DOAJ Open Access 2022

Self-supervised machine learning for live cell imagery segmentation

Michael C. Robitaille Jeff M. Byers Joseph A. Christodoulides Marc P. Raphael

Abstrak

A self-supervised learning approach uses cellular motion between consecutive images to self-train a machine learning classifier for cell segmentation.

Topik & Kata Kunci

Biology (General)

Penulis (4)

Michael C. Robitaille

Jeff M. Byers

Joseph A. Christodoulides

Marc P. Raphael

Format Sitasi

APA MLA BibTeX

Robitaille, M.C., Byers, J.M., Christodoulides, J.A., Raphael, M.P. (2022). Self-supervised machine learning for live cell imagery segmentation. https://doi.org/10.1038/s42003-022-04117-x

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Informasi Jurnal

Tahun Terbit: 2022
Sumber Database: DOAJ
DOI: 10.1038/s42003-022-04117-x
Akses: Open Access ✓