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Dataset . 2022
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ZENODO
Dataset . 2022
License: CC BY
Data sources: Datacite
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ZENODO
Dataset . 2022
License: CC BY
Data sources: Datacite
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ZENODO
Dataset . 2022
Data sources: ZENODO
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Segmentations of carcinogenic DNA damages in WSI

Authors: Wagner, Patrick; Springenberg, Maximilian; Kröger, Marius,; Moritz, Rose K. C.; Schleusener, Johannes; Meinke, Martina C.; Ma, Jackie;

Segmentations of carcinogenic DNA damages in WSI

Abstract

The dataset includes patches from WSI images of the carcinogenic DNA damages caused by ultraviolet (UV) radiation on excised abdominal human skin, excised porcine skin and in vitro skin models with different melanin indices. Two predominant types of DNA damage are featured in this dataset: Cyclobutane pyrimidine dimers (CPD) and pyrimidine (6-4) pyrimidone photoproducts (6-4PP). The dataset spans 804 patches. A regression score, concerning the relative amount of damaged nuclei was annotated for all samples, segmentation maps were annotated for a subset of 202 samples. All files were anonymized and processed in accordance with the institutional guidelines and cannot be traced back to an individual person.

Keywords

dermatology, carcinogenic DNA damages, segmentation, histopathology, deep learning

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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