Microscope images of human cancer cell lines (U2OS and HL-60)

DOI10.5281/zenodo.4428844Zenodo4428844MaRDI QIDQ6706967

Dataset published at Zenodo repository.

Jakub M. Tomczak, Demi J. Rijlaarsdam, Dennet van der Linden, Falko Lavitt, Ewelina Weglarz-Tomczak

Publication date: 8 January 2021

Copyright license: Creative Commons Attribution 4.0 International

Description

This is a dataset that contains microscope images fromtwo cell lines, namely, a human osteosarcoma cell line (U2OS) and a human leukemia cell line (HL-60). The dataset was originally prepared for the cell counting task. It contains 165 labeledimages (training: 133, test: 32). The filecontains three folders: - training: 165 labeled images in .tiff format; - test: 32 labeled images in .tiff format. Each labeled imagehas the following name: X.Y.N.tiff where: X - the name of thehuman cancer cell line; Y - a condition identifier (irrelevant); N - the cell count. If you use this dataset, please cite the following paper: Lavitt F, Rijlaarsdam DJ, van der Linden D, Weglarz-Tomczak E, Tomczak JM. Deep Learning and Transfer Learning for Automatic Cell Counting in Microscope Images of Human Cancer Cell Lines.Applied Sciences. 2021; 11(11):4912. https://doi.org/10.3390/app11114912

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