{
  "id": 388847,
  "title": "Notebook experimenting with BIRADS classification",
  "url": "/competitions/rsna-breast-cancer-detection/discussion/388847",
  "author_name": "Antti Isosalo",
  "post_date": "2023-02-19T19:05:33.863000",
  "votes": 1,
  "comment_count": 5,
  "views": 0,
  "content": "<p>👋 I did some experiments related to BIRADS classification. The notebooks can be found by following the link below:</p>\n<p><a href=\"https://www.kaggle.com/code/anttiisosalo/birads-classification-rsna-bc-detection\" target=\"_blank\">https://www.kaggle.com/code/anttiisosalo/birads-classification-rsna-bc-detection</a></p>\n<p>Good luck luck for the final stretch of the competition. 👍</p>",
  "messages": [
    {
      "id": 2151044,
      "postDate": "2023-02-19T19:05:33.863Z",
      "content": "<p>👋 I did some experiments related to BIRADS classification. The notebooks can be found by following the link below:</p>\n<p><a href=\"https://www.kaggle.com/code/anttiisosalo/birads-classification-rsna-bc-detection\" target=\"_blank\">https://www.kaggle.com/code/anttiisosalo/birads-classification-rsna-bc-detection</a></p>\n<p>Good luck luck for the final stretch of the competition. 👍</p>",
      "rawMarkdown": "👋 I did some experiments related to BIRADS classification. The notebooks can be found by following the link below:\n\nhttps://www.kaggle.com/code/anttiisosalo/birads-classification-rsna-bc-detection\n\nGood luck luck for the final stretch of the competition. 👍",
      "votes": 1
    },
    {
      "id": 2151625,
      "postDate": "2023-02-20T08:02:39.647Z",
      "content": "<p>Thanks for your sharing.  It's derived benefit from this competition. Although it's not related to our LB, it's definitely worth the work to bring in some new category.</p>",
      "rawMarkdown": "Thanks for your sharing.  It's derived benefit from this competition. Although it's not related to our LB, it's definitely worth the work to bring in some new category.",
      "replies": [
        {
          "id": 2152462,
          "postDate": "2023-02-20T20:02:46.983Z",
          "content": "<p>Indeed, you can now try to estimate values for the missing data/categories, namely <code>BIRADS</code> and <code>density</code> (notebook for that <a href=\"https://www.kaggle.com/code/anttiisosalo/breast-density-estimation-rsna-bc-detection\" target=\"_blank\">here</a>. Some gaps need to be filled in terms of pre-processing, but it's a start.</p>\n<pre><code>sns.heatmap(train.isna(),yticklabels=,cbar=,cmap=)  \n</code></pre>",
          "rawMarkdown": "Indeed, you can now try to estimate values for the missing data/categories, namely `BIRADS` and `density` (notebook for that [here](https://www.kaggle.com/code/anttiisosalo/breast-density-estimation-rsna-bc-detection). Some gaps need to be filled in terms of pre-processing, but it's a start.\n\n```python\nsns.heatmap(train.isna(),yticklabels=False,cbar=False,cmap='viridis')  # https://www.kaggle.com/code/mashithaa/breast-cancer-detection-beginner\n```",
          "votes": 1,
          "replies": [
            {
              "id": 2152723,
              "postDate": "2023-02-21T01:14:55.017Z",
              "rawMarkdown": "",
              "isDeleted": true
            }
          ]
        }
      ]
    },
    {
      "id": 2154678,
      "postDate": "2023-02-22T07:26:27.030Z",
      "content": "<p>Thanks for sharing</p>",
      "rawMarkdown": "Thanks for sharing",
      "votes": 1
    },
    {
      "id": 2154336,
      "postDate": "2023-02-22T00:22:00.150Z",
      "content": "<p>thank you👍</p>",
      "rawMarkdown": "thank you👍",
      "votes": 1
    }
  ],
  "comments": [
    {
      "id": 2151625,
      "author_name": "Hyunsoo Lee 1010",
      "author_url": "",
      "post_date": "2023-02-20T08:02:39.647000",
      "content": "<p>Thanks for your sharing.  It's derived benefit from this competition. Although it's not related to our LB, it's definitely worth the work to bring in some new category.</p>",
      "votes": 0,
      "replies": [
        {
          "id": 2152462,
          "author_name": "Antti Isosalo",
          "author_url": "",
          "post_date": "2023-02-20T20:02:46.983000",
          "content": "<p>Indeed, you can now try to estimate values for the missing data/categories, namely <code>BIRADS</code> and <code>density</code> (notebook for that <a href=\"https://www.kaggle.com/code/anttiisosalo/breast-density-estimation-rsna-bc-detection\" target=\"_blank\">here</a>. Some gaps need to be filled in terms of pre-processing, but it's a start.</p>\n<pre><code>sns.heatmap(train.isna(),yticklabels=,cbar=,cmap=)  \n</code></pre>",
          "votes": 1,
          "replies": [
            {
              "id": 2152723,
              "author_name": "",
              "author_url": "",
              "post_date": "2023-02-21T01:14:55.017000",
              "content": "",
              "votes": 0,
              "replies": []
            }
          ]
        }
      ]
    },
    {
      "id": 2154678,
      "author_name": "Pratik Kankale",
      "author_url": "",
      "post_date": "2023-02-22T07:26:27.030000",
      "content": "<p>Thanks for sharing</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 2154336,
      "author_name": "Hayk Muradyan",
      "author_url": "",
      "post_date": "2023-02-22T00:22:00.150000",
      "content": "<p>thank you👍</p>",
      "votes": 1,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2151044": "👋 I did some experiments related to BIRADS classification. The notebooks can be found by following the link below:\n\nhttps://www.kaggle.com/code/anttiisosalo/birads-classification-rsna-bc-detection\n\nGood luck luck for the final stretch of the competition. 👍",
    "2151625": "Thanks for your sharing.  It's derived benefit from this competition. Although it's not related to our LB, it's definitely worth the work to bring in some new category.",
    "2154678": "Thanks for sharing",
    "2154336": "thank you👍"
  }
}