{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.10.13","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"none","dataSources":[{"sourceId":71549,"databundleVersionId":8561470,"sourceType":"competition"}],"dockerImageVersionId":30698,"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":false}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"import numpy as np \nimport pandas as pd","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# Understanding the Data\n\n- `study_id` - The study ID. Each study may include multiple series of images.\n- `condition_level` - The target labels, such as spinal_canal_stenosis_l1_l2, with the severity levels of Normal/Mild, Moderate, or Severe. Some entries have incomplete labels.\n- `series_id`- The imagery series ID.\n- `instance_number` - The image's order number within the 3D stack.\n- `condition` - There are three core conditions: spinal canal stenosis (Refer to image - Central Stenosis), neural_foraminal_narrowing (Foraminal), and subarticular_stenosis(Lateral). The latter two are considered for each side of the spine.\n- `level` - The relevant vertebrae, such as l3_l4!\n- `x/y` - The x/y coordinates for the center of the area that defined the label\n- `row_id` - A slug of the study ID, condition, and level such as 12345_spinal_canal_stenosis_l3_l4.\n- `[normal_mild/moderate/severe]` - The three prediction columns.\n- `series_description` The scan's orientation\n\n<img src=\"https://www.braceability.com/cdn/shop/articles/difference-between-lateral-central-and-foraminal-spinal-stenosis_3625x.jpg?v=1525707605\" width=\"600px\" height=\"400px\">\n\n\nFrom this image since stenonsis is pretty internal, and nerve related it seems pretty tough to detect these conditions but let's see what the actual images showcase and then comment again\n\nThe vertebrate level's are in numerical ascending order downwards as - <div>\n<img src=\"https://www.bjanaesthesia.org.uk/cms/attachment/0c8a00ff-cf57-4ae2-a37b-c672779f240a/gr2_lrg.jpg\" width=\"600px\" height=\"400px\">\n\nAlso, as we understand from the attributes in data \n    \n    Study ID - > Series ID - > Instance Number - > Condition & Level\n                                    \n        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"},"e08e042c-78b6-425e-a24c-120fa03548d9.jpeg":{"image/jpeg":"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"}}},{"cell_type":"code","source":"import numpy as np\nimport pandas as pd\n\nimport matplotlib.pyplot as plt\n","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"train = pd.read_csv('/kaggle/input/rsna-2024-lumbar-spine-degenerative-classification/train.csv')\ntrain_s_desc = pd.read_csv('/kaggle/input/rsna-2024-lumbar-spine-degenerative-classification/train_series_descriptions.csv')\ntrain_label_coordinates = pd.read_csv('/kaggle/input/rsna-2024-lumbar-spine-degenerative-classification/train_label_coordinates.csv')\ntest_s_desc = pd.read_csv('/kaggle/input/rsna-2024-lumbar-spine-degenerative-classification/test_series_descriptions.csv')\nsample_sub = pd.read_csv('/kaggle/input/rsna-2024-lumbar-spine-degenerative-classification/sample_submission.csv')","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# What is happening in each study?\n\nIn each study, there is condition of stenosis given for each level of the spine, along with condition of each type of stenosis and the area is which is studied in each image is given by the x/y coordinates","metadata":{}},{"cell_type":"code","source":"train.head()","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"train_s_desc.head()","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"train_s_desc.series_description.value_counts()","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"So what does Axial and Sagittal mean? Let's try to understand that - \n\nAxial T2 - refers to an axial (cross-sectional) T2-weighted MRI sequence of the spine. T2-weighted images are useful for detecting pathologies like edema, inflammation, or lesions which appear hyperintense (brighter) compared to normal tissues. Tl;dr - It is similar to the first image I display above, and gives a cross-sectional view\n\nSagittal T1 - refers to a sagittal (lengthwise) T1-weighted MRI sequence of the spine. T1-weighted images provide good anatomical detail and contrast between different soft tissues.\n\nSagittal T2/STIR refers to either:\nA sagittal T2-weighted sequence, which is sensitive to detecting lesions, edema, and other pathologies that appear hyperintense.\nA sagittal STIR (Short Tau Inversion Recovery) sequence, which is a fat-suppressed T2-weighted sequence that helps highlight lesions and edema by suppressing the bright fat signal\n\nTl;dr Sagittal images are similar to the second image I display above. I'll try to make it more clear the difference between the two Sagittal images\n\nBasically there are three types of images in the whole data","metadata":{}},{"cell_type":"code","source":"train_label_coordinates.head()","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"test_s_desc.head()","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"sample_sub.head()","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# What do we need to predict?