{ "id": 377790, "title": "1374 DDSM mammography positive cases ", "url": "/competitions/rsna-breast-cancer-detection/discussion/377790", "author_name": "Laurent Pourchot", "post_date": "2023-01-12T20:10:55.499000", "votes": 35, "comment_count": 18, "views": 0, "content": "

We all know that the training needs positive cases. Please find in my public dataset 1374 positive case for cancer. I did not upload the negative cases because we have enough rows for that 😁
\nThe dataset includes PNG images and an simple excel file for patient id , and view.
\nHope it could help.

\n

https://www.kaggle.com/datasets/pourchot/ddsm-mammography-positive-case

\n

Licence : CC BY 3.0

\n

You are free to:

\n

Share β€” copy and redistribute the material in any medium or format
\nAdapt β€” remix, transform, and build upon the material
\nfor any purpose, even commercially.

\n

*Credit to :
\n The Digital Database for Screening Mammography, Michael Heath, Kevin Bowyer, Daniel Kopans, Richard Moore and W. Philip Kegelmeyer, in Proceedings of the Fifth International Workshop on Digital Mammography, M.J. Yaffe, ed., 212-218, Medical Physics Publishing, 2001. ISBN 1-930524-00-5.

\n

Current status of the Digital Database for Screening Mammography, Michael Heath, Kevin Bowyer, Daniel Kopans, W. Philip Kegelmeyer, Richard Moore, Kyong Chang, and S. MunishKumaran, in Digital Mammography, 457-460, Kluwer Academic Publishers, 1998; Proceedings of the Fourth International Workshop on Digital Mammography. *

", "messages": [ { "id": 2097633, "postDate": "2023-01-12T20:10:55.500Z", "content": "

We all know that the training needs positive cases. Please find in my public dataset 1374 positive case for cancer. I did not upload the negative cases because we have enough rows for that 😁
\nThe dataset includes PNG images and an simple excel file for patient id , and view.
\nHope it could help.

\n

https://www.kaggle.com/datasets/pourchot/ddsm-mammography-positive-case

\n

Licence : CC BY 3.0

\n

You are free to:

\n

Share β€” copy and redistribute the material in any medium or format
\nAdapt β€” remix, transform, and build upon the material
\nfor any purpose, even commercially.

\n

*Credit to :
\n The Digital Database for Screening Mammography, Michael Heath, Kevin Bowyer, Daniel Kopans, Richard Moore and W. Philip Kegelmeyer, in Proceedings of the Fifth International Workshop on Digital Mammography, M.J. Yaffe, ed., 212-218, Medical Physics Publishing, 2001. ISBN 1-930524-00-5.

\n

Current status of the Digital Database for Screening Mammography, Michael Heath, Kevin Bowyer, Daniel Kopans, W. Philip Kegelmeyer, Richard Moore, Kyong Chang, and S. MunishKumaran, in Digital Mammography, 457-460, Kluwer Academic Publishers, 1998; Proceedings of the Fourth International Workshop on Digital Mammography. *

", "rawMarkdown": "We all know that the training needs positive cases. Please find in my public dataset 1374 positive case for cancer. I did not upload the negative cases because we have enough rows for that 😁\nThe dataset includes PNG images and an simple excel file for patient id , and view.\nHope it could help.\n\nhttps://www.kaggle.com/datasets/pourchot/ddsm-mammography-positive-case\n\nLicence : CC BY 3.0\n\nYou are free to:\n\nShare β€” copy and redistribute the material in any medium or format\nAdapt β€” remix, transform, and build upon the material\nfor any purpose, even commercially.\n\n*Credit to :\n The Digital Database for Screening Mammography, Michael Heath, Kevin Bowyer, Daniel Kopans, Richard Moore and W. Philip Kegelmeyer, in Proceedings of the Fifth International Workshop on Digital Mammography, M.J. Yaffe, ed., 212-218, Medical Physics Publishing, 2001. ISBN 1-930524-00-5.\n\n Current status of the Digital Database for Screening Mammography, Michael Heath, Kevin Bowyer, Daniel Kopans, W. Philip Kegelmeyer, Richard Moore, Kyong Chang, and S. MunishKumaran, in Digital Mammography, 457-460, Kluwer Academic Publishers, 1998; Proceedings of the Fourth International Workshop on Digital Mammography. *", "votes": 35 }, { "id": 2097665, "postDate": "2023-01-12T20:38:00.913Z", "content": "

Nice!
\n@pourchot do you know how these photos are licensed?
\ndo you have original dicom files? I have own dicom processing pipeline.

