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Breast cancer is among the most common cancers and a common cause of death among women. Over 39 million breast cancer screening exams are performed every year and are among the most common radiological tests. This creates a high need for accurate image interpretation. Machine learning has shown promise in interpretation of medical images. However, limited data for training and validation remains an issue.

Here, we share a curated dataset of digital breast tomosynthesis images that includes normal, actionable, biopsy-proven benign, and biopsy-proven cancer cases. The dataset contains four components: (1) DICOM images, (2) a spreadsheet indicating which group each case belongs to (3) annotation boxes, and (4) Image paths for patients/studies/views. A detailed description of this dataset can be found in the following paper; please reference this paper if you use this dataset:

M. Buda, A. Saha, R. Walsh, S. Ghate, N. Li, A. Święcicki, J. Y. Lo, M. A. Mazurowski, Detection of masses and architectural distortions in digital breast tomosynthesis: a publicly available dataset of 5,060 patients and a deep learning model. arXiv preprint arXiv:2011.07995 (https://doi.org/10.1001/jamanetworkopen.2021.19100).

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title	Data Access

Data Access

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Training set - Images (DICOM, 1321 GB)

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url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BSC-DBT%20Train%20manifest.tcia?api=v2

Training set - Image paths for patients/studies/views (csv)

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url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT%20file-paths-train-v2.csv?api=v2

Training set - Spreadsheet indicating which group each cases belongs to (see the paper for details on the groups) (csv)

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url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT%20labels-train-v2.csv?api=v2

Training set - Boxes indicating lesion locations, identical to Phase 1 (csv)

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url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT%20boxes-train-v2.csv?api=v2

Validation set - Images (DICOM, 79 GB)

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url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BSC-DBT%20Validation%20manifest.tcia?api=v2

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https://nbia.cancerimagingarchive.net/nbia-search/?MinNumberOfStudiesCriteria=1&PatientCriteria=DBT-P00001,DBT-P00002,DBT-P00018,DBT-P00047,DBT-P00069,DBT-P00082,DBT-P00084,DBT-P00114,DBT-P00133,DBT-P00160,DBT-P00165,DBT-P00174,DBT-P00176,DBT-P00187,DBT-P00213,DBT-P00234,DBT-P00235,DBT-P00238,DBT-P00271,DBT-P00273,DBT-P00283,DBT-P00351,DBT-P00385,DBT-P00417,DBT-P00431,DBT-P00450,DBT-P00547,DBT-P00549,DBT-P00558,DBT-P00577,DBT-P00585,DBT-P00643,DBT-P00651,DBT-P00655,DBT-P00697,DBT-P00705,DBT-P00714,DBT-P00718,DBT-P00789,DBT-P00802,DBT-P00803,DBT-P00839,DBT-P00843,DBT-P00844,DBT-P00864,DBT-P00866,DBT-P00871,DBT-P00878,DBT-P00902,DBT-P00908,DBT-P00925,DBT-P00945,DBT-P01020,DBT-P01043,DBT-P01047,DBT-P01083,DBT-P01105,DBT-P01117,DBT-P01150,DBT-P01152,DBT-P01153,DBT-P01173,DBT-P01177,DBT-P01206,DBT-P01207,DBT-P01212,DBT-P01226,DBT-P01239,DBT-P01249,DBT-P01293,DBT-P01296,DBT-P01305,DBT-P01334,DBT-P01353,DBT-P01356,DBT-P01374,DBT-P01490,DBT-P01496,DBT-P01536,DBT-P01538,DBT-P01555,DBT-P01562,DBT-P01564,DBT-P01578,DBT-P01604,DBT-P01610,DBT-P01630,DBT-P01634,DBT-P01635,DBT-P01642,DBT-P01700,DBT-P01705,DBT-P01746,DBT-P01772,DBT-P01778,DBT-P01791,DBT-P01792,DBT-P01799,DBT-P01807,DBT-P01849,DBT-P01851,DBT-P01916,DBT-P01932,DBT-P01938,DBT-P01941,DBT-P01948,DBT-P01957,DBT-P01967,DBT-P02012,DBT-P02018,DBT-P02042,DBT-P02072,DBT-P02085,DBT-P02111,DBT-P02113,DBT-P02117,DBT-P02160,DBT-P02170,DBT-P02183,DBT-P02185,DBT-P02189,DBT-P02204,DBT-P02214,DBT-P02226,DBT-P02242,DBT-P02248,DBT-P02253,DBT-P02284,DBT-P02294,DBT-P02296,DBT-P02301,DBT-P02314,DBT-P02322,DBT-P02326,DBT-P02331,DBT-P02341,DBT-P02360,DBT-P02381,DBT-P02394,DBT-P02469,DBT-P02498,DBT-P02501,DBT-P02516,DBT-P02526,DBT-P02528,DBT-P02545,DBT-P02558,DBT-P02560,DBT-P02574,DBT-P02598,DBT-P02648,DBT-P02669,DBT-P02686,DBT-P02732,DBT-P02754,DBT-P02766,DBT-P02776,DBT-P02816,DBT-P02864,DBT-P02898,DBT-P02946,DBT-P02959,DBT-P02989,DBT-P03002,DBT-P03027,DBT-P03038,DBT-P03056,DBT-P03092,DBT-P03097,DBT-P03110,DBT-P03113,DBT-P03129,DBT-P03166,DBT-P03188,DBT-P03190,DBT-P03215,DBT-P03240,DBT-P03263,DBT-P03317,DBT-P03340,DBT-P03343,DBT-P03346,DBT-P03360,DBT-P03370,DBT-P03377,DBT-P03390,DBT-P03403,DBT-P03448,DBT-P03464,DBT-P03470,DBT-P03483,DBT-P03501,DBT-P03543,DBT-P03574,DBT-P03576,DBT-P03582,DBT-P03592,DBT-P03598,DBT-P03605,DBT-P03621,DBT-P03628,DBT-P03651,DBT-P03689,DBT-P03694,DBT-P03710,DBT-P03725,DBT-P03726,DBT-P03728,DBT-P03831,DBT-P03898,DBT-P03901,DBT-P03932,DBT-P03936,DBT-P03937,DBT-P03948,DBT-P03968,DBT-P03979,DBT-P04008,DBT-P04017,DBT-P04031,DBT-P04033,DBT-P04037,DBT-P04045,DBT-P04081,DBT-P04084,DBT-P04087,DBT-P04097,DBT-P04105,DBT-P04106,DBT-P04139,DBT-P04158,DBT-P04163,DBT-P04171,DBT-P04174,DBT-P04208,DBT-P04210,DBT-P04228,DBT-P04247,DBT-P04257,DBT-P04293,DBT-P04295,DBT-P04299,DBT-P04310,DBT-P04317,DBT-P04344,DBT-P04346,DBT-P04368,DBT-P04380,DBT-P04396,DBT-P04446,DBT-P04452,DBT-P04455,DBT-P04497,DBT-P04515,DBT-P04517,DBT-P04541,DBT-P04577,DBT-P04586,DBT-P04596,DBT-P04622,DBT-P04642,DBT-P04677,DBT-P04684,DBT-P04693,DBT-P04695,DBT-P04697,DBT-P04744,DBT-P04803,DBT-P04808,DBT-P04837,DBT-P04857,DBT-P04874,DBT-P04884,DBT-P04911,DBT-P04963,DBT-P05000,DBT-P05005,DBT-P05018,DBT-P05025,DBT-P05060&CollectionCriteria=Breast-Cancer-Screening-DBT

