{
  "id": 246067,
  "title": "[Coronavirus] Challenges in using AI for COVID diagnostics",
  "url": "/competitions/siim-covid19-detection/discussion/246067",
  "author_name": "KritiDoneria",
  "post_date": "2021-06-13T19:50:35.805000",
  "votes": 5,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Hi,<br>\nI came across these and thought of this competition.</p>\n<ol>\n<li><p><a href=\"https://link.springer.com/article/10.1007/s12553-021-00520-2\" target=\"_blank\">Current limitations to identify COVID-19 using artificial intelligence with chest X-ray imaging</a></p></li>\n<li><p><a href=\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3609674/\" target=\"_blank\">Discrepancy and Error in Radiology: Concepts, Causes and Consequences</a></p></li>\n<li><p><a href=\"https://www.hindawi.com/journals/jhe/2021/6677314/\" target=\"_blank\">Deep Learning in the Detection and Diagnosis of COVID-19 Using Radiology Modalities: A Systematic Review</a></p></li>\n<li><p><a href=\"https://www.nature.com/articles/s42256-020-0185-2#:~:text=The%20attention%20and%20resources%20of,models%20to%20local%20healthcare%20situations.\" target=\"_blank\">The challenges of deploying artificial intelligence models in a rapidly evolving pandemic</a></p></li>\n<li><p><a href=\"https://ssir.org/articles/entry/the_problem_with_covid_19_artificial_intelligence_solutions_and_how_to_fix_them\" target=\"_blank\">The Problem With COVID-19 Artificial Intelligence Solutions and How to Fix Them</a>.<br>\nThis addresses a very good use case for Responsible AI, something raised by GM <a href=\"https://www.kaggle.com/xhlulu\" target=\"_blank\">@xhlulu</a> early on in <a href=\"https://www.kaggle.com/c/siim-covid19-detection/discussion/239897\" target=\"_blank\">this thread</a> early in the competition.</p></li>\n</ol>\n<p>Thanks</p>",
  "messages": [
    {
      "id": 1348173,
      "postDate": "2021-06-13T19:50:35.807Z",
      "content": "<p>Hi,<br>\nI came across these and thought of this competition.</p>\n<ol>\n<li><p><a href=\"https://link.springer.com/article/10.1007/s12553-021-00520-2\" target=\"_blank\">Current limitations to identify COVID-19 using artificial intelligence with chest X-ray imaging</a></p></li>\n<li><p><a href=\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3609674/\" target=\"_blank\">Discrepancy and Error in Radiology: Concepts, Causes and Consequences</a></p></li>\n<li><p><a href=\"https://www.hindawi.com/journals/jhe/2021/6677314/\" target=\"_blank\">Deep Learning in the Detection and Diagnosis of COVID-19 Using Radiology Modalities: A Systematic Review</a></p></li>\n<li><p><a href=\"https://www.nature.com/articles/s42256-020-0185-2#:~:text=The%20attention%20and%20resources%20of,models%20to%20local%20healthcare%20situations.\" target=\"_blank\">The challenges of deploying artificial intelligence models in a rapidly evolving pandemic</a></p></li>\n<li><p><a href=\"https://ssir.org/articles/entry/the_problem_with_covid_19_artificial_intelligence_solutions_and_how_to_fix_them\" target=\"_blank\">The Problem With COVID-19 Artificial Intelligence Solutions and How to Fix Them</a>.<br>\nThis addresses a very good use case for Responsible AI, something raised by GM <a href=\"https://www.kaggle.com/xhlulu\" target=\"_blank\">@xhlulu</a> early on in <a href=\"https://www.kaggle.com/c/siim-covid19-detection/discussion/239897\" target=\"_blank\">this thread</a> early in the competition.</p></li>\n</ol>\n<p>Thanks</p>",
      "rawMarkdown": "Hi,\nI came across these and thought of this competition.\n\n1.  [Current limitations to identify COVID-19 using artificial intelligence with chest X-ray imaging](https://link.springer.com/article/10.1007/s12553-021-00520-2)\n\n2. [Discrepancy and Error in Radiology: Concepts, Causes and Consequences](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3609674/)\n\n3. [Deep Learning in the Detection and Diagnosis of COVID-19 Using Radiology Modalities: A Systematic Review](https://www.hindawi.com/journals/jhe/2021/6677314/)\n\n4. [The challenges of deploying artificial intelligence models in a rapidly evolving pandemic](https://www.nature.com/articles/s42256-020-0185-2#:~:text=The%20attention%20and%20resources%20of,models%20to%20local%20healthcare%20situations.)\n\n5. [The Problem With COVID-19 Artificial Intelligence Solutions and How to Fix Them](https://ssir.org/articles/entry/the_problem_with_covid_19_artificial_intelligence_solutions_and_how_to_fix_them).\nThis addresses a very good use case for Responsible AI, something raised by GM @xhlulu early on in [this thread](https://www.kaggle.com/c/siim-covid19-detection/discussion/239897) early in the competition.\n\nThanks",
      "votes": 5
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "1348173": "Hi,\nI came across these and thought of this competition.\n\n1.  [Current limitations to identify COVID-19 using artificial intelligence with chest X-ray imaging](https://link.springer.com/article/10.1007/s12553-021-00520-2)\n\n2. [Discrepancy and Error in Radiology: Concepts, Causes and Consequences](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3609674/)\n\n3. [Deep Learning in the Detection and Diagnosis of COVID-19 Using Radiology Modalities: A Systematic Review](https://www.hindawi.com/journals/jhe/2021/6677314/)\n\n4. [The challenges of deploying artificial intelligence models in a rapidly evolving pandemic](https://www.nature.com/articles/s42256-020-0185-2#:~:text=The%20attention%20and%20resources%20of,models%20to%20local%20healthcare%20situations.)\n\n5. [The Problem With COVID-19 Artificial Intelligence Solutions and How to Fix Them](https://ssir.org/articles/entry/the_problem_with_covid_19_artificial_intelligence_solutions_and_how_to_fix_them).\nThis addresses a very good use case for Responsible AI, something raised by GM @xhlulu early on in [this thread](https://www.kaggle.com/c/siim-covid19-detection/discussion/239897) early in the competition.\n\nThanks"
  }
}