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Table 2 Performance of state determination by CNN classification

From: Intelligent fluorescence image analysis of giant unilamellar vesicles using convolutional neural network

Type

Total number of GUVs analyzed (n)

Number of GUVs domain separated

Number of GUVs uniform

Mean accuracy of state decision (%)

Researcher 1

116

40

76

(Reference)

Researcher 2

116

37

78

(Reference)

Researcher 3

116

41

75

(Reference)

Researcher 4

116

40

76

(Reference)

Researcher 5

116

40

76

(Reference)

CNN Analysis

116

40

76

99.48