Validation set - Image paths for patients/studies/views (csv)

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url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT%20file-paths-validation-v2.csv?api=v2

Test set - Images (DICOM, 126 GB)

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url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BSC-DBT%20Test%20manifest.tcia?api=v2

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https://nbia.cancerimagingarchive.net/nbia-search/?MinNumberOfStudiesCriteria=1&PatientCriteria=DBT-P00004,DBT-P00021,DBT-P00036,DBT-P00056,DBT-P00073,DBT-P00075,DBT-P00087,DBT-P00092,DBT-P00095,DBT-P00118,DBT-P00129,DBT-P00144,DBT-P00192,DBT-P00208,DBT-P00211,DBT-P00221,DBT-P00223,DBT-P00239,DBT-P00276,DBT-P00277,DBT-P00281,DBT-P00284,DBT-P00311,DBT-P00312,DBT-P00317,DBT-P00318,DBT-P00332,DBT-P00339,DBT-P00343,DBT-P00345,DBT-P00350,DBT-P00372,DBT-P00386,DBT-P00387,DBT-P00392,DBT-P00455,DBT-P00471,DBT-P00472,DBT-P00480,DBT-P00487,DBT-P00493,DBT-P00496,DBT-P00522,DBT-P00556,DBT-P00561,DBT-P00573,DBT-P00584,DBT-P00590,DBT-P00601,DBT-P00615,DBT-P00619,DBT-P00620,DBT-P00623,DBT-P00629,DBT-P00635,DBT-P00647,DBT-P00659,DBT-P00675,DBT-P00690,DBT-P00694,DBT-P00712,DBT-P00715,DBT-P00721,DBT-P00724,DBT-P00735,DBT-P00741,DBT-P00756,DBT-P00758,DBT-P00770,DBT-P00772,DBT-P00794,DBT-P00798,DBT-P00801,DBT-P00817,DBT-P00838,DBT-P00857,DBT-P00872,DBT-P00882,DBT-P00915,DBT-P00918,DBT-P00935,DBT-P00936,DBT-P00937,DBT-P00977,DBT-P00980,DBT-P00984,DBT-P00989,DBT-P01010,DBT-P01015,DBT-P01022,DBT-P01023,DBT-P01024,DBT-P01059,DBT-P01060,DBT-P01068,DBT-P01129,DBT-P01137,DBT-P01140,DBT-P01158,DBT-P01183,DBT-P01184,DBT-P01210,DBT-P01219,DBT-P01237,DBT-P01247,DBT-P01256,DBT-P01263,DBT-P01275,DBT-P01277,DBT-P01280,DBT-P01283,DBT-P01291,DBT-P01292,DBT-P01298,DBT-P01340,DBT-P01342,DBT-P01367,DBT-P01371,DBT-P01372,DBT-P01373,DBT-P01409,DBT-P01423,DBT-P01443,DBT-P01448,DBT-P01450,DBT-P01451,DBT-P01487,DBT-P01497,DBT-P01510,DBT-P01531,DBT-P01534,DBT-P01542,DBT-P01547,DBT-P01552,DBT-P01563,DBT-P01577,DBT-P01592,DBT-P01593,DBT-P01612,DBT-P01621,DBT-P01622,DBT-P01623,DBT-P01629,DBT-P01652,DBT-P01655,DBT-P01670,DBT-P01702,DBT-P01719,DBT-P01725,DBT-P01726,DBT-P01739,DBT-P01755,DBT-P01782,DBT-P01797,DBT-P01803,DBT-P01814,DBT-P01837,DBT-P01847,DBT-P01862,DBT-P01865,DBT-P01880,DBT-P01888,DBT-P01892,DBT-P01896,DBT-P01898,DBT-P01899,DBT-P01912,DBT-P01918,DBT-P01919,DBT-P01934,DBT-P01958,DBT-P01961,DBT-P01963,DBT-P01983,DBT-P01990,DBT-P01991,DBT-P02006,DBT-P02009,DBT-P02028,DBT-P02055,DBT-P02069,DBT-P02094,DBT-P02104,DBT-P02110,DBT-P02112,DBT-P02123,DBT-P02131,DBT-P02139,DBT-P02152,DBT-P02155,DBT-P02157,DBT-P02164,DBT-P02172,DBT-P02180,DBT-P02187,DBT-P02190,DBT-P02199,DBT-P02232,DBT-P02235,DBT-P02281,DBT-P02285,DBT-P02293,DBT-P02306,DBT-P02308,DBT-P02312,DBT-P02313,DBT-P02325,DBT-P02347,DBT-P02420,DBT-P02460,DBT-P02477,DBT-P02487,DBT-P02496,DBT-P02511,DBT-P02512,DBT-P02514,DBT-P02542,DBT-P02559,DBT-P02572,DBT-P02578,DBT-P02604,DBT-P02609,DBT-P02651,DBT-P02657,DBT-P02665,DBT-P02668,DBT-P02678,DBT-P02685,DBT-P02711,DBT-P02714,DBT-P02719,DBT-P02725,DBT-P02733,DBT-P02742,DBT-P02744,DBT-P02748,DBT-P02753,DBT-P02774,DBT-P02794,DBT-P02797,DBT-P02804,DBT-P02817,DBT-P02825,DBT-P02826,DBT-P02834,DBT-P02861,DBT-P02875,DBT-P02901,DBT-P02906,DBT-P02910,DBT-P02921,DBT-P02933,DBT-P02937,DBT-P02941,DBT-P02954,DBT-P02975,DBT-P02979,DBT-P02985,DBT-P02986,DBT-P02998,DBT-P03010,DBT-P03016,DBT-P03019,DBT-P03035,DBT-P03049,DBT-P03054,DBT-P03064,DBT-P03068,DBT-P03075,DBT-P03083,DBT-P03108,DBT-P03119,DBT-P03122,DBT-P03124,DBT-P03151,DBT-P03187,DBT-P03196,DBT-P03220,DBT-P03226,DBT-P03254,DBT-P03273,DBT-P03283,DBT-P03304,DBT-P03332,DBT-P03338,DBT-P03354,DBT-P03366,DBT-P03371,DBT-P03372,DBT-P03376,DBT-P03398,DBT-P03430,DBT-P03468,DBT-P03488,DBT-P03508,DBT-P03519,DBT-P03536,DBT-P03538,DBT-P03541,DBT-P03545,DBT-P03562,DBT-P03571,DBT-P03583,DBT-P03591,DBT-P03614,DBT-P03636,DBT-P03661,DBT-P03678,DBT-P03679,DBT-P03695,DBT-P03696,DBT-P03711,DBT-P03732,DBT-P03749,DBT-P03766,DBT-P03774,DBT-P03789,DBT-P03796,DBT-P03812,DBT-P03818,DBT-P03820,DBT-P03842,DBT-P03844,DBT-P03845,DBT-P03854,DBT-P03864,DBT-P03918,DBT-P03952,DBT-P03963,DBT-P03964,DBT-P03971,DBT-P03987,DBT-P04003,DBT-P04046,DBT-P04053,DBT-P04063,DBT-P04071,DBT-P04085,DBT-P04115,DBT-P04126,DBT-P04131,DBT-P04141,DBT-P04145,DBT-P04154,DBT-P04161,DBT-P04167,DBT-P04176,DBT-P04184,DBT-P04187,DBT-P04195,DBT-P04209,DBT-P04212,DBT-P04218,DBT-P04243,DBT-P04255,DBT-P04260,DBT-P04286,DBT-P04287,DBT-P04304,DBT-P04312,DBT-P04350,DBT-P04373,DBT-P04374,DBT-P04378,DBT-P04382,DBT-P04391,DBT-P04404,DBT-P04411,DBT-P04413,DBT-P04423,DBT-P04425,DBT-P04439,DBT-P04451,DBT-P04457,DBT-P04465,DBT-P04471,DBT-P04479,DBT-P04499,DBT-P04501,DBT-P04504,DBT-P04559,DBT-P04564,DBT-P04571,DBT-P04588,DBT-P04591,DBT-P04607,DBT-P04619,DBT-P04651,DBT-P04655,DBT-P04674,DBT-P04682,DBT-P04743,DBT-P04770,DBT-P04774,DBT-P04787,DBT-P04788,DBT-P04790,DBT-P04802,DBT-P04825,DBT-P04828,DBT-P04841,DBT-P04844,DBT-P04845,DBT-P04859,DBT-P04861,DBT-P04889,DBT-P04910,DBT-P04935,DBT-P04950,DBT-P04956,DBT-P04972,DBT-P04975,DBT-P04982,DBT-P05003,DBT-P05023,DBT-P05036,DBT-P05049,DBT-P05051&CollectionCriteria=Breast-Cancer-Screening-DBT

