{
  "id": 105754,
  "title": "Learn working with medical image data",
  "url": "/competitions/aptos2019-blindness-detection/discussion/105754",
  "author_name": "",
  "post_date": "2019-08-26T07:16:07.853601700Z",
  "votes": null,
  "comment_count": 1,
  "views": 0,
  "content": "<p>Is there a place where we can learn about how to pre-process medical image data, like how it is different from other image data of eg: objects or faces, and what architectures works on any or all of them ?\nI feel that I have been trying all the models and pre processing on a hit and trial basis, I need some place which can help me with what works, what doesn't and why it might or might not work with some data</p>",
  "messages": [
    {
      "id": "607982",
      "postDate": "08/26/2019 07:16:07",
      "content": "<p>Is there a place where we can learn about how to pre-process medical image data, like how it is different from other image data of eg: objects or faces, and what architectures works on any or all of them ?\nI feel that I have been trying all the models and pre processing on a hit and trial basis, I need some place which can help me with what works, what doesn't and why it might or might not work with some data</p>",
      "rawMarkdown": "Is there a place where we can learn about how to pre-process medical image data, like how it is different from other image data of eg: objects or faces, and what architectures works on any or all of them ?\nI feel that I have been trying all the models and pre processing on a hit and trial basis, I need some place which can help me with what works, what doesn't and why it might or might not work with some data",
      "votes": null
    },
    {
      "id": "608048",
      "postDate": "08/26/2019 08:50:20",
      "content": "<p>My recommendation would be to read the papers related to medical applications of AI and run the code. This will help u to learn about the overall pipeline and necessary preprocessing steps. A good starting point would be <a href=\"https://paperswithcode.com/area/medical\">here</a></p>",
      "rawMarkdown": "My recommendation would be to read the papers related to medical applications of AI and run the code. This will help u to learn about the overall pipeline and necessary preprocessing steps. A good starting point would be [here](https://paperswithcode.com/area/medical)",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 608048,
      "author_name": "bibek777",
      "author_url": "",
      "post_date": "08/26/2019 08:50:20",
      "content": "<p>My recommendation would be to read the papers related to medical applications of AI and run the code. This will help u to learn about the overall pipeline and necessary preprocessing steps. A good starting point would be <a href=\"https://paperswithcode.com/area/medical\">here</a></p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "607982": "Is there a place where we can learn about how to pre-process medical image data, like how it is different from other image data of eg: objects or faces, and what architectures works on any or all of them ?\nI feel that I have been trying all the models and pre processing on a hit and trial basis, I need some place which can help me with what works, what doesn't and why it might or might not work with some data",
    "608048": "My recommendation would be to read the papers related to medical applications of AI and run the code. This will help u to learn about the overall pipeline and necessary preprocessing steps. A good starting point would be [here](https://paperswithcode.com/area/medical)"
  },
  "source": "meta"
}