Article
Image-based phenotyping of disaggregated cells using deep learning.
Communications biology - 13 Nov 2020
Berryman Samuel, Matthews Kerryn, Lee Jeong Hyun, Duffy Simon P, Ma Hongshen
Abstract excerpt
The ability to phenotype cells is fundamentally important in biological research and medicine. Current methods rely primarily on fluorescence labeling of specific markers. However, there are many situations where this approach is unavailable or undesirable. Machine learning has been used for image cytometry but has been limited by cell agglomeration and it is currently unclear if this approach can reliably...
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