Test set - Image paths for patients/studies/views (csv)

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url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT%20file-paths-test-v2.csv?api=v2

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title	Detailed Description

Detailed Description

Image Statistics
Modalities	DBT
Number of Participants	5060
Number of Studies	5610
Number of Series	22032
Number of Images	22032
Images Size (GB, compressed)	1526

Dataset Split Details

This dataset was originally used for the DBTex2 challenge (https://spie-aapm-nci-dair.westus2.cloudapp.azure.com/competitions/6), which contains a total of 22032 breast tomosynthesis scans from 5060 patients from this collection. The dataset was broken down into the following cohorts for usage at the competition, a split that is maintained for this general release:

Total: 22032 scans
Training: 19148 scans
Validation: 1163 scans
Test: 1721 scans

Version 1, 2 and 3 of the page had a fraction of each of these subsets released, to accompany phase 1 of the aforementioned competition, DBTex.

Training set (with truth):

The training set consists of 19148 cases. This dataset will be representative of the technical properties (equipment, acquisition parameters, file format) and the nature of lesions in the validation and test sets. An associated Excel file in CSV format will include DBT scan identifier and the definition of the bounding box of all lesions.

Validation set (without truth):

The validation set consists of 1163 cases. The locations of lesions are not provided. The validation set needs to be processed, manipulated, and analyzed without human intervention

Test set (without truth):

The test set consists of 1721 cases. The locations of lesions are not provided. The test set needs to be processed, manipulated, and analyzed without human intervention.

FREQUENTLY ASKED QUESTIONS

Below are some curated important questions for this dataset along with answers from https://sites.duke.edu/mazurowski/resources/digital-breast-tomosynthesis-database/. For more discussion, visit https://www.reddit.com/r/DukeDBTData/.

Question: Is there a code repository for reading images, drawing bounding boxes, and helper functions related to this database?

Answer: Yes. Please use the following link: https://github.com/MaciejMazurowski/duke-dbt-data

Question: Could you explain the image files/format present for each study?

