{
  "id": 369264,
  "title": "Mammographic views",
  "url": "/competitions/rsna-breast-cancer-detection/discussion/369264",
  "author_name": "David Roberts",
  "post_date": "2022-11-29T14:11:42.305000",
  "votes": 12,
  "comment_count": 4,
  "views": 0,
  "content": "<p>One of the train columns is called \"view\". These are the labels that indicate how the anatomy was positioned relative to the scanner .There are six possible values (in this dataset).. CC, MLO, ML, LM, AT and LMO. The label generally specifies the direction of the x-ray beam as it travels through the patient. CC for example, means Cranio-Caudad .. or \"From the head toward the tail\". </p>\n<p>Here's what each acronym stands for.</p>\n<p>CC - Cranial Caudad<br>\nMLO - Medio Lateral Oblique<br>\nML - Medio Lateral<br>\nLM - Latero-Medial<br>\nAT - Axillary-Tail<br>\nLMO - Latero-Medial Oblique</p>",
  "messages": [
    {
      "id": 2048523,
      "postDate": "2022-11-29T14:11:42.307Z",
      "content": "<p>One of the train columns is called \"view\". These are the labels that indicate how the anatomy was positioned relative to the scanner .There are six possible values (in this dataset).. CC, MLO, ML, LM, AT and LMO. The label generally specifies the direction of the x-ray beam as it travels through the patient. CC for example, means Cranio-Caudad .. or \"From the head toward the tail\". </p>\n<p>Here's what each acronym stands for.</p>\n<p>CC - Cranial Caudad<br>\nMLO - Medio Lateral Oblique<br>\nML - Medio Lateral<br>\nLM - Latero-Medial<br>\nAT - Axillary-Tail<br>\nLMO - Latero-Medial Oblique</p>",
      "rawMarkdown": "One of the train columns is called \"view\". These are the labels that indicate how the anatomy was positioned relative to the scanner .There are six possible values (in this dataset).. CC, MLO, ML, LM, AT and LMO. The label generally specifies the direction of the x-ray beam as it travels through the patient. CC for example, means Cranio-Caudad .. or \"From the head toward the tail\". \n\nHere's what each acronym stands for.\n\nCC - Cranial Caudad\nMLO - Medio Lateral Oblique\nML - Medio Lateral\nLM - Latero-Medial\nAT - Axillary-Tail\nLMO - Latero-Medial Oblique",
      "votes": 11
    },
    {
      "id": 2128785,
      "postDate": "2023-02-04T04:21:14.440Z",
      "content": "<p>I have seen some other datasets havin also 'XCCM', which was if I recall correctly exaggerated craniocaudal view. INbreast had 'FB', from below view. There exist also ISO, inferosuperior oblique, and SIO, superoinferior oblique views. But all in all, the visual variation can mainly be coped with by training our networks with well chosen augmentations. 👍 Good source of information about mammographic views can be found <a href=\"https://radiologykey.com/image-sequencing-problems-and-solutions-in-breast-evaluation/\" target=\"_blank\">here</a>.</p>",
      "rawMarkdown": "I have seen some other datasets havin also 'XCCM', which was if I recall correctly exaggerated craniocaudal view. INbreast had 'FB', from below view. There exist also ISO, inferosuperior oblique, and SIO, superoinferior oblique views. But all in all, the visual variation can mainly be coped with by training our networks with well chosen augmentations. 👍 Good source of information about mammographic views can be found [here](https://radiologykey.com/image-sequencing-problems-and-solutions-in-breast-evaluation/)."
    },
    {
      "id": 2067968,
      "postDate": "2022-12-17T11:07:24.667Z",
      "content": "<p>AT is very rare, but it is a signal for cancer as they usually do it when a lesion is present.  I don't think there's a lot of these in the leaderboard either.</p>",
      "rawMarkdown": "AT is very rare, but it is a signal for cancer as they usually do it when a lesion is present.  I don't think there's a lot of these in the leaderboard either."
    },
    {
      "id": 2067933,
      "postDate": "2022-12-17T10:42:44.663Z",
      "content": "<p>some images here<br>\n<a href=\"https://www.synapse.org/#!Synapse:syn4224222/wiki/401750\" target=\"_blank\">https://www.synapse.org/#!Synapse:syn4224222/wiki/401750</a></p>",
      "rawMarkdown": "some images here\nhttps://www.synapse.org/#!Synapse:syn4224222/wiki/401750"
    },
    {
      "id": 2065931,
      "postDate": "2022-12-15T08:05:24.850Z",
      "rawMarkdown": "",
      "votes": 2,
      "isDeleted": true
    }
  ],
  "comments": [
    {
      "id": 2128785,
      "author_name": "Antti Isosalo",
      "author_url": "",
      "post_date": "2023-02-04T04:21:14.440000",
      "content": "<p>I have seen some other datasets havin also 'XCCM', which was if I recall correctly exaggerated craniocaudal view. INbreast had 'FB', from below view. There exist also ISO, inferosuperior oblique, and SIO, superoinferior oblique views. But all in all, the visual variation can mainly be coped with by training our networks with well chosen augmentations. 👍 Good source of information about mammographic views can be found <a href=\"https://radiologykey.com/image-sequencing-problems-and-solutions-in-breast-evaluation/\" target=\"_blank\">here</a>.</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 2067968,
      "author_name": "@kaggleqrdl",
      "author_url": "",
      "post_date": "2022-12-17T11:07:24.667000",
      "content": "<p>AT is very rare, but it is a signal for cancer as they usually do it when a lesion is present.  I don't think there's a lot of these in the leaderboard either.</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 2067933,
      "author_name": "hengck23",
      "author_url": "",
      "post_date": "2022-12-17T10:42:44.663000",
      "content": "<p>some images here<br>\n<a href=\"https://www.synapse.org/#!Synapse:syn4224222/wiki/401750\" target=\"_blank\">https://www.synapse.org/#!Synapse:syn4224222/wiki/401750</a></p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 2065931,
      "author_name": "",
      "author_url": "",
      "post_date": "2022-12-15T08:05:24.850000",
      "content": "",
      "votes": 2,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2048523": "One of the train columns is called \"view\". These are the labels that indicate how the anatomy was positioned relative to the scanner .There are six possible values (in this dataset).. CC, MLO, ML, LM, AT and LMO. The label generally specifies the direction of the x-ray beam as it travels through the patient. CC for example, means Cranio-Caudad .. or \"From the head toward the tail\". \n\nHere's what each acronym stands for.\n\nCC - Cranial Caudad\nMLO - Medio Lateral Oblique\nML - Medio Lateral\nLM - Latero-Medial\nAT - Axillary-Tail\nLMO - Latero-Medial Oblique",
    "2128785": "I have seen some other datasets havin also 'XCCM', which was if I recall correctly exaggerated craniocaudal view. INbreast had 'FB', from below view. There exist also ISO, inferosuperior oblique, and SIO, superoinferior oblique views. But all in all, the visual variation can mainly be coped with by training our networks with well chosen augmentations. 👍 Good source of information about mammographic views can be found [here](https://radiologykey.com/image-sequencing-problems-and-solutions-in-breast-evaluation/).",
    "2067968": "AT is very rare, but it is a signal for cancer as they usually do it when a lesion is present.  I don't think there's a lot of these in the leaderboard either.",
    "2067933": "some images here\nhttps://www.synapse.org/#!Synapse:syn4224222/wiki/401750",
    "2065931": ""
  }
}