Multi-Laboratory Hematoxylin and Eosin Staining Variance Unsupervised Machine Learning Dataset

Beskrivning

We provide the generated dataset used for unsupervised machine learning in the related article. The data are in tabular format and contain all principal components and ground truth labels, per tissue type. Tissue type codes used are; C1 for kidney, C2 for skin, C3 for colon, and 'PC' for the principal component. Please see the original design in the related article for feature extraction specifications. Features have been extracted independently for each tissue type.
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Publiceringsår

2022

Typ av data

Upphovspersoner

Harvard Dataverse - Utgivare

Pekka Ruusuvuori - Upphovsperson

Unknown organization

Fabi Prezja - Upphovsperson

Ilkka Pölönen - Upphovsperson

Sami Äyrämö - Upphovsperson

Teijo Kuopio - Upphovsperson

Projekt

Övriga uppgifter

Vetenskapsområden

Biomedicinska vetenskaper

Språk

engelska

Öppen tillgång

Öppet

Licens

Creative Commons Attribution 4.0 International (CC BY 4.0)

Nyckelord

machine learning, artificial intelligence, histopathology, Computer and Information Science, Medicine Health and Life Sciences

Ämnesord

Temporal täckning

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