{
  "id": 443691,
  "title": "2.5D with RNN",
  "url": "/competitions/rsna-2023-abdominal-trauma-detection/discussion/443691",
  "author_name": "Gyula Maloveczky4",
  "post_date": "2023-09-28T09:55:23.261000",
  "votes": 2,
  "comment_count": 3,
  "views": 0,
  "content": "<p>I am planning to use a 2D CNN on each image to exrtract features. Afterwards I will use an RNN. Probably GRU or LSTM. <br>\nDo you think it is a viable option? Or are there better ways to aggregate the 2D information?</p>",
  "messages": [
    {
      "id": 2459876,
      "postDate": "2023-09-28T12:41:20.613Z",
      "content": "<p>It's a commonly used method in similar competitions.I haven't tried it yet but it's definitely worth trying. </p>",
      "rawMarkdown": "It's a commonly used method in similar competitions.I haven't tried it yet but it's definitely worth trying. ",
      "votes": 2
    },
    {
      "id": 2459663,
      "postDate": "2023-09-28T10:13:03.207Z",
      "content": "<p>Hello, actually it was a top idea on this <a href=\"https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection\" target=\"_blank\">competition</a></p>",
      "rawMarkdown": "Hello, actually it was a top idea on this [competition](https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection)",
      "votes": 2,
      "replies": [
        {
          "id": 2459703,
          "postDate": "2023-09-28T10:38:32.733Z",
          "content": "<p>Awesome! Thanks! I have not seen anyone else doing it so I was a bit uncertain… Seems like I haven't looked for it enough!</p>",
          "rawMarkdown": "Awesome! Thanks! I have not seen anyone else doing it so I was a bit uncertain... Seems like I haven't looked for it enough!"
        }
      ]
    },
    {
      "id": 2459616,
      "postDate": "2023-09-28T09:55:23.263Z",
      "content": "<p>I am planning to use a 2D CNN on each image to exrtract features. Afterwards I will use an RNN. Probably GRU or LSTM. <br>\nDo you think it is a viable option? Or are there better ways to aggregate the 2D information?</p>",
      "rawMarkdown": "I am planning to use a 2D CNN on each image to exrtract features. Afterwards I will use an RNN. Probably GRU or LSTM. \nDo you think it is a viable option? Or are there better ways to aggregate the 2D information?",
      "votes": 2
    }
  ],
  "comments": [
    {
      "id": 2459876,
      "author_name": "Gunes Evitan",
      "author_url": "",
      "post_date": "2023-09-28T12:41:20.613000",
      "content": "<p>It's a commonly used method in similar competitions.I haven't tried it yet but it's definitely worth trying. </p>",
      "votes": 2,
      "replies": []
    },
    {
      "id": 2459663,
      "author_name": "Gleb Kazakov",
      "author_url": "",
      "post_date": "2023-09-28T10:13:03.207000",
      "content": "<p>Hello, actually it was a top idea on this <a href=\"https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection\" target=\"_blank\">competition</a></p>",
      "votes": 2,
      "replies": [
        {
          "id": 2459703,
          "author_name": "Gyula Maloveczky4",
          "author_url": "",
          "post_date": "2023-09-28T10:38:32.733000",
          "content": "<p>Awesome! Thanks! I have not seen anyone else doing it so I was a bit uncertain… Seems like I haven't looked for it enough!</p>",
          "votes": 0,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "2459876": "It's a commonly used method in similar competitions.I haven't tried it yet but it's definitely worth trying. ",
    "2459663": "Hello, actually it was a top idea on this [competition](https://www.kaggle.com/competitions/rsna-2022-cervical-spine-fracture-detection)",
    "2459616": "I am planning to use a 2D CNN on each image to exrtract features. Afterwards I will use an RNN. Probably GRU or LSTM. \nDo you think it is a viable option? Or are there better ways to aggregate the 2D information?"
  }
}