{
  "id": 174434,
  "title": "All you wanted to know about DICOM files and you were afraid to ask",
  "url": "/competitions/osic-pulmonary-fibrosis-progression/discussion/174434",
  "author_name": "",
  "post_date": "2020-08-13T14:46:31.576370800Z",
  "votes": 22,
  "comment_count": 1,
  "views": 0,
  "content": "<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F769452%2Fd7cf4a4ce7792c619e9ba5818cf82b45%2Funnamed.png?generation=1597329981121982&amp;alt=media\" alt=\"\"><br>\nI include here a list of various resources (projects, libraries, Kaggle Kernels, tutorials) useful for exploring DICOM image files and working with DICOM files.  </p>\n<ul>\n<li>DICOM Standard, <a href=\"https://www.dicomstandard.org/\" target=\"_blank\">https://www.dicomstandard.org/</a></li>\n<li>Getting Started with Pydicom, <a href=\"https://pydicom.github.io/pydicom/stable/getting_started.html\" target=\"_blank\">https://pydicom.github.io/pydicom/stable/getting_started.html</a>    </li>\n<li>ITKPYthon package, <a href=\"https://itkpythonpackage.readthedocs.io/en/latest/\" target=\"_blank\">https://itkpythonpackage.readthedocs.io/en/latest/</a>   </li>\n<li>DICOM read example in Python, <a href=\"https://www.programcreek.com/python/example/97517/dicom.read_file\" target=\"_blank\">https://www.programcreek.com/python/example/97517/dicom.read_file</a>   </li>\n<li>DICOM in Python, <a href=\"https://github.com/pydicom\" target=\"_blank\">https://github.com/pydicom</a>     </li>\n<li>DICOM in Python: Importing medical image data into NumPy with PyDICOM and VTK,  <br>\n<a href=\"https://pyscience.wordpress.com/2014/09/08/dicom-in-python-importing-medical-image-data-into-numpy-with-pydicom-and-vtk/\" target=\"_blank\">https://pyscience.wordpress.com/2014/09/08/dicom-in-python-importing-medical-image-data-into-numpy-with-pydicom-and-vtk/</a>    </li>\n<li>Kevin Mader, Lung Opacity Overview, <a href=\"https://www.kaggle.com/kmader/lung-opacity-overview\" target=\"_blank\">https://www.kaggle.com/kmader/lung-opacity-overview</a>   </li>\n<li>Modality Specific Modules, DICOM Standard,  <a href=\"http://dicom.nema.org/medical/dicom/2014c/output/chtml/part03/sect_C.8.html\" target=\"_blank\">http://dicom.nema.org/medical/dicom/2014c/output/chtml/part03/sect_C.8.html</a>   </li>\n<li>DICOM Processing and Segmentation in Python, <a href=\"https://www.raddq.com/dicom-processing-segmentation-visualization-in-python/\" target=\"_blank\">https://www.raddq.com/dicom-processing-segmentation-visualization-in-python/</a>    </li>\n<li>DICOM Standard Browser, <a href=\"https://dicom.innolitics.com/ciods\" target=\"_blank\">https://dicom.innolitics.com/ciods</a>   </li>\n<li>How can I read a DICOM image in Python, <a href=\"https://www.quora.com/How-can-I-read-a-DICOM-image-in-Python\" target=\"_blank\">https://www.quora.com/How-can-I-read-a-DICOM-image-in-Python</a>    </li>\n<li>Visualize CT DICOM Data, <a href=\"https://www.kaggle.com/gpreda/visualize-ct-dicom-data\" target=\"_blank\">https://www.kaggle.com/gpreda/visualize-ct-dicom-data</a>  </li>\n</ul>",
  "messages": [
    {
      "id": "969205",
      "postDate": "08/13/2020 14:46:31",
      "content": "<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F769452%2Fd7cf4a4ce7792c619e9ba5818cf82b45%2Funnamed.png?generation=1597329981121982&amp;alt=media\" alt=\"\"><br>\nI include here a list of various resources (projects, libraries, Kaggle Kernels, tutorials) useful for exploring DICOM image files and working with DICOM files.  </p>\n<ul>\n<li>DICOM Standard, <a href=\"https://www.dicomstandard.org/\" target=\"_blank\">https://www.dicomstandard.org/</a></li>\n<li>Getting Started with Pydicom, <a href=\"https://pydicom.github.io/pydicom/stable/getting_started.html\" target=\"_blank\">https://pydicom.github.io/pydicom/stable/getting_started.html</a>    </li>\n<li>ITKPYthon package, <a href=\"https://itkpythonpackage.readthedocs.io/en/latest/\" target=\"_blank\">https://itkpythonpackage.readthedocs.io/en/latest/</a>   </li>\n<li>DICOM read example in Python, <a href=\"https://www.programcreek.com/python/example/97517/dicom.read_file\" target=\"_blank\">https://www.programcreek.com/python/example/97517/dicom.read_file</a>   </li>\n<li>DICOM in Python, <a href=\"https://github.com/pydicom\" target=\"_blank\">https://github.com/pydicom</a>     </li>\n<li>DICOM in Python: Importing medical image data into NumPy with PyDICOM and VTK,  <br>\n<a href=\"https://pyscience.wordpress.com/2014/09/08/dicom-in-python-importing-medical-image-data-into-numpy-with-pydicom-and-vtk/\" target=\"_blank\">https://pyscience.wordpress.com/2014/09/08/dicom-in-python-importing-medical-image-data-into-numpy-with-pydicom-and-vtk/</a>    </li>\n<li>Kevin Mader, Lung Opacity Overview, <a