\n\nFor a given study in the test data, we need to predict the severity condition of all types of stenosis at all levels. So from a first impression it seems a very heavy problem, because we need to predict for each of the 25 different possible combinations. ","metadata":{}},{"cell_type":"code","source":"# summary table function\ndef summary(df):\n    print(f'data shape: {df.shape}')\n    summ = pd.DataFrame(df.dtypes, columns=['data type'])\n    summ['#missing'] = df.isnull().sum().values \n    summ['%missing'] = (df.isnull().sum().values / len(df)) * 100\n    summ['#unique'] = df.nunique().values\n    desc = pd.DataFrame(df.describe(include='all').transpose())\n    summ['min'] = desc['min'].values\n    summ['max'] = desc['max'].values\n    summ['first value'] = df.loc[0].values\n    summ['second value'] = df.loc[1].values\n    summ['third value'] = df.loc[2].values\n    \n    return summ","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"summary(train)","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"summary(train_s_desc)","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"summary(train_label_coordinates)","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"summary(test_s_desc)","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"summary(sample_sub)","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"test_s_desc","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"sample_sub","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"# Exploring the data","metadata":{}},{"cell_type":"code","source":"columns = train.drop('study_id',axis=1).columns\n\npercentage_tables = {}\n\nfor col in columns:\n    value_counts = train[col].value_counts(normalize=True)\n    percentage_table = pd.DataFrame({'Percentage': value_counts.values * 100}, index=value_counts.index)\n    percentage_tables[col] = percentage_table\n\ntable_data = []\nfor col, table in percentage_tables.items():\n    for index, row in table.iterrows():\n        table_data.append((col, index, row['Percentage']))\n\nfinal_table = pd.DataFrame(table_data, columns=['Column', 'Label', 'Percentage'])\n\nlabel_order = ['Normal/Mild', 'Moderate', 'Severe']\n\npivoted_table = final_table.pivot(index='Column', columns='Label', values='Percentage')\npivoted_table = pivoted_table.fillna(0).round(2)\npivoted_table = pivoted_table[label_order]\npivoted_table","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"import matplotlib.pyplot as plt\n\nax = pivoted_table.plot(kind='bar', stacked=True, figsize=(10, 6))\n\n# Set the title and axis labels\nplt.title('Percentage Distribution of Severity', fontsize=16)\nplt.xlabel('Study Type/Area', fontsize=14)\nplt.ylabel('Percentage', fontsize=14)\n\n# Rotate the x-axis labels for better visibility\nplt.xticks(rotation=45, ha='right')\n\n# Add a legend\nplt.legend(title='Labels', bbox_to_anchor=(1.02, 1), loc='upper left')\n\n# Adjust the layout to prevent overlapping of the legend\nplt.tight_layout()\n\n# Display the plot\nplt.show()","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Interestingly L4/L5 have most cases for Moderate/Severe conditions. From a layman perspective given L4/L5 are at the bottom they would be the most stressed vertrebate which might be the reason for skewness\n\n## Let's pick a study to see images\n","metadata":{}},{"cell_type":"code","source":"train.head()","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"train_s_desc[train_s_desc.study_id==4003253]","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"train_label_coordinates[train_label_coordinates.study_id==4003253]","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"path = '/kaggle/input/rsna-2024-lumbar-spine-degenerative-classification/train_images/' + '4003253/' + '702807833/' + '8' + '.dcm'","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"def get_path(study,series,instance):\n    return '/kaggle/input/rsna-2024-lumbar-spine-degenerative-classification/train_images/' + f'{study}/' + f'{series}/' + f'{instance}' + '.dcm'","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"get_path(4003253,702807833,8)","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"import pydicom as dicom\nimport matplotlib.patches as patches\n\nds = dicom.dcmread(path)\n# plt.imshow(ds.pixel_array)\n# plt.show()\n\n# Create a figure and axis\nfig, ax = plt.subplots(figsize=(10, 6))\n\n# Display the image\nax.imshow(ds.pixel_array)\n\n# Create a legend\nlegend_elements = []\n    \n# Plot the coordinates for the current condition\nfor _, row in train_label_coordinates[(train_label_coordinates.study_id==4003253) & (train_label_coordinates.instance_number==8)].iterrows():\n    