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"}}},{"cell_type":"markdown","source":"# Libraries","metadata":{}},{"cell_type":"code","source":"import warnings\nwarnings.filterwarnings(\"ignore\")\n\nimport numpy as np\nimport pandas as pd\nimport matplotlib.pyplot as plt\nimport matplotlib.patches as mpatches\nimport cv2\nfrom pathlib import Path\nfrom glob import glob\nimport os\nfrom tqdm.notebook import tqdm\nimport ipywidgets as widgets\nfrom ipywidgets import Output\nfrom IPython.display import display\nimport nibabel as nib","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","execution":{"iopub.status.busy":"2023-08-09T14:45:57.185697Z","iopub.execute_input":"2023-08-09T14:45:57.186106Z","iopub.status.idle":"2023-08-09T14:45:57.779663Z","shell.execute_reply.started":"2023-08-09T14:45:57.186074Z","shell.execute_reply":"2023-08-09T14:45:57.778277Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# Directories","metadata":{}},{"cell_type":"code","source":"root_path = Path(\"/kaggle/input/rsna-2023-abdominal-trauma-detection\")\ntrain_path = root_path / \"train_images\"\ntest_path = root_path / \"test_images\"\nsegmentation_path = Path(\"/kaggle/input/rsna-2023-abdominal-trauma-detection/segmentations\")","metadata":{"execution":{"iopub.status.busy":"2023-08-09T14:45:57.783055Z","iopub.execute_input":"2023-08-09T14:45:57.783523Z","iopub.status.idle":"2023-08-09T14:45:57.789827Z","shell.execute_reply.started":"2023-08-09T14:45:57.783477Z","shell.execute_reply":"2023-08-09T14:45:57.788478Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"train_pts = [train_path / pt for pt in os.listdir(train_path)]\ntrain_series = {pt_path.parts[-1]: os.listdir(pt_path) for pt_path in train_pts}\n\nprint(f\"Patient Path: {train_pts[0]}\")\nprint(\"Key: %s | Value: %s\" % (next(iter(train_series.items()))))","metadata":{"execution":{"iopub.status.busy":"2023-08-09T14:45:57.791776Z","iopub.execute_input":"2023-08-09T14:45:57.792225Z","iopub.status.idle":"2023-08-09T14:46:06.858362Z","shell.execute_reply.started":"2023-08-09T14:45:57.792164Z","shell.execute_reply":"2023-08-09T14:46:06.857014Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"segment_series = {pt.split('.')[0]: segmentation_path / pt for pt in os.listdir(segmentation_path)}\n\nprint(\"Key: %s | Value: %s\" % (next(iter(segment_series.items()))))","metadata":{"execution":{"iopub.status.busy":"2023-08-09T14:46:06.86013Z","iopub.execute_input":"2023-08-09T14:46:06.860956Z","iopub.status.idle":"2023-08-09T14:46:06.914283Z","shell.execute_reply.started":"2023-08-09T14:46:06.860911Z","shell.execute_reply":"2023-08-09T14:46:06.912475Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"train_imgs = {}\ntrain_masks = {}\nfor pt_id, series in train_series.items():\n    train_imgs[pt_id] = [False, tuple(series)]\n    for i, s_id in enumerate(series):\n        if s_id in segment_series:\n            train_imgs[pt_id][0] = True\n            train_masks[pt_id] = tuple(series)","metadata":{"execution":{"iopub.status.busy":"2023-08-09T14:46:06.918564Z","iopub.execute_input":"2023-08-09T14:46:06.918965Z","iopub.status.idle":"2023-08-09T14:46:06.931254Z","shell.execute_reply.started":"2023-08-09T14:46:06.918933Z","shell.execute_reply":"2023-08-09T14:46:06.930287Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"! pip install dicomsdl","metadata":{"execution":{"iopub.status.busy":"2023-08-09T14:46:06.93246Z","iopub.execute_input":"2023-08-09T14:46:06.933647Z","iopub.status.idle":"2023-08-09T14:46:22.499689Z","shell.execute_reply.started":"2023-08-09T14:46:06.933609Z","shell.execute_reply":"2023-08-09T14:46:22.497919Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"### Function to convert slices to a single stacked array","metadata":{}},{"cell_type":"code","source":"import dicomsdl as dicom\n\ndef order_slices(path):\n    return int(path.parts[-1].split('.')