{
  "id": 154285,
  "title": "Previous works for inspiration",
  "url": "/competitions/siim-isic-melanoma-classification/discussion/154285",
  "author_name": "Loulou",
  "post_date": "2020-05-27T23:51:45.525000",
  "votes": 42,
  "comment_count": 7,
  "views": 0,
  "content": "<p>Hi everyone ! </p>\n\n<p>If you are interested in this challenge, I found some useful litterature about computer vision, melanoma, and skin cancer all together  : </p>\n\n<ul>\n<li><a href=\"https://www.ibm.com/blogs/research/2016/11/identifying-skin-cancer-computer-vision/\"> IBM Research</a></li>\n<li><a href=\"https://www.researchgate.net/publication/259345561_Computer_Vision_Techniques_for_the_Diagnosis_of_Skin_Cancer\">Research Gate</a></li>\n<li>if you like books, <a href=\"https://www.springerprofessional.de/computer-vision-techniques-for-the-diagnosis-of-skin-cancer/4141972\">Computer Vision Techniques for the Diagnosis of Skin Cancer</a></li>\n<li><a href=\"https://www.integrasources.com/cases/skinview-ios-app-for-identifying-melanoma-skin-cancer-using-computer-vision-algorithms/\">Integra Sources</a></li>\n<li><a href=\"https://medium.com/intech-conseil-expertise/detect-mole-cancer-with-your-smartphone-using-deep-learning-8afad1efde8a\">Medium article by Philippe Gottfrois</a></li>\n<li><a href=\"https://cs.stanford.edu/people/esteva/nature/\">Stanford skin cancer classification</a></li>\n<li><a href=\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3885227/\">International Journal of Biomedical Imaging</a></li>\n<li><a href=\"https://pdfs.semanticscholar.org/261a/4ee75f104ea4609585e9104aad18ae381a85.pdf\">Computer Vision for Skin Cancer Diagnosis and Recognition</a></li>\n<li><a href=\"https://arxiv.org/ftp/arxiv/papers/1610/1610.04662.pdf\">Deep learning ensembles for melanoma recognition in dermoscopy images</a></li>\n</ul>\n\n<p>Hope it helps find ideas 😄 </p>",
  "messages": [
    {
      "id": 864285,
      "postDate": "2020-05-27T23:51:45.527Z",
      "content": "<p>Hi everyone ! </p>\n\n<p>If you are interested in this challenge, I found some useful litterature about computer vision, melanoma, and skin cancer all together  : </p>\n\n<ul>\n<li><a href=\"https://www.ibm.com/blogs/research/2016/11/identifying-skin-cancer-computer-vision/\"> IBM Research</a></li>\n<li><a href=\"https://www.researchgate.net/publication/259345561_Computer_Vision_Techniques_for_the_Diagnosis_of_Skin_Cancer\">Research Gate</a></li>\n<li>if you like books, <a href=\"https://www.springerprofessional.de/computer-vision-techniques-for-the-diagnosis-of-skin-cancer/4141972\">Computer Vision Techniques for the Diagnosis of Skin Cancer</a></li>\n<li><a href=\"https://www.integrasources.com/cases/skinview-ios-app-for-identifying-melanoma-skin-cancer-using-computer-vision-algorithms/\">Integra Sources</a></li>\n<li><a href=\"https://medium.com/intech-conseil-expertise/detect-mole-cancer-with-your-smartphone-using-deep-learning-8afad1efde8a\">Medium article by Philippe Gottfrois</a></li>\n<li><a href=\"https://cs.stanford.edu/people/esteva/nature/\">Stanford skin cancer classification</a></li>\n<li><a href=\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3885227/\">International Journal of Biomedical Imaging</a></li>\n<li><a href=\"https://pdfs.semanticscholar.org/261a/4ee75f104ea4609585e9104aad18ae381a85.pdf\">Computer Vision for Skin Cancer Diagnosis and Recognition</a></li>\n<li><a href=\"https://arxiv.org/ftp/arxiv/papers/1610/1610.04662.pdf\">Deep learning ensembles for melanoma recognition in dermoscopy images</a></li>\n</ul>\n\n<p>Hope it helps find ideas 😄 </p>",
