Table 5 Percentage of highly deformable cells vs. the total number of reliable cells for the 9 acquisitions of the test set. Ground truth ratio and estimated ratio (classified by the stage 2 deep learning model) are compared. # samples is the total number of reliable cell sequences of each acquisition.

From: Classification of red cell dynamics with convolutional and recurrent neural networks: a sickle cell disease case study

 

Test patient 1

Test patient 2

acquisitions

acquisitions

1

2

3

4

1

2

3

4

5

Ground truth

92.9

94.8

94.7

92.4

95.2

93.3

86.4

95.4

92.7

ratio (%)

Estimated

91.4

93.9

93.6

91

95.2

90

84.2

94.4

90.4

ratio (%)

# samples

255

229

266

212

146

120

177

216

218