", "rawMarkdown": "Nice! \n@pourchot do you know how these photos are licensed?\ndo you have original dicom files? I have own dicom processing pipeline. ", "votes": 3, "replies": [ { "id": 2097722, "postDate": "2023-01-12T22:03:59.880Z", "content": "

This is Digital Database for Screening Mammography (DDSM).

\n

As I can see source is here: http://www.eng.usf.edu/cvprg/Mammography/Database.html
\nPaper is here: http://www.eng.usf.edu/cvprg/mammography/software/HeathEtAlIWDM_2000.pdf

", "rawMarkdown": "This is Digital Database for Screening Mammography (DDSM).\n\nAs I can see source is here: http://www.eng.usf.edu/cvprg/Mammography/Database.html\nPaper is here: http://www.eng.usf.edu/cvprg/mammography/software/HeathEtAlIWDM_2000.pdf\n", "votes": 2, "replies": [ { "id": 2097789, "postDate": "2023-01-12T23:21:29.303Z", "content": "

Hello @remekkinas , I'm going to try uploading the dcm files but it is 42 Go…

", "rawMarkdown": "Hello @remekkinas , I'm going to try uploading the dcm files but it is 42 Go..." }, { "id": 2097965, "postDate": "2023-01-13T05:38:50.263Z", "content": "

Great! To have pipeline consist we should operate on one type of images (it is recommended).

", "rawMarkdown": "Great! To have pipeline consist we should operate on one type of images (it is recommended)." }, { "id": 2097984, "postDate": "2023-01-13T06:02:47.780Z", "content": "

Hi @remekkinas , yhe positive files .dcm are in the dataset, I finished last night 😴

", "rawMarkdown": "Hi @remekkinas , yhe positive files .dcm are in the dataset, I finished last night 😴", "votes": 2 }, { "id": 2098151, "postDate": "2023-01-13T09:13:48.737Z", "content": "

Any info about the license?

", "rawMarkdown": "Any info about the license?" }, { "id": 2098275, "postDate": "2023-01-13T11:39:13.493Z", "content": "

I was looking for information - no information so far. But let me day I will search more or … ask authors.

", "rawMarkdown": "I was looking for information - no information so far. But let me day I will search more or ... ask authors." }, { "id": 2098460, "postDate": "2023-01-13T15:25:32.613Z", "content": "

Hi all, I just wrote \"credit to bla bla…\" as requested by the site. It is not web scraping, the site provides a tool to download. I hope it could help the best Kagglers for this important topic. if I go to jail it will be for a good cause 😁

", "rawMarkdown": "Hi all, I just wrote \"credit to bla bla...\" as requested by the site. It is not web scraping, the site provides a tool to download. I hope it could help the best Kagglers for this important topic. if I go to jail it will be for a good cause 😁", "votes": 3 }, { "id": 2098550, "postDate": "2023-01-13T16:39:04.463Z", "content": "

It is rather if it allows commercial usage, which will be needed for this comp.

", "rawMarkdown": "It is rather if it allows commercial usage, which will be needed for this comp." }, { "id": 2098654, "postDate": "2023-01-13T17:57:55.173Z", "content": "

@philippsinger License for DDSM is listed here:

\n

https://wiki.cancerimagingarchive.net/pages/viewpage.action?pageId=22516629

", "rawMarkdown": "@philippsinger License for DDSM is listed here:\n\nhttps://wiki.cancerimagingarchive.net/pages/viewpage.action?pageId=22516629", "votes": 2 }, { "id": 2099054, "postDate": "2023-01-14T05:48:59.400Z", "content": "

Thank you, I have added the licence terms, no issue for the competition

", "rawMarkdown": "Thank you, I have added the licence terms, no issue for the competition ", "votes": 3 } ] } ] }, { "id": 2122370, "postDate": "2023-01-30T22:08:57.340Z", "content": "

@pourchot the dataset has no license, can it be used for the competition?

