{
  "id": 99439,
  "title": "OPHDIAT :Instant automatic diagnosis of diabetic retinopathy",
  "url": "/competitions/aptos2019-blindness-detection/discussion/99439",
  "author_name": "",
  "post_date": "2019-07-11T11:01:15.760431600Z",
  "votes": 6,
  "comment_count": 2,
  "views": 0,
  "content": "<p><a href=\"https://arxiv.org/ftp/arxiv/papers/1906/1906.11875.pdf\">https://arxiv.org/ftp/arxiv/papers/1906/1906.11875.pdf</a></p>\n\n<p>*Dataset: The system was developed and validated using a dataset of\n763,848 images from 164,660 screening procedures from the OPHDIAT© screening\nprogram.\n*\n\"<em>Results. Referable DR can be detected with an area under the ROC curve of AUC = 0.989\nin the Messidor-2 dataset, using the University of Iowa’s reference standard (95% CI: 0.984-\n0.994). This is significantly better than the only AI system authorized by the FDA, evaluated\nin the exact same conditions (AUC = 0.980). OphtAI© can also detect vision-threatening DR\nwith an AUC of 0.997 (95% CI: 0.996-0.998) and proliferative DR with an AUC of 0.997 (95%\nCI: 0.995-0.999)</em>\"</p>",
  "messages": [
    {
      "id": "572744",
      "postDate": "07/11/2019 11:01:15",
      "content": "<p><a href=\"https://arxiv.org/ftp/arxiv/papers/1906/1906.11875.pdf\">https://arxiv.org/ftp/arxiv/papers/1906/1906.11875.pdf</a></p>\n\n<p>*Dataset: The system was developed and validated using a dataset of\n763,848 images from 164,660 screening procedures from the OPHDIAT© screening\nprogram.\n*\n\"<em>Results. Referable DR can be detected with an area under the ROC curve of AUC = 0.989\nin the Messidor-2 dataset, using the University of Iowa’s reference standard (95% CI: 0.984-\n0.994). This is significantly better than the only AI system authorized by the FDA, evaluated\nin the exact same conditions (AUC = 0.980). OphtAI© can also detect vision-threatening DR\nwith an AUC of 0.997 (95% CI: 0.996-0.998) and proliferative DR with an AUC of 0.997 (95%\nCI: 0.995-0.999)</em>\"</p>",
      "rawMarkdown": "https://arxiv.org/ftp/arxiv/papers/1906/1906.11875.pdf\n\n*Dataset: The system was developed and validated using a dataset of\n763,848 images from 164,660 screening procedures from the OPHDIAT© screening\nprogram.\n*\n\"*Results. Referable DR can be detected with an area under the ROC curve of AUC = 0.989\nin the Messidor-2 dataset, using the University of Iowa’s reference standard (95% CI: 0.984-\n0.994). This is significantly better than the only AI system authorized by the FDA, evaluated\nin the exact same conditions (AUC = 0.980). OphtAI© can also detect vision-threatening DR\nwith an AUC of 0.997 (95% CI: 0.996-0.998) and proliferative DR with an AUC of 0.997 (95%\nCI: 0.995-0.999)*\"",
      "votes": null
    },
    {
      "id": "572820",
      "postDate": "07/11/2019 12:39:55",
      "content": "<p>Thanks for the article. Do you know how we can get this Dataset ?</p>",
      "rawMarkdown": "Thanks for the article. Do you know how we can get this Dataset ?",
      "votes": null
    },
    {
      "id": "572831",
      "postDate": "07/11/2019 12:56:56",
      "content": "<p>The test set they used is available here: <a href=\"http://www.adcis.net/en/third-party/messidor/\">http://www.adcis.net/en/third-party/messidor/</a> </p>",
      "rawMarkdown": "The test set they used is available here: http://www.adcis.net/en/third-party/messidor/",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 572820,
      "author_name": "drhabib",
      "author_url": "",
      "post_date": "07/11/2019 12:39:55",
      "content": "<p>Thanks for the article. Do you know how we can get this Dataset ?</p>",
      "votes": null,
      "replies": [
        {
          "id": 572831,
          "author_name": "solomonk",
          "author_url": "",
          "post_date": "07/11/2019 12:56:56",
          "content": "<p>The test set they used is available here: <a href=\"http://www.adcis.net/en/third-party/messidor/\">http://www.adcis.net/en/third-party/messidor/</a> </p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "572744": "https://arxiv.org/ftp/arxiv/papers/1906/1906.11875.pdf\n\n*Dataset: The system was developed and validated using a dataset of\n763,848 images from 164,660 screening procedures from the OPHDIAT© screening\nprogram.\n*\n\"*Results. Referable DR can be detected with an area under the ROC curve of AUC = 0.989\nin the Messidor-2 dataset, using the University of Iowa’s reference standard (95% CI: 0.984-\n0.994). This is significantly better than the only AI system authorized by the FDA, evaluated\nin the exact same conditions (AUC = 0.980). OphtAI© can also detect vision-threatening DR\nwith an AUC of 0.997 (95% CI: 0.996-0.998) and proliferative DR with an AUC of 0.997 (95%\nCI: 0.995-0.999)*\"",
    "572820": "Thanks for the article. Do you know how we can get this Dataset ?",
    "572831": "The test set they used is available here: http://www.adcis.net/en/third-party/messidor/"
  },
  "source": "meta"
}