x, y = row['x'], row['y']\n    rect = patches.Rectangle((x - 5, y - 5), 10, 10, linewidth=1, edgecolor='r', facecolor='none')\n    ax.add_patch(rect)\n\n    # Add the condition to the legend\n    legend_elements.append(patches.Patch(facecolor='none', edgecolor='r'))\n\n# Add title\ntitle = f\"Study: {4003253}, Series: {702807833}, Instance: {8}\"\nax.set_title(title)\n\n# Display additional columns\nfor _, row in train_label_coordinates[(train_label_coordinates.study_id==4003253) & (train_label_coordinates.instance_number==8)].iterrows():\n    text = f\"level: {row['level']}\"\n    ax.text(row['x'] + 10, row['y'], text, fontsize=8,color='white', verticalalignment='center_baseline')\n\n# Remove the axis ticks\n# ax.set_xticks([])\n# ax.set_yticks([])\n\n# Display the plot\nplt.show()","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"path = get_path(4003253,2448190387,28)","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"import pydicom as dicom\nimport matplotlib.patches as patches\nimport cv2\n\nds = dicom.dcmread(path)\n# plt.imshow(ds.pixel_array)\n# plt.show()\nimage = ds.pixel_array\n# Rotate the image 180 degrees\n# rows, cols = image.shape[:2]\n# rotation_matrix = cv2.getRotationMatrix2D((cols / 2, rows / 2), 180, 1)\n# rotated_image = cv2.warpAffine(image, rotation_matrix, (cols, rows))\n\n\n# Create a figure and axis\nfig, ax = plt.subplots(figsize=(10, 6))\n\n# Display the image\nax.imshow(image)\n\n# Create a legend\nlegend_elements = []\n    \n# Plot the coordinates for the current condition\nfor _, row in train_label_coordinates[(train_label_coordinates.study_id==4003253) & (train_label_coordinates.instance_number==28)].iterrows():\n    x, y = row['x'], row['y']\n    rect = patches.Rectangle((x - 5, y - 5), 10, 10, linewidth=1, edgecolor='r', facecolor='none')\n    ax.add_patch(rect)\n\n    # Add the condition to the legend\n    legend_elements.append(patches.Patch(facecolor='none', edgecolor='r'))\n\n# Add title\ntitle = f\"Study: {4003253}, Series: {2448190387}, Instance: {28}\"\nax.set_title(title)\n\n# Display additional columns\n# for _, row in train_label_coordinates[(train_label_coordinates.study_id==4003253) & (train_label_coordinates.instance_number==28)].iterrows():\n#     text = f\"level: {row['level']}\"\n#     ax.text(row['x'] + 10, row['y'], text, fontsize=8,color='white', verticalalignment='center_baseline')\n\n# Remove the axis ticks\n# ax.set_xticks([])\n# ax.set_yticks([])\n\n# Display the plot\nplt.show()","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Since the image are upside down currently compared to the reference image I added initially, we can notice the right side (essentially the left) is slightly pinched incidicating left Subarticular Stenosis condition which is given as moderate in the data ","metadata":{}},{"cell_type":"code","source":"train_label_coordinates[train_label_coordinates.study_id==4646740]","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"path = get_path(4646740,3201256954,34)","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"import pydicom as dicom\nimport matplotlib.patches as patches\nimport cv2\n\nds = dicom.dcmread(path)\n# plt.imshow(ds.pixel_array)\n# plt.show()\nimage = ds.pixel_array\n# Rotate the image 180 degrees\n# rows, cols = image.shape[:2]\n# rotation_matrix = cv2.getRotationMatrix2D((cols / 2, rows / 2), 180, 1)\n# rotated_image = cv2.warpAffine(image, rotation_matrix, (cols, rows))\n\n\n# Create a figure and axis\nfig, ax = plt.subplots(figsize=(10, 6))\n\n# Display the image\nax.imshow(image)\n\n# Create a legend\nlegend_elements = []\n    \n# Plot the coordinates for the current condition\nfor _, row in train_label_coordinates[(train_label_coordinates.study_id==4646740) & (train_label_coordinates.instance_number==34)].iterrows():\n    x, y = row['x'], row['y']\n    rect = patches.Rectangle((x - 5, y - 5), 10, 10, linewidth=1, edgecolor='r', facecolor='none')\n    ax.add_patch(rect)\n\n    # Add the condition to the legend\n    legend_elements.append(patches.Patch(facecolor='none', edgecolor='r'))\n\n# Add title\ntitle = f\"Study: {4646740}, Series: {3201256954}, Instance: {34}\"\nax.set_title(title)\n\n# Display additional columns\n# for _, row in train_label_coordinates[(train_label_coordinates.study_id==4646740) & (train_label_coordinates.instance_number==34)].iterrows():\n#     text = f\"level: {row['level']}\"\n#     ax.text(row['x'] + 10, row['y'], text, fontsize=8,color='white', verticalalignment='center_baseline')\n\n# Remove the axis ticks\n# ax.set_xticks([])\n# ax.set_yticks([])\n\n# Display the plot\nplt.show()","metadata":{"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"Here the Left Subarticular Stenosis is Severe as it completely pinched in the image.\n\nI'll keep adding more analysis as I work throught it.","metadata":{}},{"cell_type":"code","source":"","metadata":{},"execution_count":null,"outputs":[]}]}