{
  "id": 369485,
  "title": "📓 🌟 Useful Resources - Breast Cancer Detection 🌟 📓",
  "url": "/competitions/rsna-breast-cancer-detection/discussion/369485",
  "author_name": "Shruti Saxena",
  "post_date": "2022-11-30T08:49:16.751000",
  "votes": 12,
  "comment_count": 4,
  "views": 0,
  "content": "<p>Useful Resources - Breast Cancer Detection </p>\n<ol>\n<li><p>Github resources:<br>\n•    <a href=\"https://github.com/Adamouization/Breast-Cancer-Detection-Mammogram-Deep-Learning\" target=\"_blank\">https://github.com/Adamouization/Breast-Cancer-Detection-Mammogram-Deep-Learning</a><br>\n•    <a href=\"https://github.com/gscdit/Breast-Cancer-Detection\" target=\"_blank\">https://github.com/gscdit/Breast-Cancer-Detection</a><br>\n•    <a href=\"https://github.com/mrdvince/breast_cancer_detection\" target=\"_blank\">https://github.com/mrdvince/breast_cancer_detection</a><br>\n•    <a href=\"https://github.com/abhinavsagar/breast-cancer-classification\" target=\"_blank\">https://github.com/abhinavsagar/breast-cancer-classification</a><br>\n•    <a href=\"https://github.com/abdul-rasool/Improved-machine-learning-based-Predictive-Models-for-Breast-Cancer-Diagnosis\" target=\"_blank\">https://github.com/abdul-rasool/Improved-machine-learning-based-Predictive-Models-for-Breast-Cancer-Diagnosis</a>  (Implementation of recent 2022 paper, Rasool, A.; Bunterngchit, C.; Tiejian, L.; Islam, M.R.; Qu, Q.; Jiang, Q. Improved Machine Learning-Based Predictive Models for Breast Cancer Diagnosis. Int. J. Environ. Res. Public Health 2022, 19, 3211.)</p></li>\n<li><p>Kaggle Notebook Resources: <br>\n•    <a href=\"https://www.kaggle.com/code/buddhiniw/breast-cancer-prediction\" target=\"_blank\">https://www.kaggle.com/code/buddhiniw/breast-cancer-prediction</a><br>\n•    <a href=\"https://www.kaggle.com/code/allunia/breast-cancer\" target=\"_blank\">https://www.kaggle.com/code/allunia/breast-cancer</a><br>\n•    <a href=\"https://www.kaggle.com/code/gargmanish/basic-machine-learning-with-cancer\" target=\"_blank\">https://www.kaggle.com/code/gargmanish/basic-machine-learning-with-cancer</a><br>\n•    <a href=\"https://www.kaggle.com/code/mirichoi0218/classification-breast-cancer-or-not-with-15-ml\" target=\"_blank\">https://www.kaggle.com/code/mirichoi0218/classification-breast-cancer-or-not-with-15-ml</a><br>\n•    <a href=\"https://www.kaggle.com/code/mragpavank/breast-cancer-wisconsin\" target=\"_blank\">https://www.kaggle.com/code/mragpavank/breast-cancer-wisconsin</a></p></li>\n<li><p>RSNA previous year’s Solution:  <br>\n•    <a href=\"https://www.kaggle.com/radek1\" target=\"_blank\">@radek1</a> Has mentioned compiled all competion and solutions here: <a href=\"https://www.kaggle.com/competitions/rsna-breast-cancer-detection/discussion/369103\" target=\"_blank\">https://www.kaggle.com/competitions/rsna-breast-cancer-detection/discussion/369103</a></p></li>\n</ol>\n<p>Thank you for reading! Best of luck in the challenge!</p>",
  "messages": [
    {
      "id": 2049635,
      "postDate": "2022-11-30T08:49:16.750Z",
      "content": "<p>Useful Resources - Breast Cancer Detection </p>\n<ol>\n<li><p>Github resources:<br>\n•    <a href=\"https://github.com/Adamouization/Breast-Cancer-Detection-Mammogram-Deep-Learning\" target=\"_blank\">https://github.com/Adamouization/Breast-Cancer-Detection-Mammogram-Deep-Learning</a><br>\n•    <a href=\"https://github.com/gscdit/Breast-Cancer-Detection\" target=\"_blank\">https://github.com/gscdit/Breast-Cancer-Detection</a><br>\n•    <a href=\"https://github.com/mrdvince/breast_cancer_detection\" target=\"_blank\">https://github.com/mrdvince/breast_cancer_detection</a><br>\n•    <a