{
  "id": 366578,
  "title": "Part of 21st place solutions: Methods driven by biological information",
  "url": "/competitions/open-problems-multimodal/writeups/one-only-part-of-21st-place-solutions-methods-driv",
  "author_name": "",
  "post_date": "2022-11-27T14:29:33.040Z",
  "votes": 15,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Hi all, I summarize the ideas I have tried inspired by concepts in biology, bioinformatics and computational biology. Hope it can help you all understand this competition and the data more completely.</p>\n<p><a href=\"https://www.kaggle.com/code/llttyy/open-problem-biological-ideas/notebook\" target=\"_blank\">https://www.kaggle.com/code/llttyy/open-problem-biological-ideas/notebook</a></p>\n<p>For our best model, only two approaches work: 1. Select important genes 2. Binarize multiome data. </p>",
  "messages": [
    {
      "id": "2032691",
      "postDate": "11/16/2022 18:55:24",
      "content": "<p>Hi all, I summarize the ideas I have tried inspired by concepts in biology, bioinformatics and computational biology. Hope it can help you all understand this competition and the data more completely.</p>\n<p><a href=\"https://www.kaggle.com/code/llttyy/open-problem-biological-ideas/notebook\" target=\"_blank\">https://www.kaggle.com/code/llttyy/open-problem-biological-ideas/notebook</a></p>\n<p>For our best model, only two approaches work: 1. Select important genes 2. Binarize multiome data. </p>",
      "rawMarkdown": "Hi all, I summarize the ideas I have tried inspired by concepts in biology, bioinformatics and computational biology. Hope it can help you all understand this competition and the data more completely.\n\nhttps://www.kaggle.com/code/llttyy/open-problem-biological-ideas/notebook\n\nFor our best model, only two approaches work: 1. Select important genes 2. Binarize multiome data.",
      "votes": null
    },
    {
      "id": "2044915",
      "postDate": "11/26/2022 20:06:33",
      "content": "<p>Congratulations with the medal and insightful approach !<br>\n(And thanks for mentioning me).</p>\n<p>May I ask you about the following:<br>\nyou mention \"1. Select important genes\"<br>\nIt would be great - if you can share those selected genes . <br>\nOr they are already mentioned in your notebook ?  ( the ones named \"important_cols\" ? )</p>\n<p>We plan to make further analysis of the data from the biological perspective - if you would have time to take part - that would be honor for us.</p>",
      "rawMarkdown": "Congratulations with the medal and insightful approach !\n(And thanks for mentioning me).\n\nMay I ask you about the following:\nyou mention \"1. Select important genes\"\nIt would be great - if you can share those selected genes . \nOr they are already mentioned in your notebook ?  ( the ones named \"important_cols\" ? )\n\nWe plan to make further analysis of the data from the biological perspective - if you would have time to take part - that would be honor for us.",
      "votes": null
    },
    {
      "id": "2045079",
      "postDate": "11/27/2022 03:51:57",
      "content": "<p>Hi, thanks for your comments! Yes, the important genes means the genes which are names with important_cols. These genes participate in the translation process marked by their name.</p>",
      "rawMarkdown": "Hi, thanks for your comments! Yes, the important genes means the genes which are names with important_cols. These genes participate in the translation process marked by their name.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2044915,
      "author_name": "alexandervc",
      "author_url": "",
      "post_date": "11/26/2022 20:06:33",
      "content": "<p>Congratulations with the medal and insightful approach !<br>\n(And thanks for mentioning me).</p>\n<p>May I ask you about the following:<br>\nyou mention \"1. Select important genes\"<br>\nIt would be great - if you can share those selected genes . <br>\nOr they are already mentioned in your notebook ?  ( the ones named \"important_cols\" ? )</p>\n<p>We plan to make further analysis of the data from the biological perspective - if you would have time to take part - that would be honor for us.</p>",
      "votes": null,
      "replies": [
        {
          "id": 2045079,
          "author_name": "llttyy",
          "author_url": "",
          "post_date": "11/27/2022 03:51:57",
          "content": "<p>Hi, thanks for your comments! Yes, the important genes means the genes which are names with important_cols. These genes participate in the translation process marked by their name.</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "2032691": "Hi all, I summarize the ideas I have tried inspired by concepts in biology, bioinformatics and computational biology. Hope it can help you all understand this competition and the data more completely.\n\nhttps://www.kaggle.com/code/llttyy/open-problem-biological-ideas/notebook\n\nFor our best model, only two approaches work: 1. Select important genes 2. Binarize multiome data.",
    "2044915": "Congratulations with the medal and insightful approach !\n(And thanks for mentioning me).\n\nMay I ask you about the following:\nyou mention \"1. Select important genes\"\nIt would be great - if you can share those selected genes . \nOr they are already mentioned in your notebook ?  ( the ones named \"important_cols\" ? )\n\nWe plan to make further analysis of the data from the biological perspective - if you would have time to take part - that would be honor for us.",
    "2045079": "Hi, thanks for your comments! Yes, the important genes means the genes which are names with important_cols. These genes participate in the translation process marked by their name."
  },
  "source": "meta"
}