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

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DataCite Commons2025-05-01 更新2025-05-17 收录
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We provide the generated dataset used for supervised machine learning in [1]. The data is in CSV format and contains all principal components and ground truth labels per tissue type. Tissue type codes used are; C1 for kidney, C2 for skin, and C3 for colon. 'PC' stands for the principal component. For feature extraction specifications, please see the original design in [1]. Features have been extracted independently for each tissue type. Reference: [1] Prezja, F.; Pölönen, I.; Äyrämö, S.; Ruusuvuori, P.; Kuopio, T. H&E Multi-Laboratory Staining Variance Exploration with Machine Learning. Appl. Sci. 2022, 12, 7511. https://doi.org/10.3390/app12157511

提供机构:
Mendeley
创建时间:
2022-09-12
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