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Table 4 Number of AF beats in LP required to detect AF in the test data from the ALLSTAR database

From: Optimal length of R–R interval segment window for Lorenz plot detection of paroxysmal atrial fibrillation by machine learning

Segment window length, beat

Number of AF beats (%) in LP required to detect AF with given probabilities (P)

P = 0.50*

P = 0.75*

P = 0.95*

10

2 (20%)

3 (30%)

6 (60%)

20

7 (35%)

11 (55%)

14 (70%)

50

27 (54%)

31 (62%)

39 (79%)

100

46 (46%)

54 (54%)

65 (65%)

200

68 (34%)

95 (48%)

133 (67%)

500

90 (18%)

134 (27%)

165 (33%)

  1. Probability of detecting AF images among all AF images annotated with the strict criteria