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Guy's Breast Cancer Lymph Nodes (GRAPE)

biology breast cancer cancer computational pathology histopathology life sciences


This is a retrospective dataset of 1523 H&E-stained whole slide images (WSI) of lymph nodes from breast cancer patients. The cohort consisted of 177 patients (122 LN-positive - metastasis was reported in at least 1 LN - and 55 LN-negative patients) with invasive breast carcinoma treated between 1984 and 2002 at Guy’s Hospital London, UK. Slides were scanned and digitised at 40x magnification (0.23 µm/pixel), NanoZoomer H.T2.0 2.0-HT (Hamamatsu Photonics UK, Ltd, Welwyn Garden City, UK). WSIs are in .ndpi format.

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This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.


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How to Cite

Guy's Breast Cancer Lymph Nodes (GRAPE) was accessed on DATE from

Resources on AWS

  • Description
    H&E-stained WSI lymph node .ndpi images in a public bucket
    Resource type
    S3 Bucket
    Amazon Resource Name (ARN)
    AWS Region
    AWS CLI Access (No AWS account required)
    aws s3 ls --no-sign-request s3://GRAPE/

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