HIGHLIGHTS
- who: Kevin J. Cutler from the (UNIVERSITY) have published the article: Omnipose: a high-precision morphology-independent solution for bacterial cell segmentation, in the Journal: (JOURNAL) of 17/Oct/2022
- what: The authors show that Omnipose achieves unprecedented segmentation performance on mixed bacterial cultures, antibiotic-treated cells and cells of elongated or branched morphology. The authors demonstrate the utility of Omnipose in the characterization of extreme morphological phenotypes that arise during interbacterial antagonism. This analysis showed that DNN-based approaches outperform other algorithms; however, substantial differences in performance within the DNN group were observed. The . . .
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