[-2])\n\ndef images_to_array(pt_id, series_id):\n    path = train_path / pt_id / series_id\n    images = [path / img for img in os.listdir(path)]\n    images = sorted(images, key= order_slices)\n    img_arr = np.array([dicom.open(str(img_path)).pixelData() for img_path in images])\n    return img_arr.astype(np.uint8)\n\ndef masks_to_array(pt_id, series_id):\n    path = segmentation_path / (series_id + '.nii')\n    mask_nii = nib.load(path)\n    img_arr = np.array(mask_nii.get_fdata())\n    return img_arr.astype(np.uint8)","metadata":{"execution":{"iopub.status.busy":"2023-08-09T14:46:22.502478Z","iopub.execute_input":"2023-08-09T14:46:22.502941Z","iopub.status.idle":"2023-08-09T14:46:22.526761Z","shell.execute_reply.started":"2023-08-09T14:46:22.502892Z","shell.execute_reply":"2023-08-09T14:46:22.525278Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# Color Map and Legends for Masks","metadata":{}},{"cell_type":"code","source":"color_map = {\n    0: (0, 0, 0), \n    1: (255, 0, 0), \n    2: (0, 255, 0),\n    3: (0, 0, 255), \n    4: (255, 255, 0),\n    5: (255, 0, 255) \n}\n\n\nlegend_handles = [\n    mpatches.Patch(color=np.array(color_map[1])/255, label='Liver'),\n    mpatches.Patch(color=np.array(color_map[2])/255, label='Spleen'),\n    mpatches.Patch(color=np.array(color_map[3])/255, label='Left Kidney'),\n    mpatches.Patch(color=np.array(color_map[4])/255, label='Right Kidney'),\n    mpatches.Patch(color=np.array(color_map[5])/255, label='Bowel')\n]","metadata":{"execution":{"iopub.status.busy":"2023-08-09T14:49:50.010328Z","iopub.execute_input":"2023-08-09T14:49:50.010756Z","iopub.status.idle":"2023-08-09T14:49:50.020474Z","shell.execute_reply.started":"2023-08-09T14:49:50.010723Z","shell.execute_reply":"2023-08-09T14:49:50.019623Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# Segmentation Mask","metadata":{}},{"cell_type":"code","source":"def gamma_correct(img, gamma):\n    lookUpTable = np.empty((1,256), np.uint8)\n\n    for i in range(256):\n        lookUpTable[0,i] = np.clip(pow(i / 255.0, gamma) * 255.0, 0, 255)\n    out = cv2.LUT(img, lookUpTable)\n    return out\n\ndef combine_image_mask(orig_image, mask):\n    mask_rgb = np.zeros((mask.shape[0], mask.shape[1], 3), dtype=np.uint8)\n    \n    for class_id, color in color_map.items():\n        mask_rgb[mask == class_id] = color\n        \n    orig_image = cv2.cvtColor(orig_image, cv2.COLOR_GRAY2RGB)\n    \n    combined = gamma_correct(cv2.addWeighted(orig_image, 0.7, mask_rgb, 0.3, 0), gamma=0.6)\n    return combined","metadata":{"execution":{"iopub.status.busy":"2023-08-09T14:49:51.691147Z","iopub.execute_input":"2023-08-09T14:49:51.691889Z","iopub.status.idle":"2023-08-09T14:49:51.700351Z","shell.execute_reply.started":"2023-08-09T14:49:51.691845Z","shell.execute_reply":"2023-08-09T14:49:51.699398Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"def mask_coronal(orig_image, mask, slc):\n    mask = np.transpose(mask, (1, 0, 2))\n    mask = np.rot90(mask, 1, (1, 2))\n    mask = mask[::-1][slc]\n    \n    combined = combine_image_mask(orig_image, mask)\n    return combined\n\ndef mask_sagittal(orig_image, mask, slc):\n    mask = np.fliplr(mask[slc, :, :])\n    mask = np.rot90(mask, k=-1)\n\n    combined = combine_image_mask(orig_image, mask)\n    return combined\n\ndef mask_axial(orig_image, mask, slc):\n    mask = np.transpose(mask, (2, 0, 1))\n    mask = mask[::-1][slc]\n    mask = np.rot90(mask)\n    \n    combined = combine_image_mask(orig_image, mask)\n    return combined","metadata":{"execution":{"iopub.status.busy":"2023-08-09T14:49:52.465945Z","iopub.execute_input":"2023-08-09T14:49:52.46634Z","iopub.status.idle":"2023-08-09T14:49:52.47534Z","shell.execute_reply.started":"2023-08-09T14:49:52.466309Z","shell.execute_reply":"2023-08-09T14:49:52.47425Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# 5 patients indexes with segmentations\nsegmented_idx = [i for i, pt_path in enumerate(train_pts) if pt_path.parts[-1] in train_masks]\nsegmented_idx[:5]","metadata":{"execution":{"iopub.status.busy":"2023-08-09T14:49:53.690277Z","iopub.execute_input":"2023-08-09T14:49:53.691012Z","iopub.status.idle":"2023-08-09T14:49:53.702217Z","shell.execute_reply.started":"2023-08-09T14:49:53.690973Z","shell.execute_reply":"2023-08-09T14:49:53.70103Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# Starting with a segmented series\nidx = 50\npt_id = train_pts[idx].parts[-1]\ns_id = train_imgs[pt_id][1][0]\ncurrent_arr = images_to_array(pt_id, s_id)\n\n# If