{
  "id": 603900,
  "title": "IPQ Reserach Project - Help needed",
  "url": "/competitions/rsna-pneumonia-detection-challenge/discussion/603900",
  "author_name": "Hans Polonio",
  "post_date": "2025-09-05T01:38:10.826000",
  "votes": 0,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Hello, I'm a Year 12 student and I'm currently conducting my IPQ research on whether Convolutional Neural Networks (CNNs) trained on chest radiographs outperform radiologists at diagnosing pneumonia, and its clinical accuracy, workforce integration, and ethical concerns. I want to conduct an experiment or survey to serve as my primary source. I need to have this done by October 20th, so i dont have alot of time. What would you all suggest, and if you have any contacts who are willing to assist an aspiring CS-based year 12 student, please do share :) (Such as AI engineers, or like professors/students who specialise on radiology)</p>",
  "messages": [
    {
      "id": 3281810,
      "postDate": "2025-09-05T01:38:10.827Z",
      "content": "<p>Hello, I'm a Year 12 student and I'm currently conducting my IPQ research on whether Convolutional Neural Networks (CNNs) trained on chest radiographs outperform radiologists at diagnosing pneumonia, and its clinical accuracy, workforce integration, and ethical concerns. I want to conduct an experiment or survey to serve as my primary source. I need to have this done by October 20th, so i dont have alot of time. What would you all suggest, and if you have any contacts who are willing to assist an aspiring CS-based year 12 student, please do share :) (Such as AI engineers, or like professors/students who specialise on radiology)</p>",
      "rawMarkdown": "Hello, I'm a Year 12 student and I'm currently conducting my IPQ research on whether Convolutional Neural Networks (CNNs) trained on chest radiographs outperform radiologists at diagnosing pneumonia, and its clinical accuracy, workforce integration, and ethical concerns. I want to conduct an experiment or survey to serve as my primary source. I need to have this done by October 20th, so i dont have alot of time. What would you all suggest, and if you have any contacts who are willing to assist an aspiring CS-based year 12 student, please do share :) (Such as AI engineers, or like professors/students who specialise on radiology)"
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "3281810": "Hello, I'm a Year 12 student and I'm currently conducting my IPQ research on whether Convolutional Neural Networks (CNNs) trained on chest radiographs outperform radiologists at diagnosing pneumonia, and its clinical accuracy, workforce integration, and ethical concerns. I want to conduct an experiment or survey to serve as my primary source. I need to have this done by October 20th, so i dont have alot of time. What would you all suggest, and if you have any contacts who are willing to assist an aspiring CS-based year 12 student, please do share :) (Such as AI engineers, or like professors/students who specialise on radiology)"
  }
}