Conventional Cervical Cytology Image Dataset with Cell Outline Annotations

Here we describe our new Bialystok dataset of 162 Papanicolaou cervical smear images containing 2419 cells with annotations in form of cell cytoplasm maps. The images are fragments of whole slides, including artefacts and dense cell clusters. Cell classification annotations are created in accordance...

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Veröffentlicht in:	2023 International Symposium on Image and Signal Processing and Analysis (ISPA) S. 1 - 6
Hauptverfasser:	Pater, Antonina, Siemion, Krzysztof, Deptuch, Karol, Roszkowiak, Lukasz, Zak, Jakub, Jakubowska, Katarzyna, Sulkowski, Stanislaw, Baltaziak, Marek, Koda, Mariusz, Korzynska, Anna
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 18.09.2023
Schlagworte:	Annotations biomedical engineering cervical cytology computational pathol-ogy dataset Deep learning Image segmentation Neural networks Signal processing Training Training data
ISSN:	1849-2266
Online-Zugang:	Volltext
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