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Table 4 \(\Delta\)TO and \(\Delta\)HS of state-of-the-art algorithm for each cohort

From: Automatic gait events detection with inertial measurement units: healthy subjects and moderate to severe impaired patients

  

CS

MS

EVF

  

Value

p-value

Value

p-value

Value

p-value

Dot 2020 [10]

F1-score (%)

100

–

99.1

–

95.7

–

 

Recall (%)

100

–

99.4

–

96.1

–

 

Precision (%)

100

–

98.8

–

95.4

–

 

Mean \(\Delta\)TO [IQR]

13 [7–22]

< 0.0001

15 [7–53]

< 0.0001

20 [8-68]

< 0.0001

 

Mean \(\Delta\)HS [IQR]

10 [5–18]

< 0.0001

23 [8–66]

< 0.0001

43 [17-82]

< 0.0001

  1. All the results are given in milliseconds. When displayed, p-value is the result of the WMW-test with our full algorithm. F1-scores lower than 95% and p-values lower than 0.05 are displayed in bold
  2. CS control subjects, MS multiple sclerosis patients, EVF equino varus foot patients, TO Toe-Off, HS Heel-Strike