A histopathological image dataset for grading breast invasive ductal carcinomas

Published: 3 February 2020| Version 1 | DOI: 10.17632/w7jjcx7gj6.1
Contributors:
Hamidreza Bolhasani,
Elham Amjadi,
Maryam Tabatabaeian,
Somayyeh Jafarali Jassbi

Description

In this dataset, a histopathological microscopy image dataset of 922 images related to 124 patients with IDC is introduced. This dataset is published and accessible through web via: http://databiox.com. What makes this dataset distinct from the similar ones is that it contains equal number of specimens from each three grades of IDC, which led to around 50 specimens for each grade.

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Steps to reproduce

1. Selecting patients diagnosed with Invasive Ductal Carcinoma (IDC). 2. Collecting H&E stained slides. 3. Labeling specimens based on their grades. 4. Microscopy imaging in four magnification level. 5. Organizing the dataset.

Categories

Breast Cancer, Histopathology, Carcinoma, Breast Cancer Subtyping, Image Analysis (Medical Imaging)

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