Answer: One DICOM file or image consists of an entire 3D volume (view). These images are stored in compressed DICOM format.

Question: Which software/tools can I use to read the images?

Answer: You may use a variety of software packages to read the images. We successfully opened the images with the following software: 3D Slicer, ITK-SNAP, Radiant, MicroDICOM, Matlab, and GDCM.

Question: Do I need to know the pre-processing steps, provided in the code repository, for the images?

Answer: It is important to look at the pre-processing steps we provided in the code repository. Please see the Python functions for reading image data from a DICOM file into 3D array of pixel values in the proper orientation and for displaying “truth” boxes (if present). Please also see the readme file there for instructions (https://github.com/MaciejMazurowski/duke-dbt-data). This is crucial as some of the image headers contain incorrect laterality or orientation. For these images, the reference standard “truth” boxes are provided with respect to the corrected image orientation.

Question: Are 4 views available for every study?

Answer: Though 4 views (2 per breast, craniocaudal and mediolateral oblique) are present for most of the studies, some exams have fewer than 4 views.

Question: What kind of encoding is used in the columns of the file ‘BCS-DBT labels-train-v2.csv’?

Answer: The The columns “Cancer”, “Benign”, “Actionable”, “Normal” represent one-hot encoded assignment to a category. Details pertaining to these categories can be found in the Section 2.1 of preprint available at arXiv: https://doi.org/10.1001/jamanetworkopen.2021.19100.

Question: How to interpret the “Slice” column in the data provided in the file ‘BCS-DBT boxes-train-v2.csv’?

Answer: A: The “Slice” column corresponds to the central slice of a biopsied lesion. More details on the image annotation are provided in the paper https://doi.org/10.1001/jamanetworkopen.2021.19100 (section 2.1.2). For evaluation, we assume that lesions span 25% of volume slices in each direction. It is reflected in the evaluation functions available on GitHub: https://github.com/MaciejMazurowski/duke-dbt-data/blob/master/duke_dbt_data.py

Question: How to interpret the columns of ‘BCS-DBT boxes-train-v2.csv’?

Answer:

PatientID: string – patient identifier
StudyUID: string – study identifier
View: string – view name, one of: RLL, LCC, RMLO, LMLO (you might see a numerical suffix after these if multiple images under one view are present)
Subject: integer – encodes a radiologist who performed annotation
Slice: integer- the central slice of a biopsied lesion
X: integer – X coordinate (on the horizontal axis) of the left edge of the predicted bounding box in 0-based indexing (for the left-most column of the image x=0)
Y: integer – Y coordinate (on the vertical axis) of the top edge of the predicted bounding box in 0-based indexing (for the top-most row of the image y=0)
Width: integer – predicted bounding box width (along the horizontal axis)
Height: integer – predicted bounding box height (along the vertical axis)
Class: string – either benign or cancer
AD: integer – 1 if architectural distortion is present, else 0
VolumeSlices: integer – The total number of slices in volume containing the bounding box (used in evaluation function)

Question: Why are the number of bounding boxes much less than the number of training samples?

Answer: The The bounding boxes are applicable only to cases with biopsy-proven benign and cancer findings. The training set consists of cases with normal, actionable, benign, and cancer findings. For details on these categories, see Section 2.1 of preprint available at arXiv:https://doi.org/10.1001/jamanetworkopen.2021.19100.

Question: Why can't I find the path of a downloaded image in the csv file “Training set – Image paths for patients/studies/views (csv)”?

Answer: At times, you may need to replace “\” with “/” in the path of an image file to find the path in the csv file “Training set – Image paths for patients/studies/views (csv)”.

Question: Why are there both “descriptive_path” and “classic_path” in the .csv file ” Training set – Image paths for patients/studies/views (.csv)”?

Answer: When you download our data using the NBIA Data Retriever, there are two options (“Descriptive Directory Name” and “Classic Directory Name”) for selecting the Directory Type, that correspond to those two paths in the .csv file.

Question: Does the dataset contain microcalcifications?

Answer: It contains microcalcifications. However, they were not annotated and were not the cause for actionability or biopsy.

Question: Could you provide some examples of markers in the images?

Answer: Yes. Some examples are listed below. The images or their parts are taken from this collection under the CC BY-NC 4.0 license (https://creativecommons.org/licenses/by-nc/4.0/).

1. Circle for a raised area on the skin such as a mole (image 13345.000000-24122 from this collection)

2. Line for a previous surgery (image 14338.000000-72252 from this collection)

3. Solid pellet for the nipple (image 8764.000000-63613 from this collection)

4. Markers for locations of pain (one or more spots, image 20566.000000-32081 from this collection)

Localtab

title	Citations & Data Usage Policy

Citations & Data Usage Policy

Tcia license 4 noncommercial

Info

title	Data Citation

Buda, M., Saha, A., Walsh, R., Ghate, S., Li, N., Swiecicki, A., Lo, J. Y., Yang, J., & Mazurowski, M. (2020). Breast Cancer Screening – Digital Breast Tomosynthesis (BCS-DBT) [Data set]. The Cancer Imaging Archive. https://doi.org/10.7937/E4WT-CD02

Info

title	Publication Citation

Buda, M., Saha, A., Walsh, R., Ghate, S., Li, N., Swiecicki, A., Lo, J. Y., & Mazurowski, M. A. (2021). A Data Set and Deep Learning Algorithm for the Detection of Masses and Architectural Distortions in Digital Breast Tomosynthesis Images. In JAMA Network Open (Vol. 4, Issue 8, p. e2119100). American Medical Association (AMA). https://doi.org/10.1001/jamanetworkopen.2021.19100

Info

title	TCIA Citation

Clark, K., Vendt, B., Smith, K., Freymann, J., Kirby, J., Koppel, P., Moore, S., Phillips, S., Maffitt, D., Pringle, M., Tarbox, L., & Prior, F. (2013). The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository. In Journal of Digital Imaging (Vol. 26, Issue 6, pp. 1045–1057). Springer Science and Business Media LLC. https://doi.org/10.1007/s10278-013-9622-7

Other Publications Using This Data

TCIA maintains a list of publications which leverage TCIA data. If you have a manuscript you'd like to add please contact the TCIA Helpdesk.

