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. 2022 May 12;12:7792. doi: 10.1038/s41598-022-11782-9

Table 3.

F1 score on cell detection using different neural networks and strategies.

Network Pre-trained F1 (PT) F1 (NT) F1 (PNT) F1 (NNT)
AlexNet Yes (ImageNet) 0.78 0.82 0.34 0.44
AlexNet No 0.88 0.93 0.69 0.71
VGG16 Yes (ImageNet) 0.72 0.82 0.34 0.48
VGG16 No 0.91 0.93 0.70 0.72

Significant values are in bold.