{
  "id": 479908,
  "title": "TUH EEG Spectrograms ",
  "url": "/competitions/hms-harmful-brain-activity-classification/discussion/479908",
  "author_name": "",
  "post_date": "2024-02-26T12:06:55.863948900Z",
  "votes": 9,
  "comment_count": 5,
  "views": 0,
  "content": "<p>Hi Kagglers! 😀</p>\n<p><strong>I made TUH EEG Spectrograms from amazing notebook bleow</strong><br>\n<a href=\"https://www.kaggle.com/code/seanbearden/processing-the-tuh-eeg-seizure-corpus\" target=\"_blank\">https://www.kaggle.com/code/seanbearden/processing-the-tuh-eeg-seizure-corpus</a></p>\n<p><strong>If, you want to use TUH EEG Spectrograms check out below</strong><br>\n<a href=\"https://www.kaggle.com/code/seoyunje/hms-tuh-eeg-spectrogram\" target=\"_blank\">https://www.kaggle.com/code/seoyunje/hms-tuh-eeg-spectrogram</a></p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F16438831%2Fe0a5b0913f97a3e59077972e8c3679cf%2Fnull.PNG?generation=1708948946105775&amp;alt=media\"></p>\n<p>[EEG Spectrograms]<br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F16438831%2F94daa68d285511cdfa0a4eece15cc492%2Ffr.PNG?generation=1708949194354232&amp;alt=media\"></p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F16438831%2F4d9677bd0ccd56f59cd77eec92d8e2ed%2Ffr_2.PNG?generation=1708949207832623&amp;alt=media\"></p>",
  "messages": [
    {
      "id": "2669648",
      "postDate": "02/26/2024 12:06:55",
      "content": "<p>Hi Kagglers! 😀</p>\n<p><strong>I made TUH EEG Spectrograms from amazing notebook bleow</strong><br>\n<a href=\"https://www.kaggle.com/code/seanbearden/processing-the-tuh-eeg-seizure-corpus\" target=\"_blank\">https://www.kaggle.com/code/seanbearden/processing-the-tuh-eeg-seizure-corpus</a></p>\n<p><strong>If, you want to use TUH EEG Spectrograms check out below</strong><br>\n<a href=\"https://www.kaggle.com/code/seoyunje/hms-tuh-eeg-spectrogram\" target=\"_blank\">https://www.kaggle.com/code/seoyunje/hms-tuh-eeg-spectrogram</a></p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F16438831%2Fe0a5b0913f97a3e59077972e8c3679cf%2Fnull.PNG?generation=1708948946105775&amp;alt=media\"></p>\n<p>[EEG Spectrograms]<br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F16438831%2F94daa68d285511cdfa0a4eece15cc492%2Ffr.PNG?generation=1708949194354232&amp;alt=media\"></p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F16438831%2F4d9677bd0ccd56f59cd77eec92d8e2ed%2Ffr_2.PNG?generation=1708949207832623&amp;alt=media\"></p>",
      "rawMarkdown": "Hi Kagglers! 😀\n\n**I made TUH EEG Spectrograms from amazing notebook bleow**\nhttps://www.kaggle.com/code/seanbearden/processing-the-tuh-eeg-seizure-corpus\n\n**If, you want to use TUH EEG Spectrograms check out below**\nhttps://www.kaggle.com/code/seoyunje/hms-tuh-eeg-spectrogram\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F16438831%2Fe0a5b0913f97a3e59077972e8c3679cf%2Fnull.PNG?generation=1708948946105775&alt=media)\n\n[EEG Spectrograms]\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F16438831%2F94daa68d285511cdfa0a4eece15cc492%2Ffr.PNG?generation=1708949194354232&alt=media)\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F16438831%2F4d9677bd0ccd56f59cd77eec92d8e2ed%2Ffr_2.PNG?generation=1708949207832623&alt=media)",
      "votes": null
    },
    {
      "id": "2669729",
      "postDate": "02/26/2024 13:07:06",
      "content": "<p>Nice <a href=\"https://www.kaggle.com/seoyunje\" target=\"_blank\">@seoyunje</a> will check it soon. What was the approach you used to make the spectrograms?</p>",
      "rawMarkdown": "Nice @seoyunje will check it soon. What was the approach you used to make the spectrograms?",
      "votes": null
    },
    {
      "id": "2670570",
      "postDate": "02/27/2024 00:20:03",