Localtab

title	Versions

Version 4 (Current): Updated 2021/06/08

Data Type

Download all or Query/Filter

Training set - Images (DICOM, 1321 GB)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BSC-DBT%20Train%20manifest.tcia?api=v2

Training set - Image paths for patients/studies/views (csv)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT%20file-paths-train-v2.csv?api=v2

Training set - Spreadsheet indicating which group each cases belongs to (see the paper for details on the groups) (csv)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT%20labels-train-v2.csv?api=v2

Training set Phase 2 - Boxes indicating lesion locations, identical to Phase 1 (csv)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT%20boxes-train-v2.csv?api=v2

Validation set - Images (DICOM, 79 GB)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BSC-DBT%20Validation%20manifest.tcia?api=v2

Tcia button generator

label

Search

url

https://nbia.cancerimagingarchive.net/nbia-search/?MinNumberOfStudiesCriteria=1&PatientCriteria=DBT-P00001,DBT-P00002,DBT-P00018,DBT-P00047,DBT-P00069,DBT-P00082,DBT-P00084,DBT-P00114,DBT-P00133,DBT-P00160,DBT-P00165,DBT-P00174,DBT-P00176,DBT-P00187,DBT-P00213,DBT-P00234,DBT-P00235,DBT-P00238,DBT-P00271,DBT-P00273,DBT-P00283,DBT-P00351,DBT-P00385,DBT-P00417,DBT-P00431,DBT-P00450,DBT-P00547,DBT-P00549,DBT-P00558,DBT-P00577,DBT-P00585,DBT-P00643,DBT-P00651,DBT-P00655,DBT-P00697,DBT-P00705,DBT-P00714,DBT-P00718,DBT-P00789,DBT-P00802,DBT-P00803,DBT-P00839,DBT-P00843,DBT-P00844,DBT-P00864,DBT-P00866,DBT-P00871,DBT-P00878,DBT-P00902,DBT-P00908,DBT-P00925,DBT-P00945,DBT-P01020,DBT-P01043,DBT-P01047,DBT-P01083,DBT-P01105,DBT-P01117,DBT-P01150,DBT-P01152,DBT-P01153,DBT-P01173,DBT-P01177,DBT-P01206,DBT-P01207,DBT-P01212,DBT-P01226,DBT-P01239,DBT-P01249,DBT-P01293,DBT-P01296,DBT-P01305,DBT-P01334,DBT-P01353,DBT-P01356,DBT-P01374,DBT-P01490,DBT-P01496,DBT-P01536,DBT-P01538,DBT-P01555,DBT-P01562,DBT-P01564,DBT-P01578,DBT-P01604,DBT-P01610,DBT-P01630,DBT-P01634,DBT-P01635,DBT-P01642,DBT-P01700,DBT-P01705,DBT-P01746,DBT-P01772,DBT-P01778,DBT-P01791,DBT-P01792,DBT-P01799,DBT-P01807,DBT-P01849,DBT-P01851,DBT-P01916,DBT-P01932,DBT-P01938,DBT-P01941,DBT-P01948,DBT-P01957,DBT-P01967,DBT-P02012,DBT-P02018,DBT-P02042,DBT-P02072,DBT-P02085,DBT-P02111,DBT-P02113,DBT-P02117,DBT-P02160,DBT-P02170,DBT-P02183,DBT-P02185,DBT-P02189,DBT-P02204,DBT-P02214,DBT-P02226,DBT-P02242,DBT-P02248,DBT-P02253,DBT-P02284,DBT-P02294,DBT-P02296,DBT-P02301,DBT-P02314,DBT-P02322,DBT-P02326,DBT-P02331,DBT-P02341,DBT-P02360,DBT-P02381,DBT-P02394,DBT-P02469,DBT-P02498,DBT-P02501,DBT-P02516,DBT-P02526,DBT-P02528,DBT-P02545,DBT-P02558,DBT-P02560,DBT-P02574,DBT-P02598,DBT-P02648,DBT-P02669,DBT-P02686,DBT-P02732,DBT-P02754,DBT-P02766,DBT-P02776,DBT-P02816,DBT-P02864,DBT-P02898,DBT-P02946,DBT-P02959,DBT-P02989,DBT-P03002,DBT-P03027,DBT-P03038,DBT-P03056,DBT-P03092,DBT-P03097,DBT-P03110,DBT-P03113,DBT-P03129,DBT-P03166,DBT-P03188,DBT-P03190,DBT-P03215,DBT-P03240,DBT-P03263,DBT-P03317,DBT-P03340,DBT-P03343,DBT-P03346,DBT-P03360,DBT-P03370,DBT-P03377,DBT-P03390,DBT-P03403,DBT-P03448,DBT-P03464,DBT-P03470,DBT-P03483,DBT-P03501,DBT-P03543,DBT-P03574,DBT-P03576,DBT-P03582,DBT-P03592,DBT-P03598,DBT-P03605,DBT-P03621,DBT-P03628,DBT-P03651,DBT-P03689,DBT-P03694,DBT-P03710,DBT-P03725,DBT-P03726,DBT-P03728,DBT-P03831,DBT-P03898,DBT-P03901,DBT-P03932,DBT-P03936,DBT-P03937,DBT-P03948,DBT-P03968,DBT-P03979,DBT-P04008,DBT-P04017,DBT-P04031,DBT-P04033,DBT-P04037,DBT-P04045,DBT-P04081,DBT-P04084,DBT-P04087,DBT-P04097,DBT-P04105,DBT-P04106,DBT-P04139,DBT-P04158,DBT-P04163,DBT-P04171,DBT-P04174,DBT-P04208,DBT-P04210,DBT-P04228,DBT-P04247,DBT-P04257,DBT-P04293,DBT-P04295,DBT-P04299,DBT-P04310,DBT-P04317,DBT-P04344,DBT-P04346,DBT-P04368,DBT-P04380,DBT-P04396,DBT-P04446,DBT-P04452,DBT-P04455,DBT-P04497,DBT-P04515,DBT-P04517,DBT-P04541,DBT-P04577,DBT-P04586,DBT-P04596,DBT-P04622,DBT-P04642,DBT-P04677,DBT-P04684,DBT-P04693,DBT-P04695,DBT-P04697,DBT-P04744,DBT-P04803,DBT-P04808,DBT-P04837,DBT-P04857,DBT-P04874,DBT-P04884,DBT-P04911,DBT-P04963,DBT-P05000,DBT-P05005,DBT-P05018,DBT-P05025,DBT-P05060&CollectionCriteria=Breast-Cancer-Screening-DBT

