• DOI:10.9734/JAMCS/2017/34357
Corpus ID: 31841920

Image-Based Identification of Cell Cultures by Machine Learning

@inproceedings{Babatunde2017ImageBasedIO,
  title={Image-Based Identification of Cell Cultures by Machine Learning},
  author={Oluleye Hezekiah Babatunde and Ashley Baltes and J. Yin},
  year={2017}
}

Oluleye Hezekiah Babatunde, Ashley Baltes, J. Yin

Published 2017

Computer Science

Biomedical laboratories often use different cell types in the same assay or the same cell type in different assays. One cell type can become contaminated by another, or cells can be mis-identified, giving poor results. Addressing these issues by DNA analyses can be time-consuming, labor intensive or costly to implement. Here we uniquely employ Legendre moments (LM), Zernike moments (ZM), circularity and a genetic algorithm (GA) to advance a computer-based vision system, and we task it to… CONTINUE READING

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