      "content": "<p>You can check out my notebook! </p>\n<ol>\n<li><p>Filtering <br>\nNotch(60hz) -&gt; bandpass(0.5~20hz) -&gt; gaussian(sigmoid=1)</p></li>\n<li><p>Drop<br>\nif missing data &gt; 0.4, i just dropped</p></li>\n<li><p>Data Processing  <br>\nLog Transform, Standardization </p></li>\n</ol>",
      "rawMarkdown": "You can check out my notebook! \n\n1. Filtering \nNotch(60hz) -> bandpass(0.5~20hz) -> gaussian(sigmoid=1)\n\n2. Drop\nif missing data > 0.4, i just dropped\n\n3. Data Processing  \nLog Transform, Standardization",
      "votes": null
    },
    {
      "id": "2670645",
      "postDate": "02/27/2024 03:08:02",
      "content": "<p>Nice work!</p>",
      "rawMarkdown": "Nice work!",
      "votes": null
    },
    {
      "id": "2670753",
      "postDate": "02/27/2024 05:30:00",
      "content": "<p>Thank you:D</p>",
      "rawMarkdown": "Thank you:D",
      "votes": null
    },
    {
      "id": "2671560",
      "postDate": "02/27/2024 15:15:47",
      "content": "<p>Great work Peter, keep sharing your improvements with us, very good</p>",
      "rawMarkdown": "Great work Peter, keep sharing your improvements with us, very good",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2669729,
      "author_name": "gabrielfreddi",
      "author_url": "",
      "post_date": "02/26/2024 13:07:06",
      "content": "<p>Nice <a href=\"https://www.kaggle.com/seoyunje\" target=\"_blank\">@seoyunje</a> will check it soon. What was the approach you used to make the spectrograms?</p>",
      "votes": null,
      "replies": [
        {
          "id": 2670570,
          "author_name": "seoyunje",
          "author_url": "",
          "post_date": "02/27/2024 00:20:03",
          "content": "<p>You can check out my notebook! </p>\n<ol>\n<li><p>Filtering <br>\nNotch(60hz) -&gt; bandpass(0.5~20hz) -&gt; gaussian(sigmoid=1)</p></li>\n<li><p>Drop<br>\nif missing data &gt; 0.4, i just dropped</p></li>\n<li><p>Data Processing  <br>\nLog Transform, Standardization </p></li>\n</ol>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 2670645,
      "author_name": "sunyuri",
      "author_url": "",
      "post_date": "02/27/2024 03:08:02",
      "content": "<p>Nice work!</p>",
      "votes": null,
      "replies": [
        {
          "id": 2670753,
          "author_name": "seoyunje",
          "author_url": "",
          "post_date": "02/27/2024 05:30:00",
          "content": "<p>Thank you:D</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 2671560,
      "author_name": "rafaelzimmermann1",
      "author_url": "",
      "post_date": "02/27/2024 15:15:47",
      "content": "<p>Great work Peter, keep sharing your improvements with us, very good</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2669648": "Hi Kagglers! 😀\n\n**I made TUH EEG Spectrograms from amazing notebook bleow**\nhttps://www.kaggle.com/code/seanbearden/processing-the-tuh-eeg-seizure-corpus\n\n**If, you want to use TUH EEG Spectrograms check out below**\nhttps://www.kaggle.com/code/seoyunje/hms-tuh-eeg-spectrogram\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F16438831%2Fe0a5b0913f97a3e59077972e8c3679cf%2Fnull.PNG?generation=1708948946105775&alt=media)\n\n[EEG Spectrograms]\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F16438831%2F94daa68d285511cdfa0a4eece15cc492%2Ffr.PNG?generation=1708949194354232&alt=media)\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F16438831%2F4d9677bd0ccd56f59cd77eec92d8e2ed%2Ffr_2.PNG?generation=1708949207832623&alt=media)",
    "2669729": "Nice @seoyunje will check it soon. What was the approach you used to make the spectrograms?",
    "2670570": "You can check out my notebook! \n\n1. Filtering \nNotch(60hz) -> bandpass(0.5~20hz) -> gaussian(sigmoid=1)\n\n2. Drop\nif missing data > 0.4, i just dropped\n\n3. Data Processing  \nLog Transform, Standardization",
    "2670645": "Nice work!",
    "2670753": "Thank you:D",
    "2671560": "Great work Peter, keep sharing your improvements with us, very good"
  },
  "source": "meta"
}