{
  "id": 109836,
  "title": "Radiologists just starting out in AI",
  "url": "/competitions/rsna-intracranial-hemorrhage-detection/discussion/109836",
  "author_name": "Eric M. Baumel",
  "post_date": "2019-09-22T20:34:45.029000",
  "votes": 2,
  "comment_count": 4,
  "views": 0,
  "content": "<p>For radiologists and others new to data science, I have written a guide to getting started.</p>\n\n<p>Here is some of the infrastructure you need to know about before you can get started with machine learning.</p>\n\n<p><a href=\"https://towardsdatascience.com/machine-learning-for-radiology-where-to-begin-3a205db8718f\">Machine Learning for Radiology — Where to Begin</a></p>\n\n<p>I hope you find this helpful.</p>",
  "messages": [
    {
      "id": 631859,
      "postDate": "2019-09-22T20:34:45.030Z",
      "content": "<p>For radiologists and others new to data science, I have written a guide to getting started.</p>\n\n<p>Here is some of the infrastructure you need to know about before you can get started with machine learning.</p>\n\n<p><a href=\"https://towardsdatascience.com/machine-learning-for-radiology-where-to-begin-3a205db8718f\">Machine Learning for Radiology — Where to Begin</a></p>\n\n<p>I hope you find this helpful.</p>",
      "rawMarkdown": "For radiologists and others new to data science, I have written a guide to getting started.\n\nHere is some of the infrastructure you need to know about before you can get started with machine learning.\n\n[Machine Learning for Radiology — Where to Begin](https://towardsdatascience.com/machine-learning-for-radiology-where-to-begin-3a205db8718f)\n\nI hope you find this helpful.",
      "votes": 2
    },
    {
      "id": 632205,
      "postDate": "2019-09-23T11:07:46.830Z",
      "content": "<p>It's great to see that more radiologists and other domain specialists are getting involved in machine learning. Their expertise can surely help us all create better open source Ai solutions that are tailored to real world conditions. </p>",
      "rawMarkdown": "It's great to see that more radiologists and other domain specialists are getting involved in machine learning. Their expertise can surely help us all create better open source Ai solutions that are tailored to real world conditions. "
    },
    {
      "id": 631892,
      "postDate": "2019-09-22T22:19:11.447Z",
      "rawMarkdown": "",
      "votes": 3,
      "isDeleted": true,
      "replies": [
        {
          "id": 632047,
          "postDate": "2019-09-23T06:56:53.267Z",
          "content": "<p>open the link in private(in-cognito) tab</p>",
          "rawMarkdown": " open the link in private(in-cognito) tab"
        },
        {
          "id": 632194,
          "postDate": "2019-09-23T10:48:27.090Z",
          "content": "<p>Sorry Agajan. I'm relatively new to Kaggle and didn't realize it would be an issue.</p>",
          "rawMarkdown": "Sorry Agajan. I'm relatively new to Kaggle and didn't realize it would be an issue."
        }
      ]
    }
  ],
  "comments": [
    {
      "id": 632205,
      "author_name": "vbookshelf",
      "author_url": "",
      "post_date": "2019-09-23T11:07:46.830000",
      "content": "<p>It's great to see that more radiologists and other domain specialists are getting involved in machine learning. Their expertise can surely help us all create better open source Ai solutions that are tailored to real world conditions. </p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 631892,
      "author_name": "",
      "author_url": "",
      "post_date": "2019-09-22T22:19:11.447000",
      "content": "",
      "votes": 3,
      "replies": [
        {
          "id": 632047,
          "author_name": "Salil Mishra",
          "author_url": "",
          "post_date": "2019-09-23T06:56:53.267000",
          "content": "<p>open the link in private(in-cognito) tab</p>",
          "votes": 0,
          "replies": []
        },
        {
          "id": 632194,
          "author_name": "Eric M. Baumel",
          "author_url": "",
          "post_date": "2019-09-23T10:48:27.090000",
          "content": "<p>Sorry Agajan. I'm relatively new to Kaggle and didn't realize it would be an issue.</p>",
          "votes": 0,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "631859": "For radiologists and others new to data science, I have written a guide to getting started.\n\nHere is some of the infrastructure you need to know about before you can get started with machine learning.\n\n[Machine Learning for Radiology — Where to Begin](https://towardsdatascience.com/machine-learning-for-radiology-where-to-begin-3a205db8718f)\n\nI hope you find this helpful.",
    "632205": "It's great to see that more radiologists and other domain specialists are getting involved in machine learning. Their expertise can surely help us all create better open source Ai solutions that are tailored to real world conditions. ",
    "631892": ""
  }
}