href=\"https://github.com/abhinavsagar/breast-cancer-classification\" target=\"_blank\">https://github.com/abhinavsagar/breast-cancer-classification</a><br>\n•    <a href=\"https://github.com/abdul-rasool/Improved-machine-learning-based-Predictive-Models-for-Breast-Cancer-Diagnosis\" target=\"_blank\">https://github.com/abdul-rasool/Improved-machine-learning-based-Predictive-Models-for-Breast-Cancer-Diagnosis</a>  (Implementation of recent 2022 paper, Rasool, A.; Bunterngchit, C.; Tiejian, L.; Islam, M.R.; Qu, Q.; Jiang, Q. Improved Machine Learning-Based Predictive Models for Breast Cancer Diagnosis. Int. J. Environ. Res. Public Health 2022, 19, 3211.)</p></li>\n<li><p>Kaggle Notebook Resources: <br>\n•    <a href=\"https://www.kaggle.com/code/buddhiniw/breast-cancer-prediction\" target=\"_blank\">https://www.kaggle.com/code/buddhiniw/breast-cancer-prediction</a><br>\n•    <a href=\"https://www.kaggle.com/code/allunia/breast-cancer\" target=\"_blank\">https://www.kaggle.com/code/allunia/breast-cancer</a><br>\n•    <a href=\"https://www.kaggle.com/code/gargmanish/basic-machine-learning-with-cancer\" target=\"_blank\">https://www.kaggle.com/code/gargmanish/basic-machine-learning-with-cancer</a><br>\n•    <a href=\"https://www.kaggle.com/code/mirichoi0218/classification-breast-cancer-or-not-with-15-ml\" target=\"_blank\">https://www.kaggle.com/code/mirichoi0218/classification-breast-cancer-or-not-with-15-ml</a><br>\n•    <a href=\"https://www.kaggle.com/code/mragpavank/breast-cancer-wisconsin\" target=\"_blank\">https://www.kaggle.com/code/mragpavank/breast-cancer-wisconsin</a></p></li>\n<li><p>RSNA previous year’s Solution:  <br>\n•    <a href=\"https://www.kaggle.com/radek1\" target=\"_blank\">@radek1</a> Has mentioned compiled all competion and solutions here: <a href=\"https://www.kaggle.com/competitions/rsna-breast-cancer-detection/discussion/369103\" target=\"_blank\">https://www.kaggle.com/competitions/rsna-breast-cancer-detection/discussion/369103</a></p></li>\n</ol>\n<p>Thank you for reading! Best of luck in the challenge!</p>",
      "rawMarkdown": "Useful Resources - Breast Cancer Detection \n1. Github resources:\n•\thttps://github.com/Adamouization/Breast-Cancer-Detection-Mammogram-Deep-Learning\n•\thttps://github.com/gscdit/Breast-Cancer-Detection\n•\thttps://github.com/mrdvince/breast_cancer_detection\n•\thttps://github.com/abhinavsagar/breast-cancer-classification\n•\thttps://github.com/abdul-rasool/Improved-machine-learning-based-Predictive-Models-for-Breast-Cancer-Diagnosis  (Implementation of recent 2022 paper, Rasool, A.; Bunterngchit, C.; Tiejian, L.; Islam, M.R.; Qu, Q.; Jiang, Q. Improved Machine Learning-Based Predictive Models for Breast Cancer Diagnosis. Int. J. Environ. Res. Public Health 2022, 19, 3211.)\n\n2. Kaggle Notebook Resources: \n•\thttps://www.kaggle.com/code/buddhiniw/breast-cancer-prediction\n•\thttps://www.kaggle.com/code/allunia/breast-cancer\n•\thttps://www.kaggle.com/code/gargmanish/basic-machine-learning-with-cancer\n•\thttps://www.kaggle.com/code/mirichoi0218/classification-breast-cancer-or-not-with-15-ml\n•\thttps://www.kaggle.com/code/mragpavank/breast-cancer-wisconsin\n\n3. RSNA previous year’s Solution:  \n•\t@radek1 Has mentioned compiled all competion and solutions here: https://www.kaggle.com/competitions/rsna-breast-cancer-detection/discussion/369103\n\nThank you for reading! Best of luck in the challenge!\n\n",
      "votes": 12
    },
    {
      "id": 2050139,
      "postDate": "2022-11-30T14:49:04.567Z",
      "content": "<p>Great It's useful for participant!</p>",
      "rawMarkdown": "Great It's useful for participant!",
      "votes": 1
    },
    {
      "id": 2050042,
      "postDate": "2022-11-30T13:50:03.553Z",
      "content": "<p>Good one !</p>",