starting series is not segmented, the current mask should be None\ncurrent_mask = masks_to_array(pt_id, s_id)","metadata":{"execution":{"iopub.status.busy":"2023-08-09T14:49:54.530778Z","iopub.execute_input":"2023-08-09T14:49:54.531575Z","iopub.status.idle":"2023-08-09T14:49:58.095875Z","shell.execute_reply.started":"2023-08-09T14:49:54.53153Z","shell.execute_reply":"2023-08-09T14:49:58.094791Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"out = None\n\nsliders = {\n    \"Patient\": [idx, len(train_pts)],\n    \"Axial\": [213, current_arr.shape[0] - 1],\n    \"Sagittal\": [342, current_arr.shape[1] - 1],\n    \"Coronal\": [210, current_arr.shape[2] - 1]\n}\n\ndef set_sliders_max(current_arr):\n    sliders_idx['Axial'].max = current_arr.shape[0] - 1\n    sliders_idx['Sagittal'].max = current_arr.shape[1] - 1\n    sliders_idx['Coronal'].max = current_arr.shape[2] - 1\n    \nsliders_idx = {}\nfor k, v in sliders.items():\n    sliders_idx[k] = widgets.IntSlider(value=v[0], min=0, max=v[1], step=1, description=k)\n    if k == \"Patient\":\n        out = Output()\n\nset_sliders_max(current_arr)","metadata":{"execution":{"iopub.status.busy":"2023-08-09T14:49:58.097862Z","iopub.execute_input":"2023-08-09T14:49:58.098189Z","iopub.status.idle":"2023-08-09T14:49:58.122971Z","shell.execute_reply.started":"2023-08-09T14:49:58.098161Z","shell.execute_reply":"2023-08-09T14:49:58.121636Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"def on_patient_change(change):\n    global current_arr, current_mask\n    with out:\n        idx = change['new']\n        pt_id = train_pts[idx].parts[-1]\n        s_id = train_imgs[pt_id][1][0]\n        current_arr = images_to_array(pt_id, s_id)\n\n        # Does patient has a mask?\n        if train_imgs[pt_id][0]:\n            current_mask = masks_to_array(pt_id, s_id)\n        else:\n            current_mask = None\n            \n        set_sliders_max(current_arr)\n\n\nsliders_idx[\"Patient\"].observe(on_patient_change, names='value')","metadata":{"execution":{"iopub.status.busy":"2023-08-09T14:49:58.124804Z","iopub.execute_input":"2023-08-09T14:49:58.125418Z","iopub.status.idle":"2023-08-09T14:49:58.137742Z","shell.execute_reply.started":"2023-08-09T14:49:58.125375Z","shell.execute_reply":"2023-08-09T14:49:58.136563Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# NOTE:\n### The next cell is interactive, and I have commented out the last two lines so that it can be committed. You can uncomment them while editing.","metadata":{}},{"cell_type":"code","source":"def update_image(**sliders_idx):\n    imgs = {}\n    imgs['Axial View'] = current_arr[sliders_idx['Axial'], :, :]\n    imgs['Sagittal View'] = current_arr[:, :, sliders_idx['Sagittal']]\n    imgs['Coronal View'] = current_arr[:, sliders_idx['Coronal'], :]\n    \n    if current_mask is not None:\n        imgs['Axial Mask'] = mask_axial(imgs['Axial View'], current_mask, sliders_idx['Axial'])\n        imgs['Sagittal Mask'] = mask_sagittal(imgs['Sagittal View'], current_mask, sliders_idx['Sagittal'])\n        imgs['Coronal Mask'] = mask_coronal(imgs['Coronal View'], current_mask, sliders_idx['Coronal'])\n\n    rows, cols = 2, 3\n    fig, axes = plt.subplots(rows, cols, figsize=(12, 10))\n\n    for i, (title, img) in enumerate(imgs.items()):\n        row = i // cols\n        col = i % cols\n        cm = \"gray\" if img.ndim == 2 else \"viridis\"\n        axes[row, col].clear()\n        axes[row, col].imshow(img, cmap=cm, aspect='auto')\n        axes[row, col].set_title(title)\n        \n        if i == 5:\n            axes[row, col].legend(handles=legend_handles, bbox_to_anchor=(1.05, 1), loc='upper left', fontsize='small')\n    \n# interactive_plot = widgets.interactive(update_image, **sliders_idx)\n# display(interactive_plot, out)","metadata":{"execution":{"iopub.status.busy":"2023-08-09T14:50:02.721542Z","iopub.execute_input":"2023-08-09T14:50:02.721921Z","iopub.status.idle":"2023-08-09T14:50:05.000095Z","shell.execute_reply.started":"2023-08-09T14:50:02.721892Z","shell.execute_reply":"2023-08-09T14:50:04.999102Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{},"execution_count":null,"outputs":[]}]}