{ "id": 388800, "title": "Articles about detecting tumors", "url": "/competitions/rsna-breast-cancer-detection/discussion/388800", "author_name": "Hyunsoo Lee 1010", "post_date": "2023-02-19T15:12:47.209000", "votes": 5, "comment_count": 2, "views": 0, "content": "

When I screen the positive sample images, It is difficult to understand what is a tumor.
\nWhile reading some articles, I found useful information related to our challenging tasks.
\nThis is the original article : DeepMind's new AI can spot breast cancer just as well as your doctor

\n

And this is the paper, International evaluation of an AI system for breast cancer screening, published by them in Nature.
\n

\nCheck Fig. 4 on page 5.
\nThe section describes their model reading some features, but radiologists didn't. While other features weren't screened by it, readers did.

", "messages": [ { "id": 2150770, "postDate": "2023-02-19T15:12:47.210Z", "content": "

When I screen the positive sample images, It is difficult to understand what is a tumor.
\nWhile reading some articles, I found useful information related to our challenging tasks.
\nThis is the original article : DeepMind's new AI can spot breast cancer just as well as your doctor

\n

And this is the paper, International evaluation of an AI system for breast cancer screening, published by them in Nature.
\n

\nCheck Fig. 4 on page 5.
\nThe section describes their model reading some features, but radiologists didn't. While other features weren't screened by it, readers did.

", "rawMarkdown": "When I screen the positive sample images, It is difficult to understand what is a tumor.\nWhile reading some articles, I found useful information related to our challenging tasks. \nThis is the original article : [DeepMind's new AI can spot breast cancer just as well as your doctor](https://www.wired.co.uk/article/deepmind-google-ai-breast-cancer)\n\nAnd this is the [paper](https://www.nature.com/articles/s41586-019-1799-6.epdf?sharing_token=WuemA2hMUUyVMmqYgILSSNRgN0jAjWel9jnR3ZoTv0M5zwPVx5jT4z_z-YkUZTBTbM27UWphyoF6vHoR667kKoubdmNwxCHpiD3DPblfxfuGQeH5Zv-3Uugj1djY0DjZNxoOY9jwMP_VK0FnWBAIFvmlU4S1t7xV28i21iWn4LiOnBFh3SGQr-iNNCT8jLv4rRUl9SvfdbfPO7-regMWIrKWEO4vuC22oLQ3Tf6mrGnifkNKafB61FXe-tFVn2lQfP4LwNRqy4ui3riOhoEM-w%3D%3D&tracking_referrer=www.wired.co.uk), International evaluation of an AI system for breast cancer screening, published by them in Nature.\n
\nCheck Fig. 4 on page 5.\nThe section describes their model reading some features, but radiologists didn't. While other features weren't screened by it, readers did.\n\n\n\n", "votes": 5 }, { "id": 2151026, "postDate": "2023-02-19T18:42:26.110Z", "content": "

Thanks for sharing it! This picture shows very well the diversity of cancer tumors that our models struggle to understand.
\n\"\"

", "rawMarkdown": "Thanks for sharing it! This picture shows very well the diversity of cancer tumors that our models struggle to understand.\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F4392121%2F56620f4fa6aa090927e8ef70be612e9a%2FScreenshot%20from%202023-02-19%2019-40-59.png?generation=1676832142649602&alt=media)", "votes": 1 }, { "id": 2150862, "postDate": "2023-02-19T16:59:47.343Z", "content": "

Interesting findings…

", "rawMarkdown": "Interesting findings..." } ], "comments": [ { "id": 2151026, "author_name": "Rasoul Mojtahedzadeh", "author_url": "", "post_date": "2023-02-19T18:42:26.110000", "content": "

Thanks for sharing it! This picture shows very well the diversity of cancer tumors that our models struggle to understand.
\n\"\"

", "votes": 1, "replies": [] }, { "id": 2150862, "author_name": "Fahad dalwai", "author_url": "", "post_date": "2023-02-19T16:59:47.343000", "content": "

Interesting findings…

", "votes": 0, "replies": [] } ], "raw_markdown_by_id": { "2150770": "When I screen the positive sample images, It is difficult to understand what is a tumor.\nWhile reading some articles, I found useful information related to our challenging tasks. \nThis is the original article : [DeepMind's new AI can spot breast cancer just as well as your doctor](https://www.wired.co.uk/article/deepmind-google-ai-breast-cancer)\n\nAnd this is the [paper](https://www.nature.com/articles/s41586-019-1799-6.epdf?sharing_token=WuemA2hMUUyVMmqYgILSSNRgN0jAjWel9jnR3ZoTv0M5zwPVx5jT4z_z-YkUZTBTbM27UWphyoF6vHoR667kKoubdmNwxCHpiD3DPblfxfuGQeH5Zv-3Uugj1djY0DjZNxoOY9jwMP_VK0FnWBAIFvmlU4S1t7xV28i21iWn4LiOnBFh3SGQr-iNNCT8jLv4rRUl9SvfdbfPO7-regMWIrKWEO4vuC22oLQ3Tf6mrGnifkNKafB61FXe-tFVn2lQfP4LwNRqy4ui3riOhoEM-w%3D%3D&tracking_referrer=www.wired.co.uk), International evaluation of an AI system for breast cancer screening, published by them in Nature.\n
\nCheck Fig. 4 on page 5.\nThe section describes their model reading some features, but radiologists didn't. While other features weren't screened by it, readers did.\n\n\n\n", "2151026": "Thanks for sharing it! This picture shows very well the diversity of cancer tumors that our models struggle to understand.\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F4392121%2F56620f4fa6aa090927e8ef70be612e9a%2FScreenshot%20from%202023-02-19%2019-40-59.png?generation=1676832142649602&alt=media)", "2150862": "Interesting findings..." } }