      "rawMarkdown": "Hi everyone ! \n\nIf you are interested in this challenge, I found some useful litterature about computer vision, melanoma, and skin cancer all together  : \n\n- [ IBM Research](https://www.ibm.com/blogs/research/2016/11/identifying-skin-cancer-computer-vision/)\n- [Research Gate](https://www.researchgate.net/publication/259345561_Computer_Vision_Techniques_for_the_Diagnosis_of_Skin_Cancer)\n- if you like books, [Computer Vision Techniques for the Diagnosis of Skin Cancer](https://www.springerprofessional.de/computer-vision-techniques-for-the-diagnosis-of-skin-cancer/4141972)\n- [Integra Sources](https://www.integrasources.com/cases/skinview-ios-app-for-identifying-melanoma-skin-cancer-using-computer-vision-algorithms/)\n- [Medium article by Philippe Gottfrois](https://medium.com/intech-conseil-expertise/detect-mole-cancer-with-your-smartphone-using-deep-learning-8afad1efde8a)\n- [Stanford skin cancer classification](https://cs.stanford.edu/people/esteva/nature/)\n- [International Journal of Biomedical Imaging](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3885227/)\n- [Computer Vision for Skin Cancer Diagnosis and Recognition](https://pdfs.semanticscholar.org/261a/4ee75f104ea4609585e9104aad18ae381a85.pdf)\n- [Deep learning ensembles for melanoma recognition in dermoscopy images](https://arxiv.org/ftp/arxiv/papers/1610/1610.04662.pdf)\n\nHope it helps find ideas 😄 ",
      "votes": 41
    },
    {
      "id": 864345,
      "postDate": "2020-05-28T00:39:52.147Z",
      "content": "<p>Great Thank you, \nI also found <a href=\"https://www.healthline.com/symptom/skin-lesion\">this page</a> which has info about the different skin lesion types to be an useful read.\nBesides this page about <a href=\"https://www.mayoclinic.org/diseases-conditions/melanoma/symptoms-causes/syc-20374884\">Melanoma</a> has details of Melanoma.</p>",
      "rawMarkdown": "Great Thank you, \nI also found [this page](https://www.healthline.com/symptom/skin-lesion) which has info about the different skin lesion types to be an useful read.\nBesides this page about [Melanoma](https://www.mayoclinic.org/diseases-conditions/melanoma/symptoms-causes/syc-20374884) has details of Melanoma.",
      "votes": 4
    },
    {
      "id": 867386,
      "postDate": "2020-05-30T08:29:24.923Z",
      "content": "<p>Nice job</p>",
      "rawMarkdown": "Nice job"
    },
    {
      "id": 865781,
      "postDate": "2020-05-28T21:55:29.337Z",
      "content": "<p>This helps</p>",
      "rawMarkdown": "This helps"
    },
    {
      "id": 864684,
      "postDate": "2020-05-28T06:10:25.970Z",
      "content": "<p>Awesome. This is a great collection. Thanks for sharing!</p>",
      "rawMarkdown": "Awesome. This is a great collection. Thanks for sharing!"
    },
    {
      "id": 866645,
      "postDate": "2020-05-29T15:11:36.020Z",
      "rawMarkdown": "",
      "isDeleted": true
    },
    {
      "id": 864448,
      "postDate": "2020-05-28T02:18:09.913Z",
      "rawMarkdown": "",
      "isDeleted": true
    },
    {
      "id": 864296,
      "postDate": "2020-05-28T00:04:00.297Z",
      "content": "<p>Thank you!</p>",
      "rawMarkdown": "Thank you!"
