14711 digital mammography (DM) examinations from screening, usually including two projections (mediolateral oblique and craniocaudal) of each breast. Categorized cancer positive/negative. 95 cancer cases diagnosed on DM.

Part of this dataset is directly available for inspection for partners on the AIDA platform, and the rest can be made available on request.

This dataset is an anonymized excerpt from a dataset with richer associated data, collected in a research project which is still ongoing. The authors welcome proposals for new impactful research collaborations.

Keywords: Radiology, Breast, Cancer, Mammography, MMG, MG, MAMMO, DM.

Sample images

Sample images with reduced image quality. Please click to preview.

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Dataset information

Short name	MBTST-DM
Origin	Clinical
Cite as	Victor Dahlblom, Magnus Dustler, and Sophia Zackrisson (2019) Mammograms from cancer screening doi:10.23698/aida/mbtst-dm [BibTeX format] @misc{ dahlblom_2019_mbtst-dm, author = { Victor Dahlblom and Magnus Dustler and Sophia Zackrisson }, title = { Mammograms from cancer screening }, year = 2019, publisher = { AIDA }, doi = { 10.23698/aida/mbtst-dm }, howpublished = { Available: AIDA Data Hub }, url = { https://datahub.aida.scilifelab.se/10.23698/aida/mbtst-dm } }
Field	Radiology
Organ	Breast
Age span	40-74
Title	Mammograms from cancer screening
Author	Victor Dahlblom Magnus Dustler Sophia Zackrisson
Year	2019
DOI	doi:10.23698/aida/mbtst-dm
Status	Ongoing
Version	1.0
Scans	14711
Annotations	0
Size	889.06GB
Resolution	Various, e.g. 2800 x 3500 px
Modality	MG
Scanner	Siemens Mammomat Inspiration
Stain
Phase
References	Zackrisson S, Lång K, Rosso A, Johnson K, Dustler M, Förnvik D, Förnvik H, Sartor H, Tingberg A, Andersson I. One-view breast tomosynthesis versus two-view mammography in the Malmö Breast Tomosynthesis Screening Trial (MBTST): a prospective, population-based, diagnostic accuracy study. The Lancet Oncology. October 2018. doi:10.1016/S1470-2045(18)30521-7
Copyright	Copyright 2019 Lund University, Sophia Zackrisson
Access	Available under the following licenses, described in the License section below. Controlled access Free for use in legal and ethical medical diagnostics research. AIDA BY license Free for use within AIDA with attribution.

Annotation

The mammography cancer screening was carried out as part of the Malmö Breast Tomosynthesis Screening Trial (MBTST) and all women were examined with both mammography and one-view wide angle breast tomosynthesis. The examinations were read in separate reading arms and this dataset only includes the results from the mammography reading arm. Presence of cancer was determined by an experienced radiologist and verified by a second radiologist. Cancers were verified with biopsy.

File formats

Pixel position scaling

Coordinates given are relative to the image width. To get the correct pixel position, X coordinates (and Y coordinates!) should therefore be multiplied with the image width.

License

Controlled access

Free for use in legal and ethical medical diagnostics research. Please contact the dataset provider for terms of access.

You are invited to send an access request email from your institutional account.

Clicking the access request email link above should open a draft email message in a new window, to help you provide relevant information for efficient request evaluation. If the above link does not work for you, then please click to view the suggested email text.

To: magnus.dustler@med.lu.se
cc: victor.dahlblom@med.lu.se,aida-data@nbis.se
Subject: Requesting access to dataset doi:10.23698/aida/mbtst-dm
Hi!

I work at INSTITUTION in COUNTRY, emailing from my institutional account.

I would like to access the dataset doi:10.23698/aida/mbtst-dm, for use in ethical and legal medical diagnostics research. Could you please send me a data sharing agreement template?

Our planned use of the data can be summarized as:

BRIEF_DESCRIPTION_OF_PLANNED_ACTIVITIES

Dataset: https://datahub.aida.scilifelab.se/10.23698/aida/mbtst-dm

Example agreement template: https://datahub.aida.scilifelab.se/sharing/templates/

Template placeholders:

Name of research PI ("Recipient Scientist"): PI_NAME (cc here)
Title of research PI: PI_TITLE (ph d or better, in relevant field)

Name of institution: INSTITUTION_NAME
Name of department: DEPARTMENT_NAME
Institution postal address: POSTAL_ADDRESS

Name of authorized signatory: SIGNATORY_NAME (cc here)
Title of authorized signatory: SIGNATORY_TITLE

Also, I would like to ALTERNATIVELY_WOULD_NOT_LIKE_TO be included in the public record of data sharing facilitated by AIDA:

https://docs.google.com/spreadsheets/d/1fl2BwZJ4rivOKzOCy5pAnxU8N1CyoF86BTCnH-rBV04

which is used to facilitate scientific discussion, and to show what good AIDA has been to the global research community.

(If "not", then only institution/department information will be included.)

/MY_NAME

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AIDA BY license

Copyright 2019 Lund University, Sophia Zackrisson

Permission to use, copy, modify, and/or distribute the data within AIDA (Analytic Imaging Diagnostics Arena https://medtech4health.se/aida) for the purpose of medical diagnostics research with or without fee is hereby granted, provided that the above copyright notice and this permission notice appear in all copies, and that publications resulting from the use of this data cite the following publications:

Victor Dahlblom, Magnus Dustler, and Sophia Zackrisson (2019) Mammograms from cancer screening doi:10.23698/aida/mbtst-dm.

Zackrisson S, Lång K, Rosso A, Johnson K, Dustler M, Förnvik D, Förnvik H, Sartor H, Tingberg A, Andersson I. One-view breast tomosynthesis versus two-view mammography in the Malmö Breast Tomosynthesis Screening Trial (MBTST): a prospective, population-based, diagnostic accuracy study. The Lancet Oncology. October 2018. doi:10.1016/S1470-2045(18)30521-7

THE DATA IS PROVIDED “AS IS” AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH REGARD TO THIS DATA INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT, INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR CHARACTERISTICS OF THIS DATA.