{
  "id": 208897,
  "title": "Is the problem a multi label problem?",
  "url": "/competitions/vinbigdata-chest-xray-abnormalities-detection/discussion/208897",
  "author_name": "MohammadAsim@bluemoon",
  "post_date": "2021-01-05T14:19:20.975000",
  "votes": 5,
  "comment_count": 4,
  "views": 0,
  "content": "<p>What i mean is that is there a possibility that an x-ray image contains multiple class/disease at a time? </p>",
  "messages": [
    {
      "id": 1139613,
      "postDate": "2021-01-05T14:19:20.977Z",
      "content": "<p>What i mean is that is there a possibility that an x-ray image contains multiple class/disease at a time? </p>",
      "rawMarkdown": "What i mean is that is there a possibility that an x-ray image contains multiple class/disease at a time? ",
      "votes": 5
    },
    {
      "id": 1140489,
      "postDate": "2021-01-06T03:37:45.187Z",
      "content": "<p>This is an object detection problem and we have to predict the location of diseases (top-left corner and bottom-right corner) in the X-ray. As for having multiple diseases, yes, an X-ray can have multiple diseases. What's more, a disease (maybe something like nodule) can appear at multiple places too.</p>",
      "rawMarkdown": "This is an object detection problem and we have to predict the location of diseases (top-left corner and bottom-right corner) in the X-ray. As for having multiple diseases, yes, an X-ray can have multiple diseases. What's more, a disease (maybe something like nodule) can appear at multiple places too.",
      "votes": 4
    },
    {
      "id": 1144320,
      "postDate": "2021-01-08T11:43:49.077Z",
      "content": "<p>Dataset contains duplicate rows. </p>",
      "rawMarkdown": "Dataset contains duplicate rows. ",
      "votes": 1
    },
    {
      "id": 1140511,
      "postDate": "2021-01-06T04:27:22.550Z",
      "content": "<p>Yes it is. As the EDA in the notebook: <a href=\"https://www.kaggle.com/mrutyunjaybiswal/vbd-chest-x-ray-abnormalities-detection-eda\" target=\"_blank\">https://www.kaggle.com/mrutyunjaybiswal/vbd-chest-x-ray-abnormalities-detection-eda</a>, there are more rows in the train.csv file, but the host stated that there was only 15000 images, so this is definitely a multilabel problem.</p>",
      "rawMarkdown": "Yes it is. As the EDA in the notebook: https://www.kaggle.com/mrutyunjaybiswal/vbd-chest-x-ray-abnormalities-detection-eda, there are more rows in the train.csv file, but the host stated that there was only 15000 images, so this is definitely a multilabel problem.",
      "votes": 2
    },
    {
      "id": 1141079,
      "postDate": "2021-01-06T13:30:13.503Z",
      "content": "<p>Thanks for the help…👍</p>",
      "rawMarkdown": "Thanks for the help...👍"
    }
  ],
  "comments": [
    {
      "id": 1140489,
      "author_name": "user",
      "author_url": "",
      "post_date": "2021-01-06T03:37:45.187000",
      "content": "<p>This is an object detection problem and we have to predict the location of diseases (top-left corner and bottom-right corner) in the X-ray. As for having multiple diseases, yes, an X-ray can have multiple diseases. What's more, a disease (maybe something like nodule) can appear at multiple places too.</p>",
      "votes": 4,
      "replies": []
    },
    {
      "id": 1144320,
      "author_name": "Kailash Hambarde",
      "author_url": "",
      "post_date": "2021-01-08T11:43:49.077000",
      "content": "<p>Dataset contains duplicate rows. </p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1140511,
      "author_name": "Long Luu",
      "author_url": "",
      "post_date": "2021-01-06T04:27:22.550000",
      "content": "<p>Yes it is. As the EDA in the notebook: <a href=\"https://www.kaggle.com/mrutyunjaybiswal/vbd-chest-x-ray-abnormalities-detection-eda\" target=\"_blank\">https://www.kaggle.com/mrutyunjaybiswal/vbd-chest-x-ray-abnormalities-detection-eda</a>, there are more rows in the train.csv file, but the host stated that there was only 15000 images, so this is definitely a multilabel problem.</p>",
      "votes": 2,
      "replies": []
    },
    {
      "id": 1141079,
      "author_name": "MohammadAsim@bluemoon",
      "author_url": "",
      "post_date": "2021-01-06T13:30:13.503000",
      "content": "<p>Thanks for the help…👍</p>",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1139613": "What i mean is that is there a possibility that an x-ray image contains multiple class/disease at a time? ",
    "1140489": "This is an object detection problem and we have to predict the location of diseases (top-left corner and bottom-right corner) in the X-ray. As for having multiple diseases, yes, an X-ray can have multiple diseases. What's more, a disease (maybe something like nodule) can appear at multiple places too.",
    "1144320": "Dataset contains duplicate rows. ",
    "1140511": "Yes it is. As the EDA in the notebook: https://www.kaggle.com/mrutyunjaybiswal/vbd-chest-x-ray-abnormalities-detection-eda, there are more rows in the train.csv file, but the host stated that there was only 15000 images, so this is definitely a multilabel problem.",
    "1141079": "Thanks for the help...👍"
  }
}