{
  "id": 527682,
  "title": "Axial level detection",
  "url": "/competitions/rsna-2024-lumbar-spine-degenerative-classification/discussion/527682",
  "author_name": "",
  "post_date": "2024-08-13T11:49:37.837593400Z",
  "votes": 2,
  "comment_count": 1,
  "views": 0,
  "content": "<p>Has anyone tried and gotten the approach to accurately detect, l1_l2 …..l5_s1 level of the subarticular region, I tried but I first got a 93% accuracy then I improved on  the architecture and got 98.83%  accuracy, but now the problem is that it doesn't detect the other levels only for l4_l5 and l5_s1</p>",
  "messages": [
    {
      "id": "2957733",
      "postDate": "08/13/2024 11:49:37",
      "content": "<p>Has anyone tried and gotten the approach to accurately detect, l1_l2 …..l5_s1 level of the subarticular region, I tried but I first got a 93% accuracy then I improved on  the architecture and got 98.83%  accuracy, but now the problem is that it doesn't detect the other levels only for l4_l5 and l5_s1</p>",
      "rawMarkdown": "Has anyone tried and gotten the approach to accurately detect, l1_l2 .....l5_s1 level of the subarticular region, I tried but I first got a 93% accuracy then I improved on  the architecture and got 98.83%  accuracy, but now the problem is that it doesn't detect the other levels only for l4_l5 and l5_s1",
      "votes": null
    },
    {
      "id": "2971236",
      "postDate": "08/27/2024 01:56:58",
      "content": "<p>Based on the principle of frequency learning in models, you might consider training two models specifically to classify L1-L5 and L5-S1.</p>",
      "rawMarkdown": "Based on the principle of frequency learning in models, you might consider training two models specifically to classify L1-L5 and L5-S1.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2971236,
      "author_name": "yaolinxiangyu",
      "author_url": "",
      "post_date": "08/27/2024 01:56:58",
      "content": "<p>Based on the principle of frequency learning in models, you might consider training two models specifically to classify L1-L5 and L5-S1.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2957733": "Has anyone tried and gotten the approach to accurately detect, l1_l2 .....l5_s1 level of the subarticular region, I tried but I first got a 93% accuracy then I improved on  the architecture and got 98.83%  accuracy, but now the problem is that it doesn't detect the other levels only for l4_l5 and l5_s1",
    "2971236": "Based on the principle of frequency learning in models, you might consider training two models specifically to classify L1-L5 and L5-S1."
  },
  "source": "meta"
}