{
  "id": 516102,
  "title": "Zenodo Spine Segmentation Dataset",
  "url": "/competitions/rsna-2024-lumbar-spine-degenerative-classification/discussion/516102",
  "author_name": "",
  "post_date": "2024-07-01T10:33:44.422218300Z",
  "votes": 15,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Segmentation provides prior knowledge for localizing the spine condition. <br>\nTo begin working with this dataset (Chu, C., Belavy, D. L., Armbrecht, G., Bansmann, M., Felsenberg, D., &amp; Zheng, G. (2015). Annotated T2-weighted MR images of the Lower Spine [Data set]. Zenodo. <a href=\"https://doi.org/10.5281/zenodo.22304)\" target=\"_blank\">https://doi.org/10.5281/zenodo.22304)</a>, I have converted the .nii files into multiple .png slices.<br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F1879148%2F7e7cb84e0c7f09d9e80e9cc1f6826025%2FScreenshot%20from%202024-07-04%2012-20-38.png?generation=1720088470575286&amp;alt=media\"></p>\n<h1>Dataset</h1>\n<ul>\n<li><a href=\"https://www.kaggle.com/datasets/tabassumnova/lumbar-spine-segmentation/data\" target=\"_blank\">https://www.kaggle.com/datasets/tabassumnova/lumbar-spine-segmentation/data</a></li>\n</ul>\n<h1>Notebooks</h1>\n<ul>\n<li>Data analysis: <a href=\"https://www.kaggle.com/code/tabassumnova/eda-lumbar-spine-segmentation\" target=\"_blank\">https://www.kaggle.com/code/tabassumnova/eda-lumbar-spine-segmentation</a></li>\n<li>Unet Training: <a href=\"https://www.kaggle.com/code/tabassumnova/spine-segmentation-unet-training\" target=\"_blank\">https://www.kaggle.com/code/tabassumnova/spine-segmentation-unet-training</a></li>\n<li>Unet Inference: <a href=\"https://www.kaggle.com/code/tabassumnova/spine-segmentation-unet-inference\" target=\"_blank\">https://www.kaggle.com/code/tabassumnova/spine-segmentation-unet-inference</a></li>\n</ul>",
  "messages": [
    {
      "id": "2898777",
      "postDate": "07/01/2024 10:33:44",
      "content": "<p>Segmentation provides prior knowledge for localizing the spine condition. <br>\nTo begin working with this dataset (Chu, C., Belavy, D. L., Armbrecht, G., Bansmann, M., Felsenberg, D., &amp; Zheng, G. (2015). Annotated T2-weighted MR images of the Lower Spine [Data set]. Zenodo. <a href=\"https://doi.org/10.5281/zenodo.22304)\" target=\"_blank\">https://doi.org/10.5281/zenodo.22304)</a>, I have converted the .nii files into multiple .png slices.<br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F1879148%2F7e7cb84e0c7f09d9e80e9cc1f6826025%2FScreenshot%20from%202024-07-04%2012-20-38.png?generation=1720088470575286&amp;alt=media\"></p>\n<h1>Dataset</h1>\n<ul>\n<li><a href=\"https://www.kaggle.com/datasets/tabassumnova/lumbar-spine-segmentation/data\" target=\"_blank\">https://www.kaggle.com/datasets/tabassumnova/lumbar-spine-segmentation/data</a></li>\n</ul>\n<h1>Notebooks</h1>\n<ul>\n<li>Data analysis: <a href=\"https://www.kaggle.com/code/tabassumnova/eda-lumbar-spine-segmentation\" target=\"_blank\">https://www.kaggle.com/code/tabassumnova/eda-lumbar-spine-segmentation</a></li>\n<li>Unet Training: <a href=\"https://www.kaggle.com/code/tabassumnova/spine-segmentation-unet-training\" target=\"_blank\">https://www.kaggle.com/code/tabassumnova/spine-segmentation-unet-training</a></li>\n<li>Unet Inference: <a href=\"https://www.kaggle.com/code/tabassumnova/spine-segmentation-unet-inference\" target=\"_blank\">https://www.kaggle.com/code/tabassumnova/spine-segmentation-unet-inference</a></li>\n</ul>",
      "rawMarkdown": "Segmentation provides prior knowledge for localizing the spine condition. \nTo begin working with this dataset (Chu, C., Belavy, D. L., Armbrecht, G., Bansmann, M., Felsenberg, D., & Zheng, G. (2015). Annotated T2-weighted MR images of the Lower Spine [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22304), I have converted the .nii files into multiple .png slices.\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F1879148%2F7e7cb84e0c7f09d9e80e9cc1f6826025%2FScreenshot%20from%202024-07-04%2012-20-38.png?generation=1720088470575286&alt=media)\n\n# Dataset\n- https://www.kaggle.com/datasets/tabassumnova/lumbar-spine-segmentation/data\n\n# Notebooks\n- Data analysis: https://www.kaggle.com/code/tabassumnova/eda-lumbar-spine-segmentation\n- Unet Training: https://www.kaggle.com/code/tabassumnova/spine-segmentation-unet-training\n- Unet Inference: https://www.kaggle.com/code/tabassumnova/spine-segmentation-unet-inference",
      "votes": null
    },
    {
      "id": "2930329",
      "postDate": "07/20/2024 21:29:12",
      "content": "<p>The model segments the spine from image, doesnt it?</p>",
      "rawMarkdown": "The model segments the spine from image, doesnt it?",
      "votes": null
    },
    {
      "id": "2932898",
      "postDate": "07/23/2024 10:29:52",
      "content": "<p>Yes, from png images</p>",
      "rawMarkdown": "Yes, from png images",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2930329,
      "author_name": "denizcanelci",
      "author_url": "",
      "post_date": "07/20/2024 21:29:12",
      "content": "<p>The model segments the spine from image, doesnt it?</p>",
      "votes": null,
      "replies": [
        {
          "id": 2932898,
          "author_name": "tabassumnova",
          "author_url": "",
          "post_date": "07/23/2024 10:29:52",
          "content": "<p>Yes, from png images</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "2898777": "Segmentation provides prior knowledge for localizing the spine condition. \nTo begin working with this dataset (Chu, C., Belavy, D. L., Armbrecht, G., Bansmann, M., Felsenberg, D., & Zheng, G. (2015). Annotated T2-weighted MR images of the Lower Spine [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22304), I have converted the .nii files into multiple .png slices.\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F1879148%2F7e7cb84e0c7f09d9e80e9cc1f6826025%2FScreenshot%20from%202024-07-04%2012-20-38.png?generation=1720088470575286&alt=media)\n\n# Dataset\n- https://www.kaggle.com/datasets/tabassumnova/lumbar-spine-segmentation/data\n\n# Notebooks\n- Data analysis: https://www.kaggle.com/code/tabassumnova/eda-lumbar-spine-segmentation\n- Unet Training: https://www.kaggle.com/code/tabassumnova/spine-segmentation-unet-training\n- Unet Inference: https://www.kaggle.com/code/tabassumnova/spine-segmentation-unet-inference",
    "2930329": "The model segments the spine from image, doesnt it?",
    "2932898": "Yes, from png images"
  },
  "source": "meta"
}