href=\"https://www.kaggle.com/kmader/lung-opacity-overview\" target=\"_blank\">https://www.kaggle.com/kmader/lung-opacity-overview</a>   </li>\n<li>Modality Specific Modules, DICOM Standard,  <a href=\"http://dicom.nema.org/medical/dicom/2014c/output/chtml/part03/sect_C.8.html\" target=\"_blank\">http://dicom.nema.org/medical/dicom/2014c/output/chtml/part03/sect_C.8.html</a>   </li>\n<li>DICOM Processing and Segmentation in Python, <a href=\"https://www.raddq.com/dicom-processing-segmentation-visualization-in-python/\" target=\"_blank\">https://www.raddq.com/dicom-processing-segmentation-visualization-in-python/</a>    </li>\n<li>DICOM Standard Browser, <a href=\"https://dicom.innolitics.com/ciods\" target=\"_blank\">https://dicom.innolitics.com/ciods</a>   </li>\n<li>How can I read a DICOM image in Python, <a href=\"https://www.quora.com/How-can-I-read-a-DICOM-image-in-Python\" target=\"_blank\">https://www.quora.com/How-can-I-read-a-DICOM-image-in-Python</a>    </li>\n<li>Visualize CT DICOM Data, <a href=\"https://www.kaggle.com/gpreda/visualize-ct-dicom-data\" target=\"_blank\">https://www.kaggle.com/gpreda/visualize-ct-dicom-data</a>  </li>\n</ul>",
      "rawMarkdown": "![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F769452%2Fd7cf4a4ce7792c619e9ba5818cf82b45%2Funnamed.png?generation=1597329981121982&alt=media)\n\n\nI include here a list of various resources (projects, libraries, Kaggle Kernels, tutorials) useful for exploring DICOM image files and working with DICOM files.  \n\n* DICOM Standard, https://www.dicomstandard.org/\n* Getting Started with Pydicom, https://pydicom.github.io/pydicom/stable/getting_started.html    \n* ITKPYthon package, https://itkpythonpackage.readthedocs.io/en/latest/   \n* DICOM read example in Python, https://www.programcreek.com/python/example/97517/dicom.read_file   \n* DICOM in Python, https://github.com/pydicom     \n* DICOM in Python: Importing medical image data into NumPy with PyDICOM and VTK,  \nhttps://pyscience.wordpress.com/2014/09/08/dicom-in-python-importing-medical-image-data-into-numpy-with-pydicom-and-vtk/    \n* Kevin Mader, Lung Opacity Overview, https://www.kaggle.com/kmader/lung-opacity-overview   \n* Modality Specific Modules, DICOM Standard,  http://dicom.nema.org/medical/dicom/2014c/output/chtml/part03/sect_C.8.html   \n* DICOM Processing and Segmentation in Python, https://www.raddq.com/dicom-processing-segmentation-visualization-in-python/    \n* DICOM Standard Browser, https://dicom.innolitics.com/ciods   \n* How can I read a DICOM image in Python, https://www.quora.com/How-can-I-read-a-DICOM-image-in-Python    \n* Visualize CT DICOM Data, https://www.kaggle.com/gpreda/visualize-ct-dicom-data",
      "votes": null
    },
    {
      "id": "973914",
      "postDate": "08/17/2020 15:43:36",
      "content": "<p><strong>Thank you</strong> for sharing this  👍🏻</p>",
      "rawMarkdown": "**Thank you** for sharing this  👍🏻",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 973914,
      "author_name": "lazycoder00",
      "author_url": "",
      "post_date": "08/17/2020 15:43:36",
      "content": "<p><strong>Thank you</strong> for sharing this  👍🏻</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "969205": "![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F769452%2Fd7cf4a4ce7792c619e9ba5818cf82b45%2Funnamed.png?generation=1597329981121982&alt=media)\n\n\nI include here a list of various resources (projects, libraries, Kaggle Kernels, tutorials) useful for exploring DICOM image files and working with DICOM files.  \n\n* DICOM Standard, https://www.dicomstandard.org/\n* Getting Started with Pydicom, https://pydicom.github.io/pydicom/stable/getting_started.html    \n* ITKPYthon package, https://itkpythonpackage.readthedocs.io/en/latest/   \n* DICOM read example in Python, https://www.programcreek.com/python/example/97517/dicom.read_file   \n* DICOM in Python, https://github.com/pydicom     \n* DICOM in Python: Importing medical image data into NumPy with PyDICOM and VTK,  \nhttps://pyscience.wordpress.com/2014/09/08/dicom-in-python-importing-medical-image-data-into-numpy-with-pydicom-and-vtk/    \n* Kevin Mader, Lung Opacity Overview, https://www.kaggle.com/kmader/lung-opacity-overview   \n* Modality Specific Modules, DICOM Standard,  http://dicom.nema.org/medical/dicom/2014c/output/chtml/part03/sect_C.8.html   \n* DICOM Processing and Segmentation in Python, https://www.raddq.com/dicom-processing-segmentation-visualization-in-python/    \n* DICOM Standard Browser, https://dicom.innolitics.com/ciods   \n* How can I read a DICOM image in Python, https://www.quora.com/How-can-I-read-a-DICOM-image-in-Python    \n* Visualize CT DICOM Data, https://www.kaggle.com/gpreda/visualize-ct-dicom-data",
    "973914": "**Thank you** for sharing this  👍🏻"
  },
  "source": "meta"
}