News

About the Institute

Mission & Authorities

HR Excellence

Doctoral Schools

Doctoral Studies

Academic degrees

Scientific activity

Institute offers

ICB

Publishing

Library

Conference Centre

Useful Links

Public procurement

Employees

Gallery

For Media

Contact

Privacy policy

Library
home 001 24px kontakt 001 24px  mail 004 24px bip text   

BOACD

The Bialystok Dataset contains 162 3500x3500 px images of 2 419 cells annotated in accordance with the Bethesda System. The images are derived from whole slide images (WSI) of routine cervical smears.

The dataset is extensively described in Conventional Cervical Cytology Image Dataset with Cell Outline Annotations available soon on IEEE Access.

To access the Bialystok Dataset, please fill out this form.

 

The dataset focuses on presenting a realistic array of smear diversity from simple and easy to differentiate cells, to challenging examples full of stained mucus, large dark cell clusters and images abundant with neutrophilic cells obscuring the view.

whole_image_copy_copy.png

 

The dataset contains artefacts commonly found in pap smears:

artifacts_copy_copy.png

 

The dataset is accompanied with annotations in form of cytoplasm maps divided into 6 Bethesda categories and two unidentifiable categories: Unidentifiable cells and Unidentifiable cell clusters. The unidentifiable category arises from the specificity of cytodiagnostician work. The spectrum of cell condition is continuous. Therefore in certain conditions a cytodiagnostician cannot make a definitive decision. Such cells are still outlined in the dataset to allow segmentation of all cells in the image.

maps_copy_copy.png

 

In summary the dataset provides:

  • Realistic fragments of WSI fragments of routine smears
  • Annotations coherent with common reporting system
  • Suitability for segmentation, classification and detection
  • Challenging benchmark

MENU

Publications

POWER Och!DOK

HR Excellence

 

mcb

 

 

bip

 

logo cnslab


Nałęcz Institute of Biocybernetics and Biomedical Engineering PAS, Ks. Trojdena 4 st., 02-109 Warsaw, POLAND
E-mail:This email address is being protected from spambots. You need JavaScript enabled to view it.; Phone: (+48) 22 592 59 00;
Copyright(c) 2016 IBBE PAS
All rights reserved

Privacy policy

Accessibility statement

-->