    }
  ],
  "comments": [
    {
      "id": 864345,
      "author_name": "Vishy",
      "author_url": "",
      "post_date": "2020-05-28T00:39:52.147000",
      "content": "<p>Great Thank you, \nI also found <a href=\"https://www.healthline.com/symptom/skin-lesion\">this page</a> which has info about the different skin lesion types to be an useful read.\nBesides this page about <a href=\"https://www.mayoclinic.org/diseases-conditions/melanoma/symptoms-causes/syc-20374884\">Melanoma</a> has details of Melanoma.</p>",
      "votes": 4,
      "replies": []
    },
    {
      "id": 867386,
      "author_name": "",
      "author_url": "",
      "post_date": "2020-05-30T08:29:24.923000",
      "content": "<p>Nice job</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 865781,
      "author_name": "Piyush Manglani",
      "author_url": "",
      "post_date": "2020-05-28T21:55:29.337000",
      "content": "<p>This helps</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 864684,
      "author_name": "Ajay Sampath",
      "author_url": "",
      "post_date": "2020-05-28T06:10:25.970000",
      "content": "<p>Awesome. This is a great collection. Thanks for sharing!</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 866645,
      "author_name": "",
      "author_url": "",
      "post_date": "2020-05-29T15:11:36.020000",
      "content": "",
      "votes": 0,
      "replies": []
    },
    {
      "id": 864448,
      "author_name": "",
      "author_url": "",
      "post_date": "2020-05-28T02:18:09.913000",
      "content": "",
      "votes": 0,
      "replies": []
    },
    {
      "id": 864296,
      "author_name": "Gene Kostrov",
      "author_url": "",
      "post_date": "2020-05-28T00:04:00.297000",
      "content": "<p>Thank you!</p>",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "864285": "Hi everyone ! \n\nIf you are interested in this challenge, I found some useful litterature about computer vision, melanoma, and skin cancer all together  : \n\n- [ IBM Research](https://www.ibm.com/blogs/research/2016/11/identifying-skin-cancer-computer-vision/)\n- [Research Gate](https://www.researchgate.net/publication/259345561_Computer_Vision_Techniques_for_the_Diagnosis_of_Skin_Cancer)\n- if you like books, [Computer Vision Techniques for the Diagnosis of Skin Cancer](https://www.springerprofessional.de/computer-vision-techniques-for-the-diagnosis-of-skin-cancer/4141972)\n- [Integra Sources](https://www.integrasources.com/cases/skinview-ios-app-for-identifying-melanoma-skin-cancer-using-computer-vision-algorithms/)\n- [Medium article by Philippe Gottfrois](https://medium.com/intech-conseil-expertise/detect-mole-cancer-with-your-smartphone-using-deep-learning-8afad1efde8a)\n- [Stanford skin cancer classification](https://cs.stanford.edu/people/esteva/nature/)\n- [International Journal of Biomedical Imaging](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3885227/)\n- [Computer Vision for Skin Cancer Diagnosis and Recognition](https://pdfs.semanticscholar.org/261a/4ee75f104ea4609585e9104aad18ae381a85.pdf)\n- [Deep learning ensembles for melanoma recognition in dermoscopy images](https://arxiv.org/ftp/arxiv/papers/1610/1610.04662.pdf)\n\nHope it helps find ideas 😄 ",
    "864345": "Great Thank you, \nI also found [this page](https://www.healthline.com/symptom/skin-lesion) which has info about the different skin lesion types to be an useful read.\nBesides this page about [Melanoma](https://www.mayoclinic.org/diseases-conditions/melanoma/symptoms-causes/syc-20374884) has details of Melanoma.",
    "867386": "Nice job",
    "865781": "This helps",
    "864684": "Awesome. This is a great collection. Thanks for sharing!",
    "866645": "",
    "864448": "",
    "864296": "Thank you!"
  }
}