", "rawMarkdown": "@pourchot the dataset has no license, can it be used for the competition?", "replies": [ { "id": 2122917, "postDate": "2023-01-31T08:06:18.197Z", "content": "

Hi @alejopaullier Licence : CC BY 3.0, yes you can ! πŸ˜‰

", "rawMarkdown": "Hi @alejopaullier Licence : CC BY 3.0, yes you can ! πŸ˜‰" } ] }, { "id": 2097887, "postDate": "2023-01-13T03:13:06.300Z", "content": "

Is there any public mixed train dataset with external data?

", "rawMarkdown": "Is there any public mixed train dataset with external data?", "replies": [ { "id": 2097987, "postDate": "2023-01-13T06:05:07.163Z", "content": "

Hi @dragonzhang , my dataset in Kaggle is only for positive cases, the full dataset is 150 Go so I had to choose only positive.

", "rawMarkdown": "Hi @dragonzhang , my dataset in Kaggle is only for positive cases, the full dataset is 150 Go so I had to choose only positive.", "replies": [ { "id": 2098146, "postDate": "2023-01-13T09:08:47.110Z", "content": "

I Know. Due to disk space limit, most of people here needs public merged dataset.

", "rawMarkdown": "I Know. Due to disk space limit, most of people here needs public merged dataset." } ] } ] }, { "id": 2099194, "postDate": "2023-01-14T08:44:52.317Z", "rawMarkdown": "", "votes": 2, "isDeleted": true, "replies": [ { "id": 2099257, "postDate": "2023-01-14T09:48:42.013Z", "content": "

@yidalin , 😊

", "rawMarkdown": "@yidalin , 😊", "votes": 1 } ] } ], "comments": [ { "id": 2097665, "author_name": "Remek Kinas", "author_url": "", "post_date": "2023-01-12T20:38:00.913000", "content": "

Nice!
\n@pourchot do you know how these photos are licensed?
\ndo you have original dicom files? I have own dicom processing pipeline.

", "votes": 3, "replies": [ { "id": 2097722, "author_name": "Remek Kinas", "author_url": "", "post_date": "2023-01-12T22:03:59.880000", "content": "

This is Digital Database for Screening Mammography (DDSM).

\n

As I can see source is here: http://www.eng.usf.edu/cvprg/Mammography/Database.html
\nPaper is here: http://www.eng.usf.edu/cvprg/mammography/software/HeathEtAlIWDM_2000.pdf

", "votes": 2, "replies": [ { "id": 2097789, "author_name": "Laurent Pourchot", "author_url": "", "post_date": "2023-01-12T23:21:29.303000", "content": "

Hello @remekkinas , I'm going to try uploading the dcm files but it is 42 Go…

", "votes": 0, "replies": [] }, { "id": 2097965, "author_name": "Remek Kinas", "author_url": "", "post_date": "2023-01-13T05:38:50.263000", "content": "

Great! To have pipeline consist we should operate on one type of images (it is recommended).

", "votes": 0, "replies": [] }, { "id": 2097984, "author_name": "Laurent Pourchot", "author_url": "", "post_date": "2023-01-13T06:02:47.780000", "content": "

Hi @remekkinas , yhe positive files .dcm are in the dataset, I finished last night 😴

", "votes": 2, "replies": [] }, { "id": 2098151, "author_name": "Psi", "author_url": "", "post_date": "2023-01-13T09:13:48.737000", "content": "

Any info about the license?

", "votes": 0, "replies": [] }, { "id": 2098275, "author_name": "Remek Kinas", "author_url": "", "post_date": "2023-01-13T11:39:13.493000", "content": "

I was looking for information - no information so far. But let me day I will search more or … ask authors.

", "votes": 0, "replies": [] }, { "id": 2098460, "author_name": "Laurent Pourchot", "author_url": "", "post_date": "2023-01-13T15:25:32.613000", "content": "

Hi all, I just wrote \"credit to bla bla…\" as requested by the site. It is not web scraping, the site provides a tool to download. I hope it could help the best Kagglers for this important topic. if I go to jail it will be for a good cause 😁

", "votes": 3, "replies": [] }, { "id": 2098550, "author_name": "Psi", "author_url": "", "post_date": "2023-01-13T16:39:04.463000", "content": "

It is rather if it allows commercial usage, which will be needed for this comp.