Validation set - Image paths for patients/studies/views (csv)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT%20file-paths-validation-v2.csv?api=v2

Test set - Images (DICOM, 126 GB)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BSC-DBT%20Test%20manifest.tcia?api=v2

Tcia button generator

label

Search

url

https://nbia.cancerimagingarchive.net/nbia-search/?MinNumberOfStudiesCriteria=1&PatientCriteria=DBT-P00004,DBT-P00021,DBT-P00036,DBT-P00056,DBT-P00073,DBT-P00075,DBT-P00087,DBT-P00092,DBT-P00095,DBT-P00118,DBT-P00129,DBT-P00144,DBT-P00192,DBT-P00208,DBT-P00211,DBT-P00221,DBT-P00223,DBT-P00239,DBT-P00276,DBT-P00277,DBT-P00281,DBT-P00284,DBT-P00311,DBT-P00312,DBT-P00317,DBT-P00318,DBT-P00332,DBT-P00339,DBT-P00343,DBT-P00345,DBT-P00350,DBT-P00372,DBT-P00386,DBT-P00387,DBT-P00392,DBT-P00455,DBT-P00471,DBT-P00472,DBT-P00480,DBT-P00487,DBT-P00493,DBT-P00496,DBT-P00522,DBT-P00556,DBT-P00561,DBT-P00573,DBT-P00584,DBT-P00590,DBT-P00601,DBT-P00615,DBT-P00619,DBT-P00620,DBT-P00623,DBT-P00629,DBT-P00635,DBT-P00647,DBT-P00659,DBT-P00675,DBT-P00690,DBT-P00694,DBT-P00712,DBT-P00715,DBT-P00721,DBT-P00724,DBT-P00735,DBT-P00741,DBT-P00756,DBT-P00758,DBT-P00770,DBT-P00772,DBT-P00794,DBT-P00798,DBT-P00801,DBT-P00817,DBT-P00838,DBT-P00857,DBT-P00872,DBT-P00882,DBT-P00915,DBT-P00918,DBT-P00935,DBT-P00936,DBT-P00937,DBT-P00977,DBT-P00980,DBT-P00984,DBT-P00989,DBT-P01010,DBT-P01015,DBT-P01022,DBT-P01023,DBT-P01024,DBT-P01059,DBT-P01060,DBT-P01068,DBT-P01129,DBT-P01137,DBT-P01140,DBT-P01158,DBT-P01183,DBT-P01184,DBT-P01210,DBT-P01219,DBT-P01237,DBT-P01247,DBT-P01256,DBT-P01263,DBT-P01275,DBT-P01277,DBT-P01280,DBT-P01283,DBT-P01291,DBT-P01292,DBT-P01298,DBT-P01340,DBT-P01342,DBT-P01367,DBT-P01371,DBT-P01372,DBT-P01373,DBT-P01409,DBT-P01423,DBT-P01443,DBT-P01448,DBT-P01450,DBT-P01451,DBT-P01487,DBT-P01497,DBT-P01510,DBT-P01531,DBT-P01534,DBT-P01542,DBT-P01547,DBT-P01552,DBT-P01563,DBT-P01577,DBT-P01592,DBT-P01593,DBT-P01612,DBT-P01621,DBT-P01622,DBT-P01623,DBT-P01629,DBT-P01652,DBT-P01655,DBT-P01670,DBT-P01702,DBT-P01719,DBT-P01725,DBT-P01726,DBT-P01739,DBT-P01755,DBT-P01782,DBT-P01797,DBT-P01803,DBT-P01814,DBT-P01837,DBT-P01847,DBT-P01862,DBT-P01865,DBT-P01880,DBT-P01888,DBT-P01892,DBT-P01896,DBT-P01898,DBT-P01899,DBT-P01912,DBT-P01918,DBT-P01919,DBT-P01934,DBT-P01958,DBT-P01961,DBT-P01963,DBT-P01983,DBT-P01990,DBT-P01991,DBT-P02006,DBT-P02009,DBT-P02028,DBT-P02055,DBT-P02069,DBT-P02094,DBT-P02104,DBT-P02110,DBT-P02112,DBT-P02123,DBT-P02131,DBT-P02139,DBT-P02152,DBT-P02155,DBT-P02157,DBT-P02164,DBT-P02172,DBT-P02180,DBT-P02187,DBT-P02190,DBT-P02199,DBT-P02232,DBT-P02235,DBT-P02281,DBT-P02285,DBT-P02293,DBT-P02306,DBT-P02308,DBT-P02312,DBT-P02313,DBT-P02325,DBT-P02347,DBT-P02420,DBT-P02460,DBT-P02477,DBT-P02487,DBT-P02496,DBT-P02511,DBT-P02512,DBT-P02514,DBT-P02542,DBT-P02559,DBT-P02572,DBT-P02578,DBT-P02604,DBT-P02609,DBT-P02651,DBT-P02657,DBT-P02665,DBT-P02668,DBT-P02678,DBT-P02685,DBT-P02711,DBT-P02714,DBT-P02719,DBT-P02725,DBT-P02733,DBT-P02742,DBT-P02744,DBT-P02748,DBT-P02753,DBT-P02774,DBT-P02794,DBT-P02797,DBT-P02804,DBT-P02817,DBT-P02825,DBT-P02826,DBT-P02834,DBT-P02861,DBT-P02875,DBT-P02901,DBT-P02906,DBT-P02910,DBT-P02921,DBT-P02933,DBT-P02937,DBT-P02941,DBT-P02954,DBT-P02975,DBT-P02979,DBT-P02985,DBT-P02986,DBT-P02998,DBT-P03010,DBT-P03016,DBT-P03019,DBT-P03035,DBT-P03049,DBT-P03054,DBT-P03064,DBT-P03068,DBT-P03075,DBT-P03083,DBT-P03108,DBT-P03119,DBT-P03122,DBT-P03124,DBT-P03151,DBT-P03187,DBT-P03196,DBT-P03220,DBT-P03226,DBT-P03254,DBT-P03273,DBT-P03283,DBT-P03304,DBT-P03332,DBT-P03338,DBT-P03354,DBT-P03366,DBT-P03371,DBT-P03372,DBT-P03376,DBT-P03398,DBT-P03430,DBT-P03468,DBT-P03488,DBT-P03508,DBT-P03519,DBT-P03536,DBT-P03538,DBT-P03541,DBT-P03545,DBT-P03562,DBT-P03571,DBT-P03583,DBT-P03591,DBT-P03614,DBT-P03636,DBT-P03661,DBT-P03678,DBT-P03679,DBT-P03695,DBT-P03696,DBT-P03711,DBT-P03732,DBT-P03749,DBT-P03766,DBT-P03774,DBT-P03789,DBT-P03796,DBT-P03812,DBT-P03818,DBT-P03820,DBT-P03842,DBT-P03844,DBT-P03845,DBT-P03854,DBT-P03864,DBT-P03918,DBT-P03952,DBT-P03963,DBT-P03964,DBT-P03971,DBT-P03987,DBT-P04003,DBT-P04046,DBT-P04053,DBT-P04063,DBT-P04071,DBT-P04085,DBT-P04115,DBT-P04126,DBT-P04131,DBT-P04141,DBT-P04145,DBT-P04154,DBT-P04161,DBT-P04167,DBT-P04176,DBT-P04184,DBT-P04187,DBT-P04195,DBT-P04209,DBT-P04212,DBT-P04218,DBT-P04243,DBT-P04255,DBT-P04260,DBT-P04286,DBT-P04287,DBT-P04304,DBT-P04312,DBT-P04350,DBT-P04373,DBT-P04374,DBT-P04378,DBT-P04382,DBT-P04391,DBT-P04404,DBT-P04411,DBT-P04413,DBT-P04423,DBT-P04425,DBT-P04439,DBT-P04451,DBT-P04457,DBT-P04465,DBT-P04471,DBT-P04479,DBT-P04499,DBT-P04501,DBT-P04504,DBT-P04559,DBT-P04564,DBT-P04571,DBT-P04588,DBT-P04591,DBT-P04607,DBT-P04619,DBT-P04651,DBT-P04655,DBT-P04674,DBT-P04682,DBT-P04743,DBT-P04770,DBT-P04774,DBT-P04787,DBT-P04788,DBT-P04790,DBT-P04802,DBT-P04825,DBT-P04828,DBT-P04841,DBT-P04844,DBT-P04845,DBT-P04859,DBT-P04861,DBT-P04889,DBT-P04910,DBT-P04935,DBT-P04950,DBT-P04956,DBT-P04972,DBT-P04975,DBT-P04982,DBT-P05003,DBT-P05023,DBT-P05036,DBT-P05049,DBT-P05051&CollectionCriteria=Breast-Cancer-Screening-DBT