      "rawMarkdown": "Good one !",
      "votes": 1,
      "replies": [
        {
          "id": 2050049,
          "postDate": "2022-11-30T13:52:42.540Z",
          "content": "<p>Thank you for reading <a href=\"https://www.kaggle.com/ashishshrivastava1\" target=\"_blank\">@ashishshrivastava1</a> </p>",
          "rawMarkdown": "Thank you for reading @ashishshrivastava1 ",
          "votes": 1
        }
      ]
    },
    {
      "id": 2132063,
      "postDate": "2023-02-06T15:29:04.903Z",
      "content": "<p>Does anyone know where to find information about what the machine codes in the CSV file represent or how to possibly get the manufacturer and manufacturer model name? </p>",
      "rawMarkdown": "Does anyone know where to find information about what the machine codes in the CSV file represent or how to possibly get the manufacturer and manufacturer model name? "
    }
  ],
  "comments": [
    {
      "id": 2050139,
      "author_name": "Wongi Park",
      "author_url": "",
      "post_date": "2022-11-30T14:49:04.567000",
      "content": "<p>Great It's useful for participant!</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 2050042,
      "author_name": "ASHISH SHRIVASTAVA",
      "author_url": "",
      "post_date": "2022-11-30T13:50:03.553000",
      "content": "<p>Good one !</p>",
      "votes": 1,
      "replies": [
        {
          "id": 2050049,
          "author_name": "Shruti Saxena",
          "author_url": "",
          "post_date": "2022-11-30T13:52:42.540000",
          "content": "<p>Thank you for reading <a href=\"https://www.kaggle.com/ashishshrivastava1\" target=\"_blank\">@ashishshrivastava1</a> </p>",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 2132063,
      "author_name": "Ryan Zurrin",
      "author_url": "",
      "post_date": "2023-02-06T15:29:04.903000",
      "content": "<p>Does anyone know where to find information about what the machine codes in the CSV file represent or how to possibly get the manufacturer and manufacturer model name? </p>",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2049635": "Useful Resources - Breast Cancer Detection \n1. Github resources:\n•\thttps://github.com/Adamouization/Breast-Cancer-Detection-Mammogram-Deep-Learning\n•\thttps://github.com/gscdit/Breast-Cancer-Detection\n•\thttps://github.com/mrdvince/breast_cancer_detection\n•\thttps://github.com/abhinavsagar/breast-cancer-classification\n•\thttps://github.com/abdul-rasool/Improved-machine-learning-based-Predictive-Models-for-Breast-Cancer-Diagnosis  (Implementation of recent 2022 paper, Rasool, A.; Bunterngchit, C.; Tiejian, L.; Islam, M.R.; Qu, Q.; Jiang, Q. Improved Machine Learning-Based Predictive Models for Breast Cancer Diagnosis. Int. J. Environ. Res. Public Health 2022, 19, 3211.)\n\n2. Kaggle Notebook Resources: \n•\thttps://www.kaggle.com/code/buddhiniw/breast-cancer-prediction\n•\thttps://www.kaggle.com/code/allunia/breast-cancer\n•\thttps://www.kaggle.com/code/gargmanish/basic-machine-learning-with-cancer\n•\thttps://www.kaggle.com/code/mirichoi0218/classification-breast-cancer-or-not-with-15-ml\n•\thttps://www.kaggle.com/code/mragpavank/breast-cancer-wisconsin\n\n3. RSNA previous year’s Solution:  \n•\t@radek1 Has mentioned compiled all competion and solutions here: https://www.kaggle.com/competitions/rsna-breast-cancer-detection/discussion/369103\n\nThank you for reading! Best of luck in the challenge!\n\n",
    "2050139": "Great It's useful for participant!",
    "2050042": "Good one !",
    "2132063": "Does anyone know where to find information about what the machine codes in the CSV file represent or how to possibly get the manufacturer and manufacturer model name? "
  }
}