", "votes": 0, "replies": [] }, { "id": 2098654, "author_name": "outwrest", "author_url": "", "post_date": "2023-01-13T17:57:55.173000", "content": "

@philippsinger License for DDSM is listed here:

\n

https://wiki.cancerimagingarchive.net/pages/viewpage.action?pageId=22516629

", "votes": 2, "replies": [] }, { "id": 2099054, "author_name": "Laurent Pourchot", "author_url": "", "post_date": "2023-01-14T05:48:59.400000", "content": "

Thank you, I have added the licence terms, no issue for the competition

", "votes": 3, "replies": [] } ] } ] }, { "id": 2122370, "author_name": "moth", "author_url": "", "post_date": "2023-01-30T22:08:57.340000", "content": "

@pourchot the dataset has no license, can it be used for the competition?

", "votes": 0, "replies": [ { "id": 2122917, "author_name": "Laurent Pourchot", "author_url": "", "post_date": "2023-01-31T08:06:18.197000", "content": "

Hi @alejopaullier Licence : CC BY 3.0, yes you can ! πŸ˜‰

", "votes": 0, "replies": [] } ] }, { "id": 2097887, "author_name": "dragon zhang", "author_url": "", "post_date": "2023-01-13T03:13:06.300000", "content": "

Is there any public mixed train dataset with external data?

", "votes": 0, "replies": [ { "id": 2097987, "author_name": "Laurent Pourchot", "author_url": "", "post_date": "2023-01-13T06:05:07.163000", "content": "

Hi @dragonzhang , my dataset in Kaggle is only for positive cases, the full dataset is 150 Go so I had to choose only positive.

", "votes": 0, "replies": [ { "id": 2098146, "author_name": "dragon zhang", "author_url": "", "post_date": "2023-01-13T09:08:47.110000", "content": "

I Know. Due to disk space limit, most of people here needs public merged dataset.

", "votes": 0, "replies": [] } ] } ] }, { "id": 2099194, "author_name": "", "author_url": "", "post_date": "2023-01-14T08:44:52.317000", "content": "", "votes": 2, "replies": [ { "id": 2099257, "author_name": "Laurent Pourchot", "author_url": "", "post_date": "2023-01-14T09:48:42.013000", "content": "

@yidalin , 😊

", "votes": 1, "replies": [] } ] } ], "raw_markdown_by_id": { "2097633": "We all know that the training needs positive cases. Please find in my public dataset 1374 positive case for cancer. I did not upload the negative cases because we have enough rows for that 😁\nThe dataset includes PNG images and an simple excel file for patient id , and view.\nHope it could help.\n\nhttps://www.kaggle.com/datasets/pourchot/ddsm-mammography-positive-case\n\nLicence : CC BY 3.0\n\nYou are free to:\n\nShare β€” copy and redistribute the material in any medium or format\nAdapt β€” remix, transform, and build upon the material\nfor any purpose, even commercially.\n\n*Credit to :\n The Digital Database for Screening Mammography, Michael Heath, Kevin Bowyer, Daniel Kopans, Richard Moore and W. Philip Kegelmeyer, in Proceedings of the Fifth International Workshop on Digital Mammography, M.J. Yaffe, ed., 212-218, Medical Physics Publishing, 2001. ISBN 1-930524-00-5.\n\n Current status of the Digital Database for Screening Mammography, Michael Heath, Kevin Bowyer, Daniel Kopans, W. Philip Kegelmeyer, Richard Moore, Kyong Chang, and S. MunishKumaran, in Digital Mammography, 457-460, Kluwer Academic Publishers, 1998; Proceedings of the Fourth International Workshop on Digital Mammography. *", "2097665": "Nice! \n@pourchot do you know how these photos are licensed?\ndo you have original dicom files? I have own dicom processing pipeline. ", "2122370": "@pourchot the dataset has no license, can it be used for the competition?", "2097887": "Is there any public mixed train dataset with external data?", "2099194": "" } }