Test set - Image paths for patients/studies/views (csv)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT%20file-paths-test-v2.csv?api=v2

Added Phase 2 images and spreadsheets. Previous versions (1,2, and 3) are now "Phase 1".

Version 3: Updated 2021/01/15

Data Type

Download all or Query/Filter

Test set - Images (DICOM, 47 GB)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT-Challenge-Test.TCIA?api=v2

Tcia button generator

label	Search
url	https://nbia.cancerimagingarchive.net/nbia-search/?saved-cart=nbia-78441610719428450

Test set - Image paths for patients/studies/views (csv)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT%20file-paths-test.csv?api=v2

Validation set - Images (DICOM, 28 GB)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT-Challenge%20Validation.TCIA?api=v2

Tcia button generator

label

Search

url

https://nbia.cancerimagingarchive.net/nbia-search/?MinNumberOfStudiesCriteria=1&PatientCriteria=DBT-P00002,DBT-P00114,DBT-P00160,DBT-P00176,DBT-P00213,DBT-P00238,DBT-P00351,DBT-P00385,DBT-P00431,DBT-P00450,DBT-P00547,DBT-P00549,DBT-P00577,DBT-P00651,DBT-P00655,DBT-P00697,DBT-P00714,DBT-P00718,DBT-P00843,DBT-P00844,DBT-P00864,DBT-P00866,DBT-P01150,DBT-P01152,DBT-P01153,DBT-P01173,DBT-P01207,DBT-P01226,DBT-P01249,DBT-P01293,DBT-P01296,DBT-P01305,DBT-P01334,DBT-P01356,DBT-P01490,DBT-P01496,DBT-P01536,DBT-P01538,DBT-P01700,DBT-P01746,DBT-P01772,DBT-P01778,DBT-P01849,DBT-P01851,DBT-P01941,DBT-P01957,DBT-P01967,DBT-P02072,DBT-P02111,DBT-P02117,DBT-P02160,DBT-P02170,DBT-P02214,DBT-P02226,DBT-P02314,DBT-P02381,DBT-P02394,DBT-P02498,DBT-P02558,DBT-P02560,DBT-P02598,DBT-P02648,DBT-P02686,DBT-P02766,DBT-P02776,DBT-P02816,DBT-P02864,DBT-P02898,DBT-P02959,DBT-P02989,DBT-P03027,DBT-P03092,DBT-P03110,DBT-P03113,DBT-P03129,DBT-P03215,DBT-P03263,DBT-P03343,DBT-P03360,DBT-P03390,DBT-P03403,DBT-P03448,DBT-P03501,DBT-P03574,DBT-P03598,DBT-P03605,DBT-P03621,DBT-P03628,DBT-P03651,DBT-P03689,DBT-P03694,DBT-P03728,DBT-P03831,DBT-P03901,DBT-P04008,DBT-P04045,DBT-P04087,DBT-P04097,DBT-P04105,DBT-P04106,DBT-P04208,DBT-P04257,DBT-P04295,DBT-P04344,DBT-P04346,DBT-P04380,DBT-P04396,DBT-P04577,DBT-P04596,DBT-P04622,DBT-P04695,DBT-P04803,DBT-P04808,DBT-P04837,DBT-P04884,DBT-P05018,DBT-P05060&CollectionCriteria=Breast-Cancer-Screening-DBT

Validation set - Image paths for patients/studies/views (csv)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT%20file-paths-validation.csv?api=v2

Training set - Images (DICOM, 186 GB)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/DBT-Challenge-Train.TCIA?api=v2

Tcia button generator

label	Search
url	https://nbia.cancerimagingarchive.net/nbia-search/?saved-cart=nbia-3321609785776535

Training set - Image paths for patients/studies/views (csv)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT%20file-paths-train.csv?api=v2

Training set - Boxes indicating lesion locations (csv)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT%20boxes-train-v2.csv?api=v2

Training set - Spreadsheet indicating which group each cases belongs to (see the paper for details on the groups) (csv)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT%20labels-train.csv?api=v2

Test set - Images added.

Test set - Image paths for patients/studies/views spreadsheet added.

Version 2: Updated 2021/01/04

Data Type

Download all or Query/Filter

Validation set - Images (DICOM, 28 GB)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT-Challenge%20Validation.TCIA?api=v2

Tcia button generator

label

Search

url

https://nbia.cancerimagingarchive.net/nbia-search/?MinNumberOfStudiesCriteria=1&PatientCriteria=DBT-P00002,DBT-P00114,DBT-P00160,DBT-P00176,DBT-P00213,DBT-P00238,DBT-P00351,DBT-P00385,DBT-P00431,DBT-P00450,DBT-P00547,DBT-P00549,DBT-P00577,DBT-P00651,DBT-P00655,DBT-P00697,DBT-P00714,DBT-P00718,DBT-P00843,DBT-P00844,DBT-P00864,DBT-P00866,DBT-P01150,DBT-P01152,DBT-P01153,DBT-P01173,DBT-P01207,DBT-P01226,DBT-P01249,DBT-P01293,DBT-P01296,DBT-P01305,DBT-P01334,DBT-P01356,DBT-P01490,DBT-P01496,DBT-P01536,DBT-P01538,DBT-P01700,DBT-P01746,DBT-P01772,DBT-P01778,DBT-P01849,DBT-P01851,DBT-P01941,DBT-P01957,DBT-P01967,DBT-P02072,DBT-P02111,DBT-P02117,DBT-P02160,DBT-P02170,DBT-P02214,DBT-P02226,DBT-P02314,DBT-P02381,DBT-P02394,DBT-P02498,DBT-P02558,DBT-P02560,DBT-P02598,DBT-P02648,DBT-P02686,DBT-P02766,DBT-P02776,DBT-P02816,DBT-P02864,DBT-P02898,DBT-P02959,DBT-P02989,DBT-P03027,DBT-P03092,DBT-P03110,DBT-P03113,DBT-P03129,DBT-P03215,DBT-P03263,DBT-P03343,DBT-P03360,DBT-P03390,DBT-P03403,DBT-P03448,DBT-P03501,DBT-P03574,DBT-P03598,DBT-P03605,DBT-P03621,DBT-P03628,DBT-P03651,DBT-P03689,DBT-P03694,DBT-P03728,DBT-P03831,DBT-P03901,DBT-P04008,DBT-P04045,DBT-P04087,DBT-P04097,DBT-P04105,DBT-P04106,DBT-P04208,DBT-P04257,DBT-P04295,DBT-P04344,DBT-P04346,DBT-P04380,DBT-P04396,DBT-P04577,DBT-P04596,DBT-P04622,DBT-P04695,DBT-P04803,DBT-P04808,DBT-P04837,DBT-P04884,DBT-P05018,DBT-P05060&CollectionCriteria=Breast-Cancer-Screening-DBT

Validation set - Image paths for patients/studies/views (csv)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT%20file-paths-validation.csv?api=v2

Training set - Images (DICOM, 186 GB)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/DBT-Challenge-Train.TCIA?api=v2

Tcia button generator

label	Search
url	https://nbia.cancerimagingarchive.net/nbia-search/?saved-cart=nbia-3321609785776535

Training set - Image paths for patients/studies/views (csv)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT%20file-paths-train.csv?api=v2

Training set - Boxes indicating lesion locations (csv)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT%20boxes-train-v2.csv?api=v2

Training set - Spreadsheet indicating which group each cases belongs to (see the paper for details on the groups) (csv)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT%20labels-train.csv?api=v2

Validation set - Images added.

Validation set - Image paths for patients/studies/views spreadsheet added.

Volume Slices column added to the Training set - Boxes indicating lesion locations spreadsheet.

Version 1: Updated 2020/12/14

Data Type

Download all or Query/Filter

Training set - Images (DICOM, 186 GB)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/DBT-Challenge-Train.TCIA?api=v2

Tcia button generator

label	Search
url	https://nbia.cancerimagingarchive.net/nbia-search/?saved-cart=nbia-3321609785776535

Training set - Image paths for patients/studies/views (csv)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT%20file-paths-train.csv?api=v2

Training set - Boxes indicating lesion locations (csv)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT%20boxes-train.csv?api=v2

Training set - Spreadsheet indicating which group each cases belongs to (see the paper for details on the groups) (csv)

Tcia button generator

url	https://wiki.cancerimagingarchive.net/download/attachments/64685580/BCS-DBT%20labels-train.csv?api=v2

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Versions Compared

Old Version 84

New Version 85

Key

Data Access

Detailed Description

Dataset Split Details

Training set (with truth):

Validation set (without truth):

Test set (without truth):

FREQUENTLY ASKED QUESTIONS

Citations & Data Usage Policy

Other Publications Using This Data

Version 4 (Current): Updated 2021/06/08

Version 3: Updated 2021/01/15

Version 2: Updated 2021/01/04

Version 1: Updated 2020/12/14