opaque\n", "\n", " return image_with_alpha" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Histological Image of replicate 1:\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Histological Image of replicate 2:\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# List of replicate numbers\n", "replicate_num = ['1', '2']\n", "\n", "# Generate the list of image paths\n", "image_paths = [f\"../../../Data/Mouse_Spleen_{num}/spatial/tissue_hires_image.png\" for num in replicate_num]\n", "\n", "# Process each image and display/save the results\n", "for i, image_path in enumerate(image_paths):\n", " result_image = remove_background(image_path)\n", " if result_image is not None:\n", " print(f\"Histological Image of replicate {i+1}:\")\n", " # Display the result image\n", " plt.figure(figsize=(6, 6))\n", " plt.imshow(cv2.cvtColor(result_image, cv2.COLOR_BGRA2RGBA))\n", " plt.title(f\"\")\n", " plt.axis('off') # Do not display the axis\n", " plt.savefig(f\"./replicate{i+1}/Histological_Image.png\", dpi=500, bbox_inches='tight')\n", " plt.savefig(f\"./replicate{i+1}/Histological_Image.eps\", bbox_inches='tight')\n", " plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Visualizing Germinal Centers" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "def find_GCs(image_path, GCs_color=[238, 85, 96, 255]):\n", " # Open the image file\n", " image = cv2.imread(image_path)\n", " if image is None:\n", " print(f\"Error: Unable to load image at {image_path}\")\n", " return None\n", " image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)\n", "\n", " # Get the height and width of the image\n", " height, width, _ = image.shape\n", "\n", " # Calculate the start and end coordinates for the cropping area\n", " start_x = int(width * 0.15) # Start at 15% of the width\n", " start_y = int(height * 0.08) # Start at 8% of the height\n", " end_x = int(width * 0.9) # End at 90% of the width\n", " end_y = int(height * 0.85) # End at 85% of the height\n", "\n", " # Crop the middle 80% of the image\n", " image = image[start_y:end_y, start_x:end_x]\n", "\n", " image = cv2.GaussianBlur(image, (51, 51), 0)\n", "\n", " # Convert the image to grayscale\n", " gray_image = cv2.cvtColor(image, cv2.COLOR_RGB2GRAY)\n", "\n", " # Perform binary thresholding; the threshold value can be adjusted according to the actual situation\n", " _, binary_image = cv2.threshold(gray_image, 185, 255, cv2.THRESH_BINARY)\n", "\n", " # Create a black image of the same size as the original image for drawing the binary red and blue regions, and add an alpha channel\n", " result_image = np.zeros((image.shape[0], image.shape[1], 4), dtype=np.uint8)\n", "\n", " # Set the transparency of red and blue, ranging from 0 to 255, with higher values being less transparent\n", " red_alpha = 255 # Transparency of red\n", " blue_alpha = 0 # Transparency of blue\n", " ## BGR\n", " result_image[binary_image == 255] = GCs_color\n", " result_image[binary_image == 0] = [0, 120, 120, blue_alpha] # Blue\n", "\n", " # Find the connected regions of the red area\n", " red_mask = result_image[:, :, 0] > 0 # Mask for the red area\n", " num_labels, labels, stats, centroids = cv2.connectedComponentsWithStats(red_mask.astype(np.uint8), connectivity=8)\n", "\n", " # Find the largest connected region (excluding the background)\n", " max_label = 1 + np.argmax(stats[1:, cv2.CC_STAT_AREA]) # The background label is 0, so start from 1 to find the maximum value\n", "\n", " # Set the largest connected region to transparent\n", " result_image[labels == max_label] = [0, 0, 0, 0]\n", "\n", " return result_image" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "GCs of replicate 1-red:\n" ] }, { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "GCs of replicate 2-red:\n" ] }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Color configuration dictionary (key is color name, value is RGB tuple)\n", "color_configs = {\n", " \"red\": [238, 85, 96, 255],\n", " \"gray\": [230, 226, 222, 255]\n", "}\n", "\n", "replicate_num = ['1', '2']\n", "image_paths = [f\"../../../Data/Mouse_Spleen_{num}/spatial/tissue_hires_image.png\" \n", " for num in replicate_num]\n", "\n", "for i, image_path in enumerate(image_paths, start=1):\n", " for color_name, bg_color in color_configs.items():\n", " result_img = find_GCs(image_path, bg_color)\n", " print(f\"GCs of replicate {i}-{color_name}:\")\n", " if result_img is not None:\n", " # Create output directory (if it doesn't exist)\n", " output_dir = f\"./replicate{i}/\"\n", " os.makedirs(output_dir, exist_ok=True)\n", " \n", " # Generate filename with color name\n", " filename = f\"GCs_{color_name}\"\n", " plt.figure(figsize=(10, 6))\n", " plt.imshow(result_img)\n", " plt.axis('off')\n", " \n", " plt.savefig(f\"{output_dir}/{filename}.png\", dpi=500, bbox_inches='tight')\n", " plt.savefig(f\"{output_dir}/{filename}.eps\", bbox_inches='tight')\n", " plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Visualizing Tissue Mask" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "def tissue_mask(image_path, background_color=[81, 192, 180]):\n", " # Open the image file\n", " image = cv2.imread(image_path)\n", " if image is None:\n", " print(f\"Error: Unable to load image at {image_path}\")\n", " return None\n", " image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)\n", "\n", " # Crop the image\n", " height, width, _ = image.shape\n", " start_x = int(width * 0.15)\n", " start_y = int(height * 0.08)\n", " end_x = int(width * 0.9)\n", " end_y = int(height * 0.85)\n", " image = image[start_y:end_y, start_x:end_x]\n", "\n", " # Image processing workflow\n", " image = cv2.GaussianBlur(image, (51, 51), 0)\n", " gray_blurred_image = cv2.cvtColor(image, cv2.COLOR_RGB2GRAY)\n", " _, binary_image = cv2.threshold(gray_blurred_image, 220, 255, cv2.THRESH_BINARY)\n", " \n", " # Connected component analysis\n", " binary_image_rgb = np.stack((binary_image,) * 3, axis=-1)\n", " binary_image_rgb[binary_image == 255] = [255, 255, 255]\n", " binary_image_rgb[binary_image == 0] = [0, 0, 255]\n", " \n", " num_labels, labels, stats, centroids = cv2.connectedComponentsWithStats(binary_image, 8)\n", " max_label = np.argmax(stats[1:, cv2.CC_STAT_AREA]) + 1\n", " \n", " # Apply dynamic background color\n", " mask = np.zeros_like(binary_image, dtype=np.uint8)\n", " mask[labels == max_label] = 255\n", " result_image = binary_image_rgb.copy()\n", " result_image[mask == 0] = background_color # Use the background color parameter passed in\n", " \n", " result_image = cv2.flip(result_image, 1)\n", " return result_image" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tissue mask of replicate 1-blue:\n" ] }, { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tissue mask of replicate 2-blue:\n" ] }, { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Color configuration dictionary (key is color name, value is RGB tuple)\n", "color_configs = {\n", " \"blue\": (81, 192, 180),\n", " \"gray\": (230, 226, 222)\n", "}\n", "\n", "replicate_num = ['1', '2']\n", "image_paths = [f\"../../../Data/Mouse_Spleen_{num}/spatial/tissue_hires_image.png\" \n", " for num in replicate_num]\n", "\n", "for i, image_path in enumerate(image_paths, start=1):\n", " for color_name, bg_color in color_configs.items():\n", " result_img = tissue_mask(image_path, bg_color)\n", " print(f\"tissue mask of replicate {i}-{color_name}:\")\n", " if result_img is not None:\n", " # Create output directory (if it doesn't exist)\n", " output_dir = f\"./replicate{i}\"\n", " os.makedirs(output_dir, exist_ok=True)\n", " \n", " # Generate filename with color name\n", " filename = f\"tissue_mask_{color_name}\"\n", " plt.figure(figsize=(10, 6))\n", " plt.imshow(result_img)\n", " plt.axis('off')\n", " \n", " plt.savefig(f\"{output_dir}/{filename}.png\", dpi=500, bbox_inches='tight')\n", " plt.savefig(f\"{output_dir}/{filename}.eps\", bbox_inches='tight')\n", " plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "SpaKnit", "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": "3.11.5" } }, "nbformat": 